UC traveler insurance coverage, UCOP, travel intelligence.#Travel #intelligence

Risk Services

UC traveler insurance coverage

The university has arranged for employees and students traveling on official university business to be covered for a wide variety of accidents and incidents while away from the campus or primary workplace.

  • Regents, faculty, staff, or any person designated by UC while traveling at the direction and approval of UC. Coverage can also be provided to a spouse/domestic partner, dependent(s), and traveling companions when traveling with them; their travel should be registered.
  • Students can also be covered while participating in UC sponsored and supervised off-campus activities both domestically and abroad. Registration is required for activities taking place out of state and in foreign countries.

This broad coverage includes medical care and evacuation, loss of personal property (UC employees only), extraction for political and weather related reasons, and more.

General trip insurance information

Enrolling in UC trip insurance

Arrangements made through Connexxus are automatically enrolled, except for Southwest Air; for Southwest or reservations made outside Connexxus, you must register your trip.

Register your trip Link

If travel reservations are made by an agency outside the Connexxus Travel program or for Southwest Air for Connexxus (Southwest) then trip registration is required for University related trips out of state and to foreign countries.

Travel insurance coverage questions

For questions regarding coverage call (510) 987-9832, M-F 8:00-5:00 or leave a voicemail. For technical support/issues regarding the website call (530) 638-3375 or send an email to [email protected]

UC Trip Planner Link

Getting ready to plan a trip? Not sure how to reduce risks and where to find suggestions from experts? Go to UC Trip Planner for resources, travel tips and things to consider before you travel.

UC Employee Business Travel Insurance FAQ PDF

United Healthcare Global Intelligence Portal

United Healthcare Global, our travel assistance provider, offers travelers access to location based medical intelligence. Visit the website and create an account, giving you access to detailed travel, medical and security information. Travelers on the go can also access this key destination intelligence via the Mobile Global Intelligence Center App.

Multinational travel accident insurance PDF

Presentation by the ACE Group.

UC Personal Travel Program

Now you can purchase UC Business Travel Program benefits for your own personal travel through the UC Personal Travel Program!

Proof of Insurance to Acquire a Visa

Specific information should be provided and emailed to obtain proof of insurance to acquire a visa for travel.





13/05/2018

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BBC – Travel – Living in: The world’s safest cities, travel

Living in: The world’s safest cities

In these five cities, residents can rest easy walking home late at night and leaving their laptop unguarded. But they also know that safe doesn’t have to be boring.

  • By Lindsey Galloway

2 July 2015

Leaving your wallet or laptop unguarded in a cafe may not be recommended for most, but residents in the world s safest cities could likely do it without a second thought.

For many, feeling safe can be key to feeling at home. So to understand what it might be like to live in a super safe place, we sought out residents living in some of the most stable and secure cities in the world, as ranked by The Economist Intelligence Unit (EIU). The list considered factors such as personal safety, infrastructure stability, health stability and digital security technology. Locals weighed in on the best neighbourhoods to live in, what exactly makes them feel at ease and why safe doesn t have to equal boring.

Osaka is known for being business-focussed, which means that people work and commute late into the night. Even at the latest hours, businessmen are on the train, and the main terminals are populated as much at night as by day, said Yoshie Yamamoto, who moved from Kyoto 25 years ago and runs the oldest Noh theatre in the city. There is absolutely no problem for a lady to be travelling alone late at night on the subways.

The work-oriented culture can also lead to friendly conversation. Osaka is a city of salesmen, and the locals love to talk, Lee said. You can enter any small watering hole and be treated like a long lost friend. You may not understand a word of what they say to you, but the good vibes will win you over.

For a chance to mingle with the locals, Yamamoto recommends living in a downtown area such as Ikuno Ward or Abeno Ward, where Nagaya (traditional long houses) are still common. These places are relatively cheap as they have been inhabited by the same locals [for years], she said. If you are able to make friends with your neighbours, you will experience the true Osaka character filled with affection, warmth and friendship.

Those looking for a more nature-focused lifestyle can head to the bed towns surrounding the city, such as Minoh and Kita-Senri, which have easy train access to downtown Osaka, as well as the nearby cities of Kobe and Kyoto.

I feel incredibly safe, said Toni Hinterstoisser, general manager at the Andaz Amsterdam Prinsengracht, who moved from New York City three years ago. The people s free spirit makes them more relaxed about everyday things. Nobody gets agitated easily. This is true even of the police, who Hinterstoisser says are very present and polite, but also straight to the point.

While all of Amsterdam s neighbourhoods are considered safe, districts in the south such as De Pijp and Oud-Zuid are more upscale. To the east and north, neighbourhoods like Noord are considered to be up-and-coming. Hinterstoisser lives in Oud West (Old West), which he likes for being only 2km west of the city centre and near Vondelpark, the city s largest park.

One word of caution: no matter where you choose to live, don t expect a level house. As Amsterdam is mostly built on water, the houses are not completely straight, warned Hinterstoisser. If you put a tennis ball on one end of my living room, it will roll all by itself quite swiftly to the other side.

The city recently adopted a plan to spend $15 million a year improving footpaths and pedestrian crossings to encourage walking, and Victoria Moxey, originally from Buenos Aires and founder of local visitor guide Urban Walkabout, believes this is helping to keep life safe.

The streets are always filled with urban types sitting at coffee shops with friends, walking dogs or just exploring the city, she said. Sydney is a city where the more you walk the streets, the more you feel part of a community.

To make the most of this walking culture, expats often choose to live in Potts Point, 3km east of the city centre, where Art Deco apartment buildings and plentiful cafes give the neighbourhood a New York City vibe. Another favoured option is Surry Hills, 3km southeast of the centre, which has the best coffee spots and restaurants in town, drawing hipsters, design lovers and foodies.

For a true Australian beach lifestyle, residential-oriented Waverley or surfer-friendly Bronte are about 8km southeast of the city, while Rose Bay is an upscale harbourside option just 7km to the east.

It also ensure laws are enforced. Vanjre Ravi finds that Singapore locals are really honest. You can leave your bag at the table at any restaurant and go to the cashier to order food with the peace of mind that your bag will still be there, she said. Residents know that there is a high chance of being caught and punished.

A stable political environment and a no-tolerance policy for religious or racist jokes also contributes to a harmonic city vibe.

Still, living in such a populous area comes with its own set of challenges. Managing the daily commute is key when finding a place to live in Singapore, and locals advise living as close to work as possible. Vanjre Ravi recommends Tiong Bahru as a central hipster neighbourhood with specialty shops and trendy restaurants, though those in a higher income bracket can look at the Duxton Hill apartments near Outram Park, 2km west of downtown, notable for its restored colonial buildings and international cuisine.

Though it doesn t have the non-stop buzz of London, Kat finds that Stockholm s slower pace can sometimes be a blessing. Despite its small size, the city also feels dynamic and sophisticated , she said. Swedes are early adopters of things new, especially technology, and are frequently trendsetters.

Most people live in apartments close to the Central Business District, but those looking for better value should head 2km west to Kungsholmen, while a funkier vibe (evidenced in vintage shops and avant-garde galleries) can be found in S dermalm 3km to the south. The waterfront areas have also been recently redeveloped, with Hammarby Sj stad being among the most popular for its walkable boulevards and eco-conscious design.

Where do you rank in our tribe of worldly readers? Answer these questions to get a sense.





12/05/2018

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Military Intelligence Officer Jobs, travel intelligence.#Travel #intelligence

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  • Travel intelligence

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Intelligence

Travel intelligence

Intelligence

Every successful mission depends on intelligence that s relevant, timely and accurate. And it s up to Intelligence Officers to deliver it.

Every successful mission depends on intelligence that s relevant, timely and accurate. And it s up to Intelligence Officers to deliver it.

Travel intelligence

About This Job

Direct the analysis of top-secret satellite imagery. Be the first to ascertain the implications of the latest spy reports. Use keen analytical abilities to perceive patterns in Internet chatter. Intelligence Officers serve at the forefront of national security as they:

  • Supervise the collection, analysis and dissemination of critical information
  • Provide intelligence support to US Naval forces and multinational military forces
  • Advise executive-level decision makers in US government
  • Lead Enlisted personnel in gathering and analyzing mission-sensitive intelligence
  • Serve as a key part of the Information Dominance Corps in its mission to gain a deep understanding of the inner workings of adversaries and developing unmatched knowledge of the battlespace during wartime

As an Intelligence Officer, you will take on a wide variety of assignments, each one essential in its related mission or objective. This role may include:

  • Leading the planning, development, testing and deployment of information systems crucial to the intelligence process
  • Monitoring and analyzing maritime activities that pose a threat to national security, such as drug smuggling, illegal immigration, arms transfers, environmental mishaps and violations of UN sanctions
  • Delivering near-real-time operational intelligence assessment to high-level decision makers
  • Planning intelligence operations and managing intelligence programs
  • Enabling the collection of human intelligence
  • Leading teams of Enlisted experts who identify enemy targets for US or coalition forces
  • Overseeing the work of Intelligence Specialists Enlisted Sailors (no degree required) who help convert information into intelligence

As an Intelligence Officer, you will take on a wide variety of assignments, each one essential in its related mission or objective. This role may include:

  • Leading the planning, development, testing and deployment of information systems crucial to the intelligence process
  • Monitoring and analyzing maritime activities that pose a threat to national security, such as drug smuggling, illegal immigration, arms transfers, environmental mishaps and violations of UN sanctions
  • Delivering near-real-time operational intelligence assessment to high-level decision makers
  • Planning intelligence operations and managing intelligence programs
  • Enabling the collection of human intelligence
  • Leading teams of Enlisted experts who identify enemy targets for US or coalition forces
  • Overseeing the work of Intelligence Specialists Enlisted Sailors (no degree required) who help convert information into intelligence

Depending on interests, background and performance, Intelligence Officers have opportunities to serve worldwide:

  • Aboard ships
  • On bases and installations
  • In assignments at Joint Intelligence Centers

Learn more about the different disciplines that make up the Information Dominance Corps and how their expertise affects every part of the Navy, including the Department of Defense, and more.

Serving part-time as a Reservist, your duties will be carried out during your scheduled drilling and training periods. During monthly drilling, Intelligence Officers in the Navy Reserve typically work at a location close to their homes.

For annual training, they may serve anywhere in the world, whether on ships or on facilities on land both home and abroad.

A Navy Reserve Intelligence Officer, LCDR Susanne Lyons, discusses the personal and professional opportunities that the Navy Reserve has offered her.

Those pursuing an Intelligence Officer position are required to attend Officer Candidate School (OCS) in Newport, R.I. Upon completion, they attend a five-month basic course of instruction at the Navy and Marine Corps Intelligence Training Center in Dam Neck, Va., where they receive training in: electronic, anti-submarine, anti-surface, anti-air, amphibious and strike warfare; counterintelligence; strategic intelligence; air defense analysis; and combat mission planning.

From there, INTEL Officers embark on a 30-month operational fleet tour. This is typically an assignment with an aviation squadron, with an air wing staff or on board an aircraft carrier or amphibious command ship. Promotion opportunities are regularly available but competitive and based on performance. It s also important to note that specialized training received and work experience gained in the course of service can lead to valuable credentialing and occupational opportunities in related fields.

Most of what you do in the Navy Reserve is considered training. The basic Navy Reserve commitment involves training a minimum of one weekend a month (referred to as drilling) and two weeks a year (referred to as Annual Training) or the equivalent of that.

Intelligence Officers in the Navy Reserve serve in an Officer role. Before receiving the ongoing professional training that comes with this job, initial training requirements must be met.

For current or former Navy Officers (NAVET): Prior experience satisfies the initial leadership training requirement so you will not need to go through Officer Training again.





12/05/2018

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Travel Industry News & Conferences – EyeforTravel testing, travel intelligence.#Travel #intelligence

Rail appeal: a natural addition to the connected journey

It’s estimated to be a $1.3 trillion market and companies from across the travel spectrum are waking up to it, writes Sally White

EyeforTravel spies something beginning with B

Hello 2018, hello high-end, mobile-focused hotel

The age of anxiety and why too much choice is a.

EyeforTravel On Demand Content

Ken Frohling, VP Business Development, Viator by.

Heather Leisman, Managing Director Europe, HotelTonight.

Napoleon Biggs, Chief Strategic Officer, Gravitas Group.

EyeforTravel Blog

In today’s homepage story we publish the first in a two-part Q A with Winding Tree founder and CEO Max Izmaylov. In conversation with him this week, he recommended a fascinating.

On Nov 15 (11AM EST), senior executives.

Travel intelligence

Upcoming Events

Smart Travel Data Summit North America 2018

Feb 27, 2018 to Feb 28, 2018

EyeforTravel San Francisco 2018

Apr 9, 2018 to Apr 10, 2018

EyeforTravel Europe 2018

Jun 4, 2018 to Jun 6, 2018

EyeforTravel North America 2018

Oct 25, 2018 to Oct 26, 2018

EyeforTravel Data Digital Europe 2018

Nov 28, 2018 to Nov 29, 2018

Latest Reports

The Future of the In-Stay Experience

EyeforTravel North America Summit 2017 Round-up

The Future of the Online Giants: Expedia

Chinese Travel Consumer Report 2017-2018

The Global Luxury Travel Consumer

Latest Webinars

Webinar: Create Apps that Engage the Travel Customer

With mobile purchases on the rise, the travel industry is making great strides to be more relevant, but what could we be doing to become more engaging? Hear Trainline.com, Heathrow Airport and App Annie discuss app engagement

Webinar: How Can Travel Brands Evolve and Integrate as Fast as the Technology

We bought together experts from Hilton, Google and the Travel Corporation to discuss how, in a fast changing technology landscape, travel brands can evolve and integrate, keep up and thrive

How Travelbots are shaping the future of the traveller experience

EyeforTravel webinar from June 20 with [24]7 and Edwardian Hotels where we discuss how travelbots can improve your customer experience while reducing costs, as well as how chat bots are currently being used in the travel industry.

Webinar- Loyalty in Travel – The Changing Paradigm

EyeforTravel webinar with speakers from Wyndham and Expedia where they discuss increasing customer loyalty through effortless experiences

Drive Direct Bookings through Partnerships

GCH Hotel Group, Loco2 and Travelaer discuss how to make your customers drive direct through business-savvy partnerships.





17/02/2018

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Artificial Intelligence Has Reached a Travel Tipping Point, travel intelligence.#Travel #intelligence

Artificial Intelligence Has Reached a Travel Tipping Point

For years now, the travel industry has dabbled with artificial intelligence (AI), seeking to unlock the promise of more efficient communications and greater customer service between travel suppliers, travel agents and consumers.

So far, most of that potential has remained untapped, with only a handful of companies beginning to introduce AI to the booking process in a meaningful way.

But recent investments and beta tests are finally starting to bear fruit. In San Jose, Calif., Casto Travel recently launched the text message-based Marco, a mobile travel assistant powered by Mezi, a Silicon Valley startup. Marco was introduced for Casto s business travel clients and is already completing 60 percent of the current users bookings without human intervention, said president and CEO Marc Casto.

Casto Travel’s corporate travel clients use natural language to make a booking through Mezi, just as if they were emailing or calling a live agent. Users first set up a profile that is activated every time they interact with the system, helping the tool learn about the traveler s personal preferences so it can apply them to future booking conversations.

The chatbot is monitored by a live agent, who can jump in at any time, said Casto.

Client feedback has been stellar, Casto said, noting that working with technology companies in Silicon Valley has helped with the launch.

According to a recent survey by Allianz Global Assistance, 11 percent of Millennials prefer to work with artificial intelligence and chatbots, versus 4 percent of people 35 years of age and older. Twenty four percent of Millennials prefer to use online and instant messaging tools, versus 10 percent of their older peers.

The Marco launch has gone over so well that some of Casto s clients are using it as a recruiting tool because technology job applicants want to work for companies utilizing high-tech tools, Casto said.

Technology costs affordable to virtually any size agency

Based in Sunnyvale, Calif., Mezi works with a handful of other travel management firms, including Adelman Travel in Milwaukee, Wis. American Express Co. also utilizes Mezi for its Platinum cardmember concierge service.

While most of Mezi s clients are larger firms, Johnny Thorsen, Mezi vice president of strategy and partnerships, believes AI s economies of scale have reached the point where virtually any travel agency, no matter what size, can avail themselves of the technology.

We are at the beginning of a new phase where smaller companies will be able to move faster than the big guys, Thorsen said. He pointed out how Mezi s tool offers only three options to customers versus the overwhelming laundry list typically produced by an online travel agency (OTA).

If I tell you I want to travel at 3 p.m., why is an OTA forcing me to scroll through every option starting at 7 a.m.? he said. Similarly, If I have history of booking hotels near sports arenas, don t make me review 40 recommendations on a map. Show me the hotels near where I ve already told you I go.

Smaller agencies can use technology to delight clients

Samantha Ruiz, CEO and founder of Well Traveled, is a semi-finalist for the American Society of Travel Agents Entrepreneur of the Year Award. She says agents need tools like AI to better differentiate them from larger firms.

A lot of small travel brands struggle to differentiate. How do you beat the search algorithms of companies like Expedia and Priceline?” Ruiz said. “You need a tool to enable you to understand what the client s travel preferences are so you can delight them with great customer service.

Her company has developed software that reads the web pages a digital traveler visits, and categorizes them to develop a sense of what that individual is looking for. Travel is missing so much of the first two-thirds of the purchase path because it isn t capturing this data, Ruiz commented.

We want to help travel agents know that this person showed an interest in luxury travel, adventure, Alaska, hiking, before the agent initiates a booking discussion.

Automating booking will improve the agency profession

Casto and others also are hoping that the introduction of AI will allow travel agents to focus more on 21 st century selling and customer service skills, and less on low value-add expertise like GDS skills.

The presumption historically has been that travel agents, first and foremost, have to know the GDS. But that s inconsistent with today s customer service requirements, Casto said.

To succeed in the coming decades, Casto said, the successful agent will be someone who loves travel and wants to share their passion and travel knowledge with the world.

An AI-enabled travel agent needs to be good at delighting the customer, said Mezi CEO and co-founder Swapnil Shinde.

Priceline CEO foresees AI crisis managers assisting travelers

Speaking at the Skift Global conference in September, Glenn Fogel, CEO of the Priceline Group, said he foresees AI taking over tasks like rebooking travel plans during weather disruptions, delivering solutions automatically to a traveler s smartphone.

He gave an example of how today a traveler may receive a notification on the way to the airport that their flight has been cancelled or delayed, but the responsibility is then left to the traveler to rectify the situation.

In response to such a notification, a traveler might feel this way: I m already on the way. You told me there is a problem, but you re not solving the problem. I want that rebooked. When I get off the flight, I don t want to have to change the car service. I want that automatically done. Move my restaurant reservation to later. I want that changed. Notify the people I was eating with. I want my phone to be the key everywhere.

However, Fogel is not as confident about how quickly the industry will be able to deliver on AI s promise. When asked at the Skift forum how close the travel industry is to reaching the AI-enabled Promised Land, Fogel responded: Not so close. But we are getting there.

Travel intelligence

Travel intelligence





16/02/2018

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Amadeus Air Traffic Intelligence Solution #norway #travel

#travel intelligence
#

Travel intelligence in the digital era Amadeus Air Traffic

Pascal Clement, Head of Travel Intelligence at Amadeus, talks about the Air Traffic solution, the emergence of new technologies and holidays in the future.

What is the significance of travel intelligence for a company like Amadeus?

Business intelligence is all about three factors:  1) data 2) high technical analysis capabilities and 3) industry knowledge. Amadeus has all three and we are very good at all of them, so we are well placed to provide support to our customers in this area. The “classic” business intelligence tools  were struggling to bring the speed and relevance needed. But the emergence of new technologies and the abundance of digital data are now giving us the possibility of being much more relevant to help our customers understand their business in real time. The travel industry can be very fragmented, so this type of intelligence which gives a holistic view is a critical asset.

Can you give an example?

Let’s say that I’m an airline and I have a plane leaving in 4 days which still has 3 seats available. Data analysis on that route tells me that I never get late bookings for that particular itinerary around those dates. So, for instance, I may want to offer those seats at very competitive prices to some regular or platinum customers who fly regularly on that route or who I know are interested in that particular destination. This can help to drive both customer loyalty, as well as revenue increases.

What benefits can a tool such as Amadeus Air Traffic generate and for whom?

This solution calculates the most accurate air passenger volume for any Origin and Destination worldwide, including those dominated by low-cost carriers and direct airline sales. This means that airlines can plan and develop networks that respond to true passenger traffic demands and meet a clear need in the market based on complete Origin and Destination data.

In addition, airlines are major contributors to economic development because of the amount of business they bring to a certain place. If an airline allows you to go cheaply and easily from point A to B, this brings value to your capability of growing business in point B. Beyond the airline sector, many industries can benefit from these insights on air traffic flows between two particular points.

The travel industry seems to be moving away from a push supplier model to a pull model – the traveller is at the driver seat and becoming the centre of interest. Is there something for the traveller in travel intelligence tools?

Definitely. The number of travellers worldwide is growing – the expectation is that it will double in the next 10 years and they want to have a better understanding of the travel industry and the trends, because of how travel impacts their lives.  I can easily think of a tomorrow where I, as a traveller, will not have to look for my holidays – my holidays will be proposed to me by any provider who has the capabilities. For example, if I am someone who likes playing golf in Spring, I could be offered very targeted holidays based on that data, at the appropriate time and in the appropriate geographies. We will need more proactivity on the part of the travel players, and travellers will like it. The deployment of data and intelligence – increasingly referred to as Big Data – has the potential to improve the traveller experience in many ways, such as being more inspired by travel providers about different travel choices, easier and more seamless booking right through to better management of disruption if it occurs while travelling.

Which trends in travel intelligence do you see taking off in the future?

As an example of the wealth of data available from Amadeus Air Traffic intelligence solution, take a look at the infographic below, which identifies trends in air traffic volume and areas of industry growth. For more information see the full press release 300 world super routes attract 20% of all air travel .





08/01/2018

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Travel intelligence #cheap #car #rental #deals

#travel intelligence
#

How it all works

The Most Travel Shoppers

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Qualified Customers

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Actionable Data

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13/11/2017

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ALL Associates Group #business #intelligence #associates #inc


#

You could get a reasoned estimate of the size and cost of document activity for any company, in any industry, anywhere in the world in 5 minutes?

You can with EDAM

Read more

  • Document Experts Industry experience of over 15 years We’ve been shaping the field of Enterprise Document Management since 1997, using innovative, predictive analytic tools such as our patented EDAM system. Major vendors and channel partners have come to rely on our data, models and methodologies to support their own sales and marketing activities.

    ALL Associates Group provides predictive modeling solutions using targeted business intelligence, statistics, and data mining

    Click here for our End User product offerings and consulting services that will identify waste and optimize your document system.

    Accuratly uncover hidden costs, and savings potential, enabling your clients to visualize the full advantage of your MPS services.

    Our database products and tools offer unprecedented insight into global organizations. Empowering your sales force with competitive intelligence.

    About ALL Associates Group

    ALL Associates Group is internationally recognized as an industry leader in predictive modeling and data analytics. We have supported the ever changing needs of major industry manufacturers, channel dealers and global end users over the past 15 years. ALL Associates Group’s EDAM can rapidly expose an organizations underlying business process systems costs and savings opportunities.

    Client testimonial

    We have found AAG and their tools to be a unique differentiator in developing client specific sales strategies, arming us with the data needed to address client requirements and the ability to accurately project the resulting impacts across their enterprise when our solutions are deployed.


    12/10/2017

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  • Hargrove – Associates, Inc #business #intelligence, #business #intelligence #services, #custom #development,


    #

    Turn your data into a powerful asset with HAI.

    Turn your data into a
    powerful asset with HAI.

    For 25 years and counting, Hargrove & Associates, Inc. has been helping companies, manufacturers and trade associations make better business decisions backed by meaningful data. Businesses small and large in the United States and across the globe depend on our people, processes, and technology.

    Partner with us for forward-looking, dependable solutions for your data processing and business analysis needs.

    Business Intelligence

    Custom Development

    Technology and tools built to your unique business needs.

    First, we help you define measurable business goals. Then, we custom build the tools you need to collect, manage, and output your data.

    We believe technology should be flexible and responsive so you can get data when you need it whether you’re working at your desk or consulting with a vendor in the field.

    Plus, we’re Microsoft certified and pride ourselves on integrating our technology with today’s business tools while monitoring the trends of tomorrow.

    Data Processing Services

    From data collection to curation, we’re here to help.

    Our experienced support team can help you collect, process, and distribute your data. We can also help your team understand how to use your data effectively and efficiently because data is only as good as the people using it.

    Ask us about our customizable training and continuing education services for our technology and reporting tools.

    Meet Our Team

    We are dedicated stewards of your data.

    As the trusted protectors of your data, we promise honesty, integrity, and dependability. We have the capacity to handle your current needs and anticipate future challenges.

    Our team of motivated and skilled professionals take pride in helping you maximize your data, and have the ability and foresight to evolve with your changing needs.

    Stan Hargrove

    Claire Hargrove

    Brian Seebacher

    Dustin Carlson

    Matthew Corcoran

    Laurel Ogren

    Koni Kogan

    Nathan Groon

    Raj Abbu

    Kim Strauss

    Let’s Connect

    Tell us what you need.

    Great partnerships begin with a simple introduction. We’d love to meet you and discuss your data processing and business analysis needs. Drop us a line today and we’ll be in touch soon.

    You can always reach us at (612) 436-5500.

    Thank You!

    Expect to hear from us soon.

    2015 Hargrove Associates, Inc.

    100 North 6th Street, Suite 306B, Minneapolis, MN 55403 USA
    +1 612 436 5500

    Hargrove Associates, Inc. // 100 North 6th Street, Suite 306B, Minneapolis, MN 55403 USA // +1 612 436 5500


    28/09/2017

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    Dashboard Software #dashboards, #excel #dashboards,dashboard #software,dataviz,excel #dashboards #software #excel #dashboard, #access


    InfoCaptor Business Intelligence Super easy data discoveryDrag and drop visual analyticsBest Dashboard DesignerCreate Dashboard MockupsD3js based visualizationsFully web basedEnterprise ReadyScalable from department to 1000s of usersSuper AffordableGoogle AnalyticsSalesforceCSV FilesPackaged Data warehouse

    InfoCaptor is an extremely competent product, capable of addressing many BI, data visualisation and analytics needs at a very modest price. Deployment can either be in-house or on the web, and in either case the interface is browser based. This is a pragmatic, ‘get-the-job-done’ solution without the surface gloss and high prices charged by other suppliers.
    Martin Butler. Butler Analytics

    Free business intelligence and dashboards

    Why spend thousands and millions in business intelligence tools? InfoCaptor is free for Startups, Non-profits and students InfoCaptor the cheapest dashboard software

    Excel Dashboard Software

    Stop building dashboards in Excel! InfoCaptor provides a clear path to keep your data and dashboard presentation separate. Works with CSV, Excel or any TXT datasets

    Rapid Analytics

    It takes under 10 mins to build your first dashboard. Drag drop visual analytics does not limit you thinking in terms of X and Y axis. Rapidly change visualizations to see data from different angles. Keep what you like and package them into published dashboards.

    Ad-hoc Visualization

    Drag and Drop Visual Analyzer for self-service data exploration. Takes only few clicks from data to final dashboards.

    Prototyping Mockups/Dashboards

    Provides a prototyping and flowcharting engine for quick dashboard mockups.Free style placement of widgets.[no restrictive grids]

    Collaboration

    Projects and user groups for collaborative work. Embed dashboard or individual widgets LIVE on any web page. Integrate executive dashboards straight into your sharepoint portal or your website for live interactions

    Data Sources

    Variety of JDBC and ODBC sources including Microsoft Excel, Microsoft Access, Oracle, SQL Server, MySql, DB2, Progress,Sqlite,PostgreSQL, Hadoop Hive, Cloudera Impala and HTTP API for web services

    Security and Data Governance

    Enterprise user access control mechanism.Integrates with LDAP or Active Directory.Public or private dashboards.

    Visualizations

    Comprehensive library from pivot tables to bars, stacks,area and scatter plots. Hierarchical visualizations such as Circle pack, Treemap, sunburst and cluster charts. Trellis and small multiples.

    How is InfoCaptor unique and different

    InfoCaptor is simply a web based application that works on every platform [windows, linux/unix or Mac].

    Web and browser based dashboard designer and bi tools are a must to establish a firm data-driven culture. Why spend thousands of dollars on each desktop license and then millions of dollars on server licenses?

    Compared to other vendors like Tableau or Qlikview, InfoCaptor is extremely affordable.

    • Quickly upload CSV data and build Excel Dashboards
    • Simply connect to any SQL database and build live SQL dashboards
    • Use Hadoop connectors for Bigdata and make bigdata dashboards
    • Free dashboard software for Startups, Students and Non-profits

    InfoCaptor Visual Analyzer enables you to rapidly browse datasets and spin it across variety of visualizations

    No SQL knowledge necessary. No Technical skills needed.

    Explore InfoCaptor’s Features and Benefits

    • Self service Adhoc analysis
    • Bird’s Eye view of entire operation
    • Quick prototyping
    • Public dashboards – accessible as web page URL
    • Dynamic dashboards with filters/parameters
    • Unlimited drill downs
    • In-memory packaged dashboards
    • Static dashboards for mockups and prototyping
    • Visual Alerts
    • Motion Alerts
    • Email Alerts
    • Sound Alerts
    • Flowchart and Prototyping Engine
    • Vector Charts – SVG and HTML5
    • D3js based advanced visualization
    • Awesome Visual Analyzer
    • Gauges/Dials for KPI monitoring
    • Bullet chart/graph for performance tracking
    • Bar charts/Group/Column bars
    • Line chart and Area chart
    • Scatter charts and Bubble Scatter chart
    • Circle Pack and Treemap
    • Chord and Sunburst
    • Cluster diagrams

    Has InfoCaptor Convinced you?

    If so, click to buy now, including 60 minutes of dashboard development for free!

    Wow, This tool has amazing capabilities!

    This tool has amazing capabilities and can analyze from simple spreadsheets to complex data sources with ease and that too in your browser. I can stitch several spreadsheets with ease by just copy pasting the required elements and analyze further.Visualizations are amazing. Great product for non enterprise users too! Parag Khadye – BI Manager at Accenture

    Selected Media mentions

    Selected People who mentioned InfoCaptor visualizations (you could be one)


    26/09/2017

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    What is threat intelligence (cyber threat intelligence)? Definition from #threat #intelligence


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    threat intelligence (cyber threat intelligence)

    Threat intelligence, also known as cyber threat intelligence (CTI), is organized, analyzed and refined information about potential or current attacks that threaten an organization.

    The primary purpose of threat intelligence is helping organizations understand the risks of the most common and severe external threats, such as zero-day threats. advanced persistent threats (APTs ) and exploits. Although threat actors also include internal (or insider) and partner threats, the emphasis is on the types that are most likely to affect a particular organization’s environment. Threat intelligence includes in-depth information about specific threats to help an organization protect itself from the types of attacks that could do them the most damange.

    In a military, business or security context, intelligence is information that provides an organization with decision support and possibly a strategic advantage. Threat intelligence is a component of security intelligence and, like SI. includes both the information relevant to protecting an organization from external and inside threats as well as the processes, policies and tools designed to gather and analyze that information.

    Threat intelligence services provide organizations with current information related to potential attack sources relevant to their businesses; some also offer consultation service.

    This was last updated in November 2015

    Continue Reading About threat intelligence (cyber threat intelligence)

    Related Terms

    black hat Black hat refers to a hacker who breaks into a computer system or network with malicious intent. See complete definition browser hijacker (browser hijacking) A browser hijacker is a malware program that modifies web browser settings without the user’s permission and redirects the user. See complete definition computer worm A computer worm is a type of malicious software program whose primary function is to infect other computers while remaining. See complete definition


    22/09/2017

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    What is business intelligence? #web #business #intelligence


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    What is business intelligence?

    Business intelligence (BI) simplifies information discovery and analysis, making it possible for decision-makers at all levels of an organization to more easily access, understand, analyze, collaborate, and act on information, anytime and anywhere. This definition for BI demonstrates that traditional analyst-driven BI applications have evolved to include multiple initiatives to measure, manage, and improve on the performance of individuals, processes, teams, and business units. For this reason, Microsoft delivers BI tools that can give every employee access to the data required to make informed decisions and that have the flexibility to work the way they do. As a result of extending the definition of BI, Microsoft sees information and insight flowing steadily between three main categories of BI: personal (http://go.microsoft.com/fwlink/?LinkId=125349), team (http://go.microsoft.com/fwlink/?LinkId=125350), and organizational (http://go.microsoft.com/fwlink/?LinkId=125351).

    During the course of business, the following questions must be asked. The functions of monitoring, analyzing, and planning delve into these questions.

    What has happened?

    What is happening?

    What will happen?

    What do we want to have happen?

    Microsoft Office PerformancePoint Server 2007 provides applications that help you monitor, analyze, and plan. This section describes the ways Microsoft delivers business intelligence.

    The Microsoft BI stack

    Business intelligence is achieved with the following actions and corresponding tools.

    Provide quality data: Business intelligence is built on the scalable and reliable SQL Server 2005 platform with a powerful relational database management system, SQL Server Integration Services, SQL Server Analysis Services, SQL Server Reporting Services, and SQL Server data mining capabilities. For more information the SQL Server 2005 BI platform, see About business intelligence; data warehousing (http://go.microsoft.com/fwlink/?LinkId=125352) on Microsoft.com.

    Gain deeper insight and facilitate better decision making: Reporting and analysis are the capabilities that allow you to gain deeper insight from your data. To learn more about reporting and analysis, see About Business Intelligence: Reporting (http://go.microsoft.com/fwlink/?LinkId=125353) on Microsoft.com.

    Align decisions with corporate goals: PerformancePoint Server is a powerful performance management application that provides the infrastructure to link executives, line-of-business managers, or individual contributors to the overall corporate strategy.

    For more information about business intelligence, see Microsoft Business Intelligence frequently asked questions (http://go.microsoft.com/fwlink/?LinkId=125354) on Microsoft Office Online, About Business Intelligence (http://go.microsoft.com/fwlink/?LinkId=125355) on Microsoft.com, and watch Why is Business Intelligence Important? (http://go.microsoft.com/fwlink/?LinkId=125356).

    See Also

    Concepts


    22/09/2017

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    Case Study: Solving Call Center Employee Attrition #talent #analytics, #talent #intelligence,


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    Case Study: Solving Call Center Employee Attrition

    Business Challenge:

    A global financial services firm was experiencing 60% voluntary attrition among Customer Service Representatives (CSRs). They hired close to 30,000 CSRs annually, making this an unrecoverable multi-million dollar expense. To be placed in a full-time role these CSRs had to pass a Series 7 exam. In preparation for this exam, new hires were paid for 12 weeks of training culminating in a Series 7 exam. If they did not pass the first time they were fired.

    Enter Talent Analytics.

    By selecting candidates that are more likely to pass training, we get more agents past that hump and onto the phone where they begin to provide value to their employer. Fewer candidates waste their own time in a career that they ultimately don’t want. The contact center spends less money acquiring, recruiting and training agents. Performance goes up. Engagement goes up. Attrition goes down. Customers feel it.

    Results:

    “This work had tremendous impact on the bottom line of our business, and the quality of service we gave our customers. Within months of hiring people with characteristics that Talent Analytics correlated to high business performance, employee turnover dropped by over 30%, yielding a multi-million dollar annual savings.” – EVP, Financial Services Firm

    Request this Talent Analytics Case Study to See Our Approach in Action.

    Subscribe Connect

    “Within a single dashboard view, Talent Analytics’ Winning Roles predictions allows data scientists to upload and update candidate prediction models. This enables hiring managers and HR leaders to instantly identify great candidates, dynamically compare them to multiple open positions, and place the candidate where those models predict them to succeed. Advisor is the only platform on the market today that brings together both the business and science of workforce planning.”

    Chad Harness, VP and Lead Human Capital Analytics Consultant at a large regional US bank


    22/09/2017

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    Teradata Interview Questions, teradata business intelligence.#Teradata #business #intelligence


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    teradata business intelligence

    How many codd’s rules are satisfied by teradata database?

    What is fsldm in Teradata ?

    What is log table? What is the use of log table?

    MultiSet Table and Duplication

    Why fastload does not support multiset table and duplication?

    Fload, Mload and error tables

    How many error tables are there in fload and what are their significance/use?

    Can we see the data of error tables?

    How many error tables are their in mload and what is there use?

    When mload job fails, can we access mload tables? If yes then how?

  • What is the difference between multiload & fastload interms of.
  • What is the difference between Multiload & Fastload interms of Performance?

    What is the meaning of skewness in Teradata? When do we use nullif function in Teradata?

    How will you avoid Skewness?

    What are the difference between Teraadata Versions?

  • How does indexing improve query performance?
  • How does indexing improve query performance?

  • ODBC – cli configuration in teradata
  • ODBC – CLI configuration in TERADATA

    How do we configure ODBC and CLI in TERADATA systems.

  • What are two examples of an oltp environment?
  • What are two examples of an OLTP environment?

    � � Transactions take a matter of seconds or less.

    � � Many transactions involve a small amount of data.

  • What is the difference between GLobal temporary tables and volatile.
  • What is the difference between Global temporary tables and Volatile temporary tables?

    Global Temporary tables (GTT) –

    1. When they are created, its definition goes into Data Dictionary.

    2. When materialized data goes in temp space.

    3. thats why, data is active upto the session ends, and definition will remain there upto its not dropped using Drop table statement.

    If dropped from some other session then its should be Drop table

    4. you can collect stats on GTT.

    1. Table Definition is stored in System cache

    2. Data is stored in spool space.

    3. thats why, data and table definition both are active only upto session ends.

    4. No collect stats for VTT.

  • Teradata performance tuning and optimization
  • Teradata performance tuning and optimization

    what is an optimization and performance tuning and how does it really work in practical projects. can i get any example to better understand.

    There are 2 tables, table A with 10 million records, table B has 100 million records, now we are joining both tables, when we seen Explain Plan the plan showing TD will took the table A and it will redistributes it

  • Vertical & horizontal partitioning, join & hash indexes and ppi?
  • Vertical & Horizontal Partitioning, Join & Hash Indexes and PPI?

    What are the differences between the followings?

    – Vertical & Horizontal Partitioning

    – Join & Hash Indexes

  • What are the enhanced features in teradata v2r5 and v2r6?
  • What are the enhanced features in Teradata V2R5 and V2R6?

  • What is basic teradata query language?
  • what is basic teradata query language?

    How many version is there in Teradata? please give me detail information for version ? Version Name and Particular date ?

  • Which two statements are true about a foreign key?
  • Which two statements are true about a foreign key?

    Each Foreign Key must exist as a Primary Key.


    20/09/2017

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  • Accelerated Business Intelligence, teradata business intelligence.#Teradata #business #intelligence


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    Accelerated Business Intelligence

    Welcome!

    Turning Big Data in to Sensible Business Information

    Latest Blog Posts

    • Teradata business intelligence

    #datavault 2.0, Hashes, one more time

    A fact based look at Hashing and Sequences and Collision Strategies in Data Vault 2.0 Standards.

  • Teradata business intelligence

    #datavault 2.0 and Hash Keys, Again?

    Yet another dive in to Hash Keys and Data Vault 2.0

  • Teradata business intelligence

    #datavault Meetups! Australia / New Zealand!

    Data Vault 1.0 and 2.0 Meetups in Australia and New Zealand in August 2017. I will be there in person!! don t miss this chance to talk with me!

  • Teradata business intelligence

    #datavault Models, Business Purpose, Data as an Asset

    A short walk through what the Data Vault is really about. I hope you enjoy this lesson. I ve got plenty of customers achieving / receiving real business value monetary value, from their Data Vault 2.0 solutions, and yes, they are able to see the data as an asset as a result of this process.

  • Teradata business intelligence

    Joins, Natural Keys, Hashing MPP and #datavault

    A walk back through the joins, hashing, Teradata, key selection, and arguments for and against sequence numbers. While this post is specifically related to Teradata, there are some generic statements here that apply to all MPP solutions.

  • Teradata business intelligence

    Maturity, Automation, Data Vault Standards Round 4

    An executive viewpoint on why standards matter, and how you can optimize and mature your EDW / BI solution today.

  • Teradata business intelligence

    Data Vault Standards Round 3

    Another round in the arguments as to why standards are important. Again, if there is feedback, I welcome it.

  • Teradata business intelligence

    Data Vault and Following Standard

    A short look at why the Data Vault standards are the way they are.


    20/09/2017

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  • Amadeus Air Traffic Intelligence Solution #travel #nursing

    #travel intelligence
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    Travel intelligence in the digital era Amadeus Air Traffic

    Pascal Clement, Head of Travel Intelligence at Amadeus, talks about the Air Traffic solution, the emergence of new technologies and holidays in the future.

    What is the significance of travel intelligence for a company like Amadeus?

    Business intelligence is all about three factors:  1) data 2) high technical analysis capabilities and 3) industry knowledge. Amadeus has all three and we are very good at all of them, so we are well placed to provide support to our customers in this area. The “classic” business intelligence tools  were struggling to bring the speed and relevance needed. But the emergence of new technologies and the abundance of digital data are now giving us the possibility of being much more relevant to help our customers understand their business in real time. The travel industry can be very fragmented, so this type of intelligence which gives a holistic view is a critical asset.

    Can you give an example?

    Let’s say that I’m an airline and I have a plane leaving in 4 days which still has 3 seats available. Data analysis on that route tells me that I never get late bookings for that particular itinerary around those dates. So, for instance, I may want to offer those seats at very competitive prices to some regular or platinum customers who fly regularly on that route or who I know are interested in that particular destination. This can help to drive both customer loyalty, as well as revenue increases.

    What benefits can a tool such as Amadeus Air Traffic generate and for whom?

    This solution calculates the most accurate air passenger volume for any Origin and Destination worldwide, including those dominated by low-cost carriers and direct airline sales. This means that airlines can plan and develop networks that respond to true passenger traffic demands and meet a clear need in the market based on complete Origin and Destination data.

    In addition, airlines are major contributors to economic development because of the amount of business they bring to a certain place. If an airline allows you to go cheaply and easily from point A to B, this brings value to your capability of growing business in point B. Beyond the airline sector, many industries can benefit from these insights on air traffic flows between two particular points.

    The travel industry seems to be moving away from a push supplier model to a pull model – the traveller is at the driver seat and becoming the centre of interest. Is there something for the traveller in travel intelligence tools?

    Definitely. The number of travellers worldwide is growing – the expectation is that it will double in the next 10 years and they want to have a better understanding of the travel industry and the trends, because of how travel impacts their lives.  I can easily think of a tomorrow where I, as a traveller, will not have to look for my holidays – my holidays will be proposed to me by any provider who has the capabilities. For example, if I am someone who likes playing golf in Spring, I could be offered very targeted holidays based on that data, at the appropriate time and in the appropriate geographies. We will need more proactivity on the part of the travel players, and travellers will like it. The deployment of data and intelligence – increasingly referred to as Big Data – has the potential to improve the traveller experience in many ways, such as being more inspired by travel providers about different travel choices, easier and more seamless booking right through to better management of disruption if it occurs while travelling.

    Which trends in travel intelligence do you see taking off in the future?

    As an example of the wealth of data available from Amadeus Air Traffic intelligence solution, take a look at the infographic below, which identifies trends in air traffic volume and areas of industry growth. For more information see the full press release 300 world super routes attract 20% of all air travel .





    08/09/2017

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    Business Intelligence #business #intelligence,what #is,definition,business #intelligence #software,business #intelligence #solutions,buisness,inteligence,busines


    Business Intelligence

    An enterprise Business Intelligence solution must satisfy the reporting and analysis needs of everyone in the organization, from front line workers to executives to analysts.

    Business Intelligence (BI) is a broad category of computer software solutions that enables a company or organization to gain insight into its critical operations through reporting applications and analysis tools. BI applications may include a variety of components such as tabular reports, spreadsheets, charts, and dashboards. Although traditional business intelligence systems were delivered via host terminals or paper reports, the typical modern deployment of a BI application is over the web, via Internet or intranet connections. It is also possible, and becoming more popular, to develop interactive BI apps optimized for mobile devices such as tablets and smart phones, and for e-mail.

    Well-designed BI applications can give anyone in your company the ability to make better decisions by quickly understanding the various “information assets” in your organization and how these interact with each other. These assets can include customer databases, supply chain information, personnel data, manufacturing, product data, sales and marketing activity, as well as any other source of information critical to your operation. A robust BI application, which includes integration and data cleansing functions, can allow you to integrate these disparate data sources into a single coherent framework for real-time reporting and detailed analysis by anyone in your extended enterprise – customers, partners, employees, managers, and executives.

    Check out these live Business Intelligence demos for examples of reports, charts, scorecards and dashboards that satisfy diverse end user requirements on both mobile devices and desktop computers.

    WebFOCUS – Information Builders’ comprehensive suite of BI software and the industry’s most secure and flexible solution – provides comprehensive BI functionality for many different classes of users, from the corporate executive to the assembly line worker; from the financial analyst sitting at his desk to the sales rep who’s always on the road. WebFOCUS allows organizations to leverage any data source, transform it into useful information, and deliver it in an actionable format to any end user, both within and outside the enterprise.

    WebFOCUS reduces the cost and time for development and deployment of BI applications, while providing powerful, scalable, enterprise-wide BI solutions.

    WebFOCUS BI software will empower your organization to:

    • Process requests quickly, intelligently, and efficiently
    • Respond faster and more efficiently to changing conditions affecting your organization
    • Make your greatest asset – information – part of your organization’s natural culture
    • Transform raw data into intuitive, illustrative enterprise reports quickly and easily
    • Enhance reporting systems by incorporating transactional forms, as well as data maintenance and update capabilities
    • Deliver usable information to both local and remote workers in the format that works best for them, whether it’s html, Microsoft Excel, Adobe PDF, e-mail or active technologies with built-in analytics capabilities.

    To find out more about BI, read our white paper “Worst Practices in Business Intelligence: Why BI Applications Succeed Where BI Tools Fail .” In it you’ll see the most common mistakes made in BI deployments and how to avoid them so your BI applications will be as successful and effective as possible.


    06/09/2017

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    Elaine Carey #elaine #carey, #managing #director, #forensics, #litigation #consulting, #risk #mitigation,


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    Elaine Carey

    • Energy, Power Products
    • Mining
    • Telecom, Media Technology (TMT)

    Elaine Carey is a Managing Director at FTI Consulting and is based in Los Angeles. She is a member of the Global Risk and Investigations Practice in the Forensic and Litigation Consulting segment. Ms. Carey joined FTI Consulting in 2012 and manages complex investigative, business intelligence and risk mitigation consulting assignments undertaken by FTI Consulting globally.

    Ms. Carey has served as an advisor and problem solver to senior executives of Fortune 100 and multinational corporations and law firms for more than 20 years, overseeing clients most complex and sensitive problems around the globe involving integrity, political, security and reputational risks.

    Ms. Carey recently served as Senior Director, National Director of Investigations, and Head of the Los Angeles office of Control Risks. Ms. Carey led all investigative work in North America for Control Risks for more than 11 years including due diligence, fraud, business intelligence, FCPA compliance, anti-corruption programs, litigation support, asset-tracing, counterfeiting, supply chain issues and money laundering for corporations and law firms.

    Ms. Carey, who speaks Spanish, has extensive experience in working with multinational corporations and law firms on FCPA and anti-corruption issues globally but particularly in Latin America, primarily in Mexico, Brazil, Venezuela and Colombia. She has managed corruption and fraud investigations that often involved political and governmental corruption, cartels, and organized crime. She has led investigations which uncovered money laundering by cartels through investment firms and money laundering and supply chain infiltration through Fortune 500 corporations. She has led anti-money laundering reviews and investigations for Latin American banks and money service businesses.

    Prior to joining Control Risks, Ms. Carey was a Director with PricewaterhouseCoopers Investigations in Los Angeles. She managed a broad range of complex matters including anti-corruption investigations in Latin America, Asia and the Middle East including a major apparel sweatshop investigation in Asia, a major internal bank fraud in the Middle East and massive corruption in a Fortune 100 food manufacturer s Latin American subsidiary.

    Ms. Carey also served as Managing Director for Kroll Associates in Southern California, where she managed firm wide operations in Southern California.

    Early in her career, Ms. Carey was an investigative journalist, reporting from more than 30 countries on political, economic, business and social developments. She was both a print and radio journalist for American and British media including the Atlanta Constitution. Christian Science Monitor. The Economist. ABC Radio, The Financial Times Newsletter and UPI. Ms. Carey established an office in Moscow for Cox Newspapers in 1988.

    Ms. Carey has been interviewed frequently on issues of risk, fraud and money laundering in the national media.


    26/08/2017

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    Hybrid Business Intelligence with Power BI #sql #server, #powerbi, #hybrid #business


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    Hybrid Business Intelligence with Power BI

    This week in the social media chatter, I noticed tweets regarding a new Microsoft white paper by Joseph D Antoni and Stacia Misner published to TechNet on Hybrid Business Intelligence with Power BI. This white paper is a fantastic technical overview and a must-read for groups looking at Power BI, wondering how to best implement it with existing on-premises business intelligence BI, or Azure Infrastracture as a Service (IaaS) hosted BI. Covered topics include:

    • hybrid BI technical architecture options
    • data management gateway
    • best practices for:
      • integrating security
      • identity management
      • networking
      • Office 365

    Aside from small businesses that may only have cloud hosted solutions, many businesses currently have a combination of cloud and on-premises data sources. Just think about how many groups use Salesforce.com, Google Analytics, Constant Contact, and other departmental cloud applications. Typically, I see those groups leveraging APIs or connectors to bring cloud data back on site into a local data warehouse for creating reports. We are taking those same concepts quite a bit further with Microsoft Azure and Power BI.

    Ideally, we are no longer moving all of the data in our big data world. Concepts like data virtualization, for example, are becoming more popular. Most likely, we are now tasked to deliver a transparent Microsoft BI experience across Office 365 and existing on-premises SharePoint portals or data sources.

    Understanding how to architect hybrid-BI scenarios is becoming a more important skill to master in our profession. However, prior to this new white paper, finding the answers and best practices for it was fairly challenging.

    Security in a Hybrid World

    Upon a brief skim through this new technical whitepaper, I noticed a lot of content around networking and identity management. Historically, identity management and security in Microsoft BI has not been easy to master. In a hybrid BI world, these topics appear to be comparable or even a bit more complex.

    Let s face it, getting through a SharePoint 2013 BI farm installation and configuration can be a daunting process for even the top talent in the world. I usually advise to folks considering a new SharePoint 2013 BI farm installation to first read Kay Unkroth s incredible white paper to understand SharePoint security, Microsoft BI security, and Kerberos delegation concepts.

    Managing user security in Office 365 looks comparable to on-premises SharePoint security. There are options to federate Active Directory (AD) to Office 365 and use Single Sign On (SSO). There are additional alternatives for multi-factor authentication in scenarios where you require additional layers of security.

    In hybrid BI scenarios where you have Analysis Services or Reporting Services hosted on Microsoft Azure VMs, you might also need to configure Azure AD, AD Federation Services (ADFS), and the Azure Active Directory Sync tool to synchronize passwords, users, and groups between on-premises AD and Azure AD supporting the Office 365 installation. The new Hybrid Business Intelligence with Power BI white paper goes into detail on those concepts and includes links to a plethora of excellent resources.

    Data Management Gateway for Power BI

    At the moment, Data Management Gateway appears to be the key to hybrid BI with Office 365 Power BI. The Data Management Gateway is a client agent application that is installed on an on-premises server and copies data from internal data sources to the Power BI cloud data source format.

    Office 365 Power BI data sources are a bit of a cloud data island per se, but over time it should continue to evolve. Present Power BI Data Refresh capabilities, basically Excel workbooks deployed to a Power BI site, can have a single data refresh schedule from the following supported data sources:

    • On-premises SQL Server (2005 and later)
    • On-premises Oracle (10g and later)
    • Azure SQL Database
    • OData feed
    • Azure VM running SQL Server

    Now, if you have a VPN connection and Azure virtual network, it opens up many more potential data sources for Power BI. In that case, accessing data sources with Power BI data connections and scheduled refresh is similar to on-premises Power Pivot except it sure looks like you still need Data Management Gateway to get that data into Power BI-land. The white paper section labeled Power BI Data Refresh goes into deep detail on supported data sources, data refresh schedules, and various data location scenarios.

    Sending Feedback to Microsoft

    We are just beginning to see Microsoft BI and Power BI in a cloud and hybrid world. Groups that are using Power BI and hybrid BI today are early adopters. We would all benefit from hearing about their tips, tricks, and lessons learned. I see a lot of continual changes in Azure and total confusion out here especially around Azure cloud BI and Power BI with on-premises data sources.

    If you have Microsoft technical content requests, you can send feedback to the teams that develop these resources to get new topics on their radar. Don t assume someone else has already expressed a need. If no one asks or complains, the folks in Redmond may be completely unaware of that need. It really is that simple.


    24/08/2017

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    Business Analytics Certificate #business #intelligence #certificate


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    A diverse group of Walton College alumni who are ambassadors for the college and who use their experience and insight to advancement the college’s goals.

    Prominent business leaders who actively support the Dean in advancing the mission and vision of the Sam M. Walton College of Business.

    Designed to honor, preserve and perpetuate the names and outstanding accomplishments of business leaders who have brought lasting fame to Arkansas.

    Stay Connected

    We want to keep in touch and continue to develop the bond you have with Walton. Your support is important to us as we make our programs stronger and more secure for future generations.

    We’d like to hear from you, as well as keep you updated.

    For nearly a century, the Walton College has excelled because of benefactors like you.

    Business Analytics Certificate

    The Sam M. Walton College of Business’ Graduate Certificate in Business Analytics provides students with a solid foundation in the effective management and use of relational and dimensional data, the application of statistical decision-making theory, and the exploration and utilization of data through advanced data mining tools and techniques.

    Industry Exposure. Hands-On Experience

    In the growing world of “big data,” business analysts must be able to take those massive data sets that are too large or varied for conventional tools to manage and mine effectively, and make sense of all the pieces of information.

    Once the large amounts of data are extracted, the information must be grouped and presented in a way that can be understood and used to make business decisions.

    The need to effectively analyze big data is growing at an amazing rate, but corporations are finding that they lack enough skilled professionals to fill those roles. Industry analysts predict that the United States will soon face a vast shortage of people with deep analytical skills as well as the managers and analysts qualified to make decisions based on that data.

    Designed for both business and non-business graduate students, this certificate program allows students to gain knowledge of and hands-on experience with:

    • Fundamentals of analytics, decision support and estimation models
    • Data management concepts
    • Data mining

    Program Length: 9 months

    Inside the Business Analytics Certificate Program

    Unparalleled

    The Graduate Certificate in Business Analytics is differentiated by a unique combination of features:

    • Weekend Delivery – one Saturday a month
    • Gain hands-on experience using large, real-world data sets from some of the world’s most prominent companies
    • Leverage enterprise platforms and tools from IBM, Microsoft, SAP, SAS, and Teradata
    • Complete 12 hours of graduate coursework over 2 semesters with an option to transition into the Professional MIS degree program upon completion

    Real-World Datasets

    Our multiple enterprise systems platforms coupled with large, real-world datasets play a very important role in the curricula at the Walton College.

    Required Courses 9 credit hours

    View Admissions Requirements

    Application Requirements for Graduate Certificates

    Application Form – Apply Online. – You will not submit academic documents or letter of recommendation information with the application for admission. The Graduate School of Business will send you an email outlining how to activate your Applicant Center in UA Connect to upload documents and recommender information. Please allow up to five business days for email notification.

    Application Fee (non-refundable) – A $60.00 application fee must accompany application materials. The fee must be made payable to the University of Arkansas in U.S. dollars, drawn on a U.S. bank. The application fee is non-refundable and no application will be processed without the fee. Please call (479) 575-2851 to pay with a credit card.

    Résumé – For applicants to the full-time programs, a copy of a current resume is required. Be certain that your resume indicates your full-time and part-time employment history, extracurricular collegiate, professional, and community activities, honors and awards, and foreign language proficiency. For applicants to the part-time programs, please submit a current work resume.

    Official Transcripts – Official transcripts from each college or university you attended, undergraduate and graduate, are required. Course work completed at one institution and posted on the transcript of a second institution is not acceptable. A transcript from the original institution is required (this includes summer course work, exchange programs, etc.). Transcripts must be received in sealed envelopes.

    Unofficial transcripts can be uploaded for initial review, but official transcripts must be received to finalize any admission offer.

    Letters of Recommendation – Three letters of recommendation are required in support of your application. * One should come from an individual who is familiar with your scholastic record and one should come from an individual who is familiar with your professional performance. The third letter can be from either a second academic or professional reference or from someone who knows you well and is familiar with your potential as a graduate student.Letters of recommendation are confidential, and will not be released to the applicant.

    *Students applying to the Executive MBA, Professional Master of Information Systems, or the Information Systems Graduate Certificate Programs can submit three professional letters of recommendation.

    Statement of Purpose – Please provide a thoughtful essay response to the following questions. Please limit your response to two pages, double spaced.

    What are your short-term and long-term career goals? How will the master’s degree program you wish to complete help you achieve these goals?

    You are welcome to include any unique events, life experiences, and qualifications you feel distinguish your candidacy as well.

    Application Instructions


    23/08/2017

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    Certificate Programme in Business Analytics #business #intelligence #certificate


    #

    Director, Deloitte,
    Finacial Advisory Services India Private Ltd.

    Analytics is the use of modern data mining, pattern matching, data visualisation and predictive modelling tools to produce analyses and algorithms that help businesses make better decisions.

    According to a recent Wall Street Journal, companies, barraged with data from the Web and other sources, want employees who can both sift through the information and help solve business problems. As the use of analytics grows quickly, companies will need employees who understand the data. A May 2011 study from McKinsey Co. found that by 2018, the U.S. will face a shortage of 1.5 million managers who can use data to shape business decisions.

    Graduation Ceremony-Batch-6

    ISB congratulates to the batch-6 of ISB-Biocon Certificate Programme in Business Analytics.

    Testimonials

    Analyst Programmer – Accenture

    Students Projects

    The Journey of Entry Level Data Scientists
    The world of marching science and galloping technology demands tough decisions in life to stay special among the whole lot. That one special decision in life of aspiring.

    Job Recommendation Engine
    We built a job recommendation engine which recommends best job to users based on the user application history, user-user similarity and user-job keyword match. We tried to explore the different methodologies we can utilise to solve this problem.

    The certificate course is designed with inputs from practitioners from Industry. Our Industry Advisory Council members have provided inputs on various aspects of the programme including curriculum, data sets, projects to keep the course relevant to industry needs. Another important aspect of the programme is the Capstone Project , which has a strong Industry – Academia collaboration. Industry council members also support in enriching the programme experience through speaker sessions in every term, which brings out the relevance of academic concepts, tools and technology.

    Vinodh Balasubramanian

    Head – Trust and Horizontal Analytics at eBay Inc

    Asit Kumar Barma

    VP Marketing, value labs

    Arun Pereira

    Clinical Associate Professor of Management Education Executive Director, Centre for Teaching, Learning, and Case Development

    Prakash Durga Devarakonda-Global

    Big Data AnalyticsHyderabad Area, India Information Technology and Services

    Exponential growth of data:

    The recent years have seen explosive growth of digital data stored in computer databases. With continued innovation revolving around digital technologies, the Internet and mobile computing, the amount of data continues to grow exponentially.
    A Very Short history of Data Science

  • Shortage of skilled people:

    At this rate, there will soon be a shortage of talented analysts who can help organisations work with this much big data. McKinsey Global Institute s Big data: The next frontier for innovation, competition, and productivity estimates that by 2018, the United States alone could face a shortage of 140,000 to 190,000 people with deep analytical skills as well as 1.5 million managers and analysts with the know-how to use the analysis of big data to make effective decisions.

  • Sustainable competitive advantage:

    Business Analytics also known as Business Intelligence (BI) has become strategically important for every organisation to keep competitive advantage by extracting meaningful information from the flood of digital data collected by businesses, government, and scientific agencies.
    The article from HBR tells us more about A Data Scientist s Real Job.
    A Data Scientist s Real Job:Storytelling

  • Critical business impact:

    Some specific applications of Business Analytics, which allow for many novel avenues of opportunity for businesses to optimise and adapt their business model, are: critical product analysis; improved customer service; up-selling opportunities; simplified inventory management; and competitive price insights.

  • Increase ROI:

    Return on Investment = [Value achieved through the solution] [Cost of the solution]

  • As business analysts, one can impact both of these variables. One can increase the value achieved through the solution to the business problem and our activities actively reduce the cost to implement the solution.

    Individual growth:

    As an individual it will help to move up the Data Information Knowledge Insight value chain. This will enable to you to apply the techniques of BA to have a positive impact at your work and consequently succeed in your career aspirations.The article below from HBR puts some light on how data science promises to revolutionise industries from business to government, health care to academia.
    Data Science :The Number of Our Lives


  • 23/08/2017

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    Businnes intelligence #businnes #intelligence


    Datamart

    Un Datamart es una base de datos departamental, especializada en el almacenamiento de los datos de un área de negocio específica. Se caracteriza por disponer la estructura óptima de datos para analizar la información al detalle desde todas las perspectivas que afecten a los procesos de dicho departamento. Un datamart puede ser alimentado desde los datos de un datawarehouse. o integrar por si mismo un compendio de distintas fuentes de información.

    Por tanto, para crear el datamart de un área funcional de la empresa es preciso encontrar la estructura óptima para el análisis de su información, estructura que puede estar montada sobre una base de datos OLTP, como el propio datawarehouse, o sobre una base de datos OLAP. La designación de una u otra dependerá de los datos, los requisitos y las características específicas de cada departamento. De esta forma se pueden plantear dos tipos de datamarts:

    Datamart OLAP
    Se basan en los populares cubos OLAP. que se construyen agregando, según los requisitos de cada área o departamento, las dimensiones y los indicadores necesarios de cada cubo relacional. El modo de creación, explotación y mantenimiento de los cubos OLAP es muy heterogéneo, en función de la herramienta final que se utilice.

    Datamart OLTP
    Pueden basarse en un simple extracto del datawarehouse, no obstante, lo común es introducir mejoras en su rendimiento (las agregaciones y los filtrados suelen ser las operaciones más usuales) aprovechando las características particulares de cada área de la empresa. Las estructuras más comunes en este sentido son las tablas report, que vienen a ser fact-tables reducidas (que agregan las dimensiones oportunas), y las vistas materializadas, que se construyen con la misma estructura que las anteriores, pero con el objetivo de explotar la reescritura de queries (aunque sólo es posibles en algunos SGBD avanzados, como Oracle).

    Los datamarts que están dotados con estas estructuras óptimas de análisis presentan las siguientes ventajas:

    Poco volumen de datos

    Mayor rapidez de consulta

    Consultas SQL y/o MDX sencillas

    Validación directa de la información

    Si no está familiarizado con el concepto de datamart, puede resultarle útil, además, examinar las siguientes definiciones:

    Sinnexus ha desarrollado Classora Knowledge Base. una base de conocimiento para Internet orientada al análisis de datos con técnicas de Business Intelligence.

    Classora es la mayor base de conocimiento para Internet en español.

    Una visión diferente de la información en Internet: 480.000 fichas de personas, empresas, lugares. miles de rankings, mapas y gráficas de todo tipo.


    15/08/2017

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    Travel program intelligence and analytics #south #america #travel

    #travel intelligence
    #

    Travel program intelligence and analytics

    See how your travel program compares, across the region or around the world, against your goals, your peers or top performers and make the right changes to improve.

    Savvy travel managers set smart goals, put into place plans and tactics to meet those goals and then track their progress along the way. But that takes more than just data. While it’s easy to get data, it can be a challenge to interpret and often only shows part of the picture.

    The best way to really see how your program is performing is through business intelligence, which is a lot harder to find, but much more valuable. Our intelligence and analytics solutions combine data, business intelligence, advanced visualizations and drill down capabilities to give travel managers insight to make better decisions.

    At a glance, you can see how you’re comparing against your goals, your peers and best performers. You can better predict the impact of your current performance and make quick and accurate decisions to improve future results. You can spot opportunities to improve sourcing opportunities that boost your bottom line. And you can better engage management through compelling stories for quicker decisions.

    If your program links to different travel partners around the world, we can give you ways to see your entire program at once.





    11/08/2017

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    WebFOCUS Overview: Business Intelligence for Everyone #webfocus,7,seven,8,eight,business #intelligence,information #delivery,web #reporting,software,tools,self-service,real-time,analytics,olap,decision #support,business


    WebFOCUS Platform Capabilities

    WebFOCUS is a strategic enterprise business intelligence (BI) and analytics platform that enables any executive, manager, analyst, employee, partner, or customer to execute smarter business from trusted data. The platform itself is packed with cutting-edge capabilities that provide organizations with everything they need to turn data into insight, and insight into impact.

    WebFOCUS provides one-stop BI shopping via an integrated portfolio of centralized and decentralized capabilities, including data management, visual discovery, predictive analytics, and operational intelligence in a single platform, coupled with an exceptional user experience.

    There are multiple core competencies of WebFOCUS that enable it to be a modern, holistic, and strategic BI and analytics technology. Here is a Top Ten overview:

    Pervasiveness. A single, enterprise-grade platform able to deliver a broad range of intelligence and analytics to any type of user, whether through sophisticated authoring, self-service tools for non-technical users, guided and ad hoc InfoApps™. advanced analytics such as predictive. and a variety of user-friendly interactive outputs .

    Scalability. Perhaps the most scalable platform architecture in existence, able to deploy highly secure applications to thousands, even millions of users, often outside the corporate firewall.

    Governance. Comprehensive governance to enable metadata -driven delivery of trusted information and content, available at the data. analytical, and user levels.

    IT Friendliness. A highly IT-friendly platform, providing powerful provisioning and deployment of trusted applications and self-service environments from any combination of data sources .

    Operational Capabilities. The ability to extend support beyond management and analysts, by operationalizing intelligence for line-of-business employees where the impact is closest to the business.

    Business Friendliness. A highly business-user friendly platform, providing a wealth of functionality to support non-technical users from analytical rookies to data savvy analysts.

    Self-service capabilities. The ability to support self-service deployments for far more types of users than other products, offering advanced reporting, collaboration, portals, dashboards, and visual data discovery in a single web-based interface that can be used by tech-savvy business users, non-technical users, and developers alike.

    Self-service progression. Consumers become authors, support their own needs, and then operationalize and embed findings to benefit the whole enterprise.

    Adoption accelerator. Deliver content, apps, and self-service to all user types, on their terms (e.g. mobile ), with relevant and intuitive analytics based on their skills and needs.

    Feature and Function. A comprehensive portfolio of analytical capabilities that enable the authoring, support, and delivery of a wide range of needs:

    WebFOCUS Capabilities:

    When it comes to information delivery, flexibility is imperative.

    To give everyone the power to make better decisions, it makes sense to give the right tool – or the right app – to the right user. Information specialists and developers need easy to use and powerful tools to manage, package, and deliver information to their internal and external users. Information consumers such as executives, managers, and front-line employees – even suppliers and customers – need InfoApps that will give them easy and instant access to the information they need.

    Only Information Builders provides one flexible, scalable, and easy-to-use business intelligence and analytics platform that offers the right information delivery approach – for every kind of user.

    Here is a sampling of outputs from WebFOCUS:


    07/08/2017

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    Business intelligence (BI) certification Guide #business #intelligence #solutions #architect


    #

    Business intelligence (BI) certification Guide

    Table of Contents:

     What is a certified business intelligence professional (CBIP)?

     How to get a business intelligence job?

     How to hire a certified BI professional?

     Business intelligence jobs and certification trends, with Jennifer Hay (Podcast)

     Are business intelligence certifications worth it? (Ask the Expert)

     Peer advice on SAP BI certification

     SAP NetWeaver BI training tutorial

     Oracle ETL tools tutorial

    IT professionals seeking business intelligence (BI) certifications may be a glad to know that the combined BI, analytics, and performance management market is expected to grow at a CAGR of 8.1% till 2013, according to Gartner. The firm concludes that growth of BI will depend on availability of skilled manpower, i.e. certified business intelligence (BI) professionals.

    In this resource, TechTarget presents everything that an IT pro and an employer needs to know about BI certification and training. By reading these pages, the employers will get to know what skills and capabilities that certified BI professionals possess and what value they can bring to their organizations. For aspiring BI professionals, this BI certification guide can be regarded as the best starting point to fast forward their career success.

    Before thinking of taking up BI certification training, the first thing that one must do is to find out what kinds of BI certifications are available in the market today. Besides the BI certifications and training offered by IT vendors, one reputed BI certification is TDWI’s BI certification program, Certified Business Intelligence Professional (CBIP). Get more on this by reading the following report.

    Possessing a BI certification is probably the first step in the career of an aspiring BI professional. What comes next is the tough task of hunting for a job. While business intelligence (BI) certification is a must, an IT pro should also spend some time in fine-tuning her / his r sum , in identifying and defining the preferred job criteria, and take the job search seriously. Here are a few tips for orienting an IT pro for a BI career with certification.

    The CIOs, the CTOs, IT managers, and recruiters are always challenged with finding the right candidates. While business intelligence (BI) certification may certainly be looked upon as a key asset that candidates possess, finding a BI certified professional may be a difficult task today. The employers can intensify this effort by knowing more about hiring BI certified candidates.

    In this 17-minute podcast presented by TechTarget, Jennifer Hay, Certification Program Manager for The Data Warehouse Institute (TDWI) speaks at length on the current trends in the BI job market and the role that a business intelligence (BI) certification plays.

    Listen carefully to know in detail, the different classifications of business intelligence (BI) domain and certifications.

    As an IT pro, you are interested in knowing whether it’s worth paying for business intelligence (BI) certification and all the training that goes with it.

    As a CXO, you may be interested in knowing what a BI certified candidate really brings to the table. William McKnight, President at McKnight Consulting Group provides guidance to both, the IT professionals and the CXOs.

    Want to know what the other certified BI professionals are talking about? Log on to this valuable resource where peers talk to peers. Ask the questions that you may have and find it answered by people in your fraternity around the world.

    One of the leading vendor certifications in business intelligence (BI) is by SAP. This nugget is a comprehensive training module of SAP NetWeaver training to aid BI certification.

    In this tutorial you will find structured information on everything ranging from basics of BI, to trends, news, planning and analysis, query and reporting, books and discussions, and more. All this will assist you in your journey toward acquiring business intelligence (BI) certification.

    Having a good ‘Extract, Transform and Load (ETL)’ tool in place is a prerequisite for the success of business intelligence (BI) deployment.

    As an IT professional seeking certification in business intelligence (BI), one must know various things about ETL including how these tools are evaluated, their importance to integration, how these tools can be used to handle complicated business logic, etc.


    26/07/2017

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    Business – Management Training Courses #business #intelligence #courses


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    10 Years of Success!

    Book a Business Skills Development training course on our easy to use online booking form. Once your booking has been completed a representative will forward you confirmation of the booking. For information about our upcoming events, click on the Training Calendar button below. If you have any other queries, please fill out our simple contact form and a representative will get back to you.

    Testimonials

    “Never have I had more peace of mind during such an extensive training initiative as the program Kwelanga managed. All trainers had their own unique way of presenting high quality training. The administrative staff always friendly and professional. Training manuals and all other things like name cards, flash disks and rating sheets were branded beautifully and made attendees feel special. I want to take this opportunity to.

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    Our client support solutions:

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    Accredited Training

    Kwelanga Training has been awarded FULL ACCREDITATION as a Provider of Education and Training with the Services Seta. Kwelanga Training prides itself on having been awarded with the BB-BEE verification status of a Level 1 Contributor with a 135% BEE Procurement Recognition Level.

    About Us

    ‘Kwelanga – from the Sun’ is a warm, vibrant, energy driven training organisation, in the field of learning and development. Our staff have numerous years’ experience in organising and facilitating outcomes-based business skills training. Kwelanga’s courses teach real-world skills resulting in measurable improvements to performance and productivity.
    Read more

    The real bottom line on client service is not technology or policy. It s about one person with a problem talking to another who is supposed to solve it. At that point your technically advanced website, advertising, branding, or public relations don t mean a thing! Customers want to be heard, heeded and helped! Take the time [ ]

    Business professionals must express their ideas clearly, concisely, and completely when speaking and writing. If your written messages are not clear or lack important details, people will be confused and will not know how to respond. In addition, if your written messages are too lengthy, people simply don t read them. You don t have to be [ ]

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    With a foundation of integrity in the field of learning and development, Kwelanga Training’s vibrant team of professional skilled experts share a passion for training excellence.


    23/07/2017

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    Indexing the Data Warehouse #sql #server #analysis #services, #storage, #sql #server,


    #

    Indexing the Data Warehouse

    Indexing the data warehouse can reduce the amount of time it takes to see query results. When indexing dimensions, you ll want to index on the dimension key. When indexing the fact table, you ll want to index on the date key or the combined data plus time.

    Indexing a data warehouse is tricky. If you have too few indexes, the data loads quickly but the query response is slow. If you have too many indexes, the data loads slowly and your storage requirements go through the roof but the query response is good. Indexing in any database, transactional or warehouse, most often reduces the length of time it takes to see query results. This is especially true with large tables and complex queries that involve table joins. (See also, Design your Data Warehouse for Performance and Data Warehouse Workloads and Use Cases ).

    Some of the variables that you ll want to take into account when indexing the data warehouse are the type of data warehouse you have (i.e. primarily archive or primarily near real-time), how large the dimensions and fact tables are (and if the fact tables are partitioned), who will be accessing the data and how they ll do so, and whether access will be ad hoc or via structured application interfaces. These variables will determine how your indexing scheme should be structured. Here s a simple plan for indexing the relational tables that comprise a portion of your data warehouse. (Although I only explain how to index dimensions and fact tables in this article, I explain how to index the staging database in the Web-exclusive sidebar Indexing the Staging Database . ) Note that the relational tables are those that are managed by SQL Server s relational data engine, not those managed by the SQL Server Analysis Services (SSAS) engine.

    Indexing Dimensions

    You ll want to index the dimension key (primary key), which is a surrogate key, not a natural or transactional key such as customer name or customer ID. Note that you shouldn t cluster on the dimension key.

    The dimension will contain a natural or transactional key (e.g. a transaction number or identifier), which we ll call a business key, from the source system. Although the business key might not be unique as in the case of a type 2 response to slowly changing dimensions create a clustered index on the identity column, which you can see in Figure 1. The Customer and the Product dimensions have a clustered index built on the business key. By clustering on this key, you can enhance the query response when the business key is used in the WHERE clause. The expression in the WHERE clause is often used to search the dimensional data, and having the dimension records pre-sorted makes the query response faster.

    Clustering by the business key might also help you avoid lock escalation (i.e. row to table, intent-exclusive to exclusive) during the extraction, transformation, and loading (ETL) process, which could happen if the surrogate key was the cluster key and all the rows were being added at the end of the file. If the exclusive locks escalated from row to table, that would block read, other ETL load, or utility operations on the table and cause diminished query response and even application timeouts. If your users and applications can live with some latency, you can get around this problem by having them query database snapshots and reserving the original database exclusively for data loads.

    In Figure 1. the Date dimension and the Time dimension have no external datasource or business key. Instead of creating an identity-style primary key for these two tables, consider using a smart key, with a YYYYMMDD format for Date and an HHMMSSSSS format for Time (you can use fewer second positions, depending on how fine a time granularity you need to measure), and clustering on it. The values will maintain index order, range queries will be simplified in the fact table, and you ll need one less join when querying because the primary key will contain the date (or time).

    For large type 2 slowly changing dimensions (i.e. where you add a new row to record the change), you might want to create a four-part non-clustered index that includes the business key, the record begin date, the record end date, and the surrogate key. For efficiency and to prevent escalating storage requirements, INCLUDE the record end date and the surrogate key when creating the index instead of making them part of the index key, as shown in the following command:

    This command creates a covering index that can be useful during the ETL process and load operations and for historical queries. When you make RecordEnd- Date and SurrogateKEY INCLUDEs instead of part of the index key, the SQL Server engine stores these two values at only the leaf level of the index tree, thus reducing the storage requirements. By having these two columns in the index (i.e. creating a covering index), the SQL Server relational engine can get the data that it needs solely from the index during load and some query operations, without having to access data from the underlying dimension.

    If there are other columns in the dimension that will be used continuously for searching, sorting, or grouping, create non-clustered indexes on those columns as you would in a transactional database. If there s an embedded hierarchy in a dimension, such as the Category- SubCategory-ProductID hierarchy in the Product dimension, then consider indexing the components of the hierarchy if it will enhance query performance and won t inhibit data loading.

    Indexing the Fact Table

    Indexing the fact table is similar to indexing a dimension, although you must account for partitioning. You ll want to index and cluster on the date key or a combined date plus time. Because business intelligence (BI) analysis always seems to involve a date/time component, the fact table will have a date (or datetime) key, and clustering on this key will help with cube-building. Also, if the data records are already stored in date or datetime order, historical queries will have an execution advantage. If the fact table has more than one date or datetime column, cluster on the column that s used most often for querying or cube-building.

    If the fact table is partitioned on the date column, use that column as the clustering key. When you see the same column to create the clustered index that you used to create the partitions and creating the index in the same file group that holds the partitioned fact table, SQL Server will automatically partition the index the same way that the fact table is partitioned (i.e. the index will have the same partitioning function and column as the fact table). When the index is partitioned the same way the fact table is partitioned, the table and its index are said to be aligned, which makes for an optimal operational situation, especially if you anticipate creating additional partitions or making frequent partition switches.

    Next, create a non-clustered index on each of the foreign keys in the fact table, and consider combining the foreign key and the date key, in that order, similar to CustomerKEY + DateKEY in Figure 1. Creating a non-clustered key on the foreign keys works especially well if one or more of the associated dimensions is a type 2 slowly changing dimension. Rows with the same foreign key value will be searched in ascending date order, which will enhance the historical query response. Note that you ll want to retain relational integrity when dealing with the foreign keys. For more information about how to do so, see the Web-exclusive sidebar Retaining Relational Integrity in the Data Warehouse .

    Modifying Your Indexing Scheme

    Over time, your data warehouse will change to accommodate what s happening in your organization, and you ll have to modify your indexing scheme. Most data warehouse/BI systems will access these relational tables directly, so you can use tried-and-true transactional methods for tuning indexes, such as evaluating the query and data mix and adjusting it accordingly. If your relational data warehouse is used only to stage SSAS structures, then you might not need any more indexes than those we ve talked about. SSAS tends to use the same queries over and over again, so you can run the Index Tuning Wizard and tune exactly for that set of queries. Start simple, evaluate thoroughly, and build conservatively when indexing your data warehouse.


    12/07/2017

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    Travel program intelligence and analytics #canada #travel

    #travel intelligence
    #

    Travel program intelligence and analytics

    See how your travel program compares, across the region or around the world, against your goals, your peers or top performers and make the right changes to improve.

    Savvy travel managers set smart goals, put into place plans and tactics to meet those goals and then track their progress along the way. But that takes more than just data. While it’s easy to get data, it can be a challenge to interpret and often only shows part of the picture.

    The best way to really see how your program is performing is through business intelligence, which is a lot harder to find, but much more valuable. Our intelligence and analytics solutions combine data, business intelligence, advanced visualizations and drill down capabilities to give travel managers insight to make better decisions.

    At a glance, you can see how you’re comparing against your goals, your peers and best performers. You can better predict the impact of your current performance and make quick and accurate decisions to improve future results. You can spot opportunities to improve sourcing opportunities that boost your bottom line. And you can better engage management through compelling stories for quicker decisions.

    If your program links to different travel partners around the world, we can give you ways to see your entire program at once.





    07/07/2017

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    Travel intelligence #around #the #world #travel

    #travel intelligence
    #

    How it all works

    The Most Travel Shoppers

    Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quisque et varius neque. Phasellus viverra dui et porta semper. Cras quis vehicula augue, eget sagittis eros. Nulla eu mi bibendum, vehicula felis vel, suscipit orci.

    Qualified Customers

    Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quisque et varius neque. Phasellus viverra dui et porta semper. Cras quis vehicula augue, eget sagittis eros. Nulla eu mi bibendum, vehicula felis vel, suscipit orci.

    Actionable Data

    Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quisque et varius neque. Phasellus viverra dui et porta semper. Cras quis vehicula augue, eget sagittis eros. Nulla eu mi bibendum, vehicula felis vel, suscipit orci.





    06/07/2017

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    Business Analytics – Digital Business #business #intelligence #sas


    #

    Main menu

    Business Analytics vs Business Intelligence?

    What’s the difference between Business Analytics and Business Intelligence? The correct answer is: everybody has an opinion, but nobody knows, and you shouldn’t care.

    Having worked in the industry over twenty years, I can confidently say that everybody has a different notion of what ANY particular term associated with analytics means.

    For example, when SAP says business analytics instead of business intelligence , it s intended to indicate that business analytics is an umbrella term including data warehousing, business intelligence, enterprise information management, enterprise performance management, analytic applications, and governance, risk, and compliance.

    But other vendors (such as SAS) use business analytics to indicate some level of vertical/horizontal domain knowledge tied with statistical or predictive analytics.

    At the end of the day, there are two things worth differentiating:

    1. The first is the business aspect of BI the need to get the most value out of information. This need hasn t really changed in over fifty years (although the increasing complexity of the world economy means it s ever harder to deliver). And the majority of real issues that stop us from getting value out of information (information culture, politics, lack of analytic competence, etc.) haven’t changed in decades either.
    2. The second is the IT aspect of BI what technology is used to help provide the business need. This obviously does change over time sometimes radically .

    The problems in nomenclature typically arise because “business intelligence” is commonly used to refer both of these, according to the context, thus confusing the heck out of everyone.

    In particular, as the IT infrastructure inevitably changes over time, analysts and vendors (especially new entrants) become uncomfortable with what increasingly strikes them as a dated term, and want to change it for a newer term that they think will differentiate their coverage/products (when I joined the industry, it was called “decision support systems” – which I still think is a better term in many ways).

    When people introduce a new term, they inevitably (and deliberately, cynically?) dismiss the old one as just technology driven and backward looking , while the new term is business oriented and actionable .

    This is complete rubbish, and I encourage you to boo loudly whenever you hear a pundit say it.

    The very first use of what we now mostly call business intelligence was in 1951, as far as I can tell, with the advent of the first commercial computer ever, dubbed LEO for Lyons Electronic Office, powered by over 6,000 vacuum tubes. And it was already about “meeting business needs through actionable information”, in this case deciding the number of cakes and sandwiches to make for the next day, based on the previous demand in J. Lyons Co. tea shops in the UK.

    And It most emphatically was not “only IT” or “only looking in the rear-view mirror” as some people pompously try to dismiss “old-style BI”.

    At the end of the day, nobody important cares what this stuff is called. If you’re in charge of a project, what matters is working out the best way to leverage the information opportunity in your organization, and putting in place appropriate technology to meet that business need and you can call that process whatever you like: it won t make any difference

    If you have strong opinions on the topic, you may want to join in on this thread on the the brand new, business-oriented forum on the SAP Community Network. In the meantime, here’s why I changed the name of this blog from “BI questions” to “Business Analytics” a few months ago:

    Google Trends on “business intelligence” – slow decline (note this is relative to overall search volume, not absolute)

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    I agree everybody has an opinion and it shouldn t matter. However I can t say we shouldn t care. The public opinion is overwhelmingly shifting in favor of analytics and BI is losing out. I think analytics became the more fashionable word around the same time that vendors felt the market was mature enough for their sophisticated products. I will go one step ahead and say vendors played a major role in the term gaining importance. I see the same thing happening with Big Data now. How is what has happened in the last 5 years to data so different from what it was 5 year prior? Why is data so Big now? I have penned my thoughts here:
    http://gazalkapoor.wordpress.com/2013/03/22/business-intelligence-vs-analytics/

    Gazal, I completely agree that Analytics is becoming more fashionable, but I m afraid your post is example of the ridiculous assertions that drove me to write this screed in the first place. To repeat, ad nauseam: BI was/is absolutely about actionable information and it is a waste of time to claim that analytics is different

    Let s step back a little from being tempted to takes sides in that emotional discussion.
    Objectively, it is not important how we call it the user will elect the term that he thinks fits best to what he is trying to do.

    To that extent he will choose to call everything an analysis of data, whether it is a simple query or a complex statistical model. We have offered a new buzzword and we can t expect the audience to draw clear lines the way our marketing departments would want the world to behave.

    Whatever one positions needs to be put into context of the benefit that is offered. Being precise helps to evolve from hijacking category labels. When will we learn to listen to what a customer wants to do rather than clubbing him with our newest cool term.

    The next thing we are going to argue about, is whether my Big Data really is big enough. Someone recently pointed out that the Cloud used to be a symbol of uncertainty and blurriness in diagrams and we have turned it into meaning flexibility. It s all just semantics.

    Great post! Even though it was written 2 years ago, it still seems quite relevant. (The world didn t change that fast.) The new entrant that helped market the term business analytics seems to be IBM, as shown from google trend. Obviously, there is really no much difference.

    While I do agree with the author (Timo Elliott), it was nice learning what Daniel had to day about the interesting triangle. Well, does this clarify the confusion? Yes, in a way to a point that Daniel mentioned, and no (at a higher level) as we keep shooting up these cool new terms into IT jar-gun taking away focus from the real purpose it was meant for to help support informed biz decisions. So, yes, I do agree with Timo. No need of any emotional debates!

    Any discussion of BI vs. BA should begin with IMHO.. . In my humble opinion, (or at least the way in which I have internalized it) is this: There is a perceived difference between the two that being the degree to which historical data, predictive insights, and the optimization of constraints are processed for consumption. Analogy. A bowl of loose leave fresh spinach with an egg in it is a salad (BI/Anaytics?). A scrambled egg with spinach in it is an omelette (Analytics/BI?). In any case, your meal is served to you (Reporting). Same ingredients but a very large perceived difference to the consumer.The consumer s decision to for here or to go? is Optimization. So, IMHO, your meal is data, how it is prepared and delivered (reported) is Business Intelligence. Letting the consumer know that his train is leaving in 10 minutes (something not related to his meal) and he should get his meal to go is Analytics (optimization). Thus, IMHO, BI is subject matter expert driven. Analytics is data driven. BI gives consumers what they asked for. Analytics is giving the consumer information that is derived from seemingly unrelated sources (a recipe and a train schedule) that puts BI in an unexpected derived context.the value of which is greater than BI by itself.

    I d suggest the project manager defines any local differences in meaning in relation to the project being worked on and its local context, and then move on.

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    05/07/2017

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    13/06/2017

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