Blogs

Blogs

Data Management

Blend, cleanse and prepare data for analytics, reporting or data modernization efforts

Data Management

Jennifer NenadicApril 1, 2015 0

How to build a data science dream team

As a data scientist, I have the rare privilege of possessing the job title that Tom Davenport and others have dubbed the sexiest job in the 21st Century. As this popular job title catches on, I’ve even noticed a trend where customers make direct requests for help specifically from “the data

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Data Management | Data Visualization

Georgia MarianiMarch 31, 2015 0

How to make your data available, interconnected and usable

It's a common problem: Your organization collects vast amounts and types of data – but it's spread across different departments and locations in various formats and systems. It’s a massive challenge to make all that data available, connected and usable to everyone who needs it. That was the scene at

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Data Management

Joyce Norris-MontanariMarch 31, 2015 0

Hadoop and big data management: How does it fit in the enterprise?

The other day, I was looking at an enterprise architecture diagram, and it actually showed a connection between the marketing database, the Hadoop server and the data warehouse. My response can be summed up in two ways. First, I was amazed! Second, I was very interested on how this customer uses

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Data Management

Sudipta SenMarch 27, 2015 0

Leveraging Analytics for a Successful Online Behavioural Advertising Strategy

In today’s era of digital marketing, advertisers have access to innovative tools and platforms, which enable them to provide Internet users with more personalized ads. Furthermore, in exchange for such helpful and free service, people do not mind sharing a little bit of personal information as it helps them find

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Analytics | Data Management

Ian JonesMarch 27, 2015 0

Oilfield contextual analytics: Do you want to play a game?

In the Cold War techno-thriller WarGames, a marine monitoring a nuclear missile silo deep under the Nevada desert sees a red warning light blink on his console. “Just flick it with your finger,” his colleague tells him. He does, and the bulb goes out. Problem solved. But what will their

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Data Management

Business people discussing who owns big data

Jim HarrisMarch 26, 2015 0

Who owns big data?

Jim Harris says the question of who owns big data is no longer an esoteric concept – it's a frequently debated topic.

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Data Management

Matthew MagneMarch 24, 2015 0

SAS MDM new release brings harmony to big data discord

I've been in many bands over the years- from rock to jazz to orchestra - and each brings with it a different maturity, skill level, attitude, and challenge. Rock is arguably the easiest (and the most fun!) to play, as it involves the least members, lowest skill level, a goodly amount of drama, and the

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Data Management

Matthew MagneMarch 23, 2015 0

EMC and SAS redefine big data analytics with the data lake

Adoption of Hadoop, a low-cost open source platform used for processing and storing massive amounts of data, has exploded by almost 60 percent in the last two years alone according to Gartner. One primary use case for Hadoop is as a data lake – a vast store of raw, minimally processed data. But, in many ways, because

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Data Management

Dylan JonesMarch 19, 2015 0

Stability and predictability: The alternative selling points for your data quality vision?

One thing that always puzzled me when starting out with data quality management was just how difficult it was to obtain management buy-in. I've spoken before on this blog of the times I've witnessed considerable financial losses attributed to poor quality met with a shrug of management shoulders in terms

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Data Management

Phil SimonMarch 17, 2015 0

Finding the signal in the analytics noise

.@philsimon looks under the hood of 'analytics.'

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Data Management

Charlie ChaseMarch 12, 2015 0

Are you using downstream data to improve forecast accuracy?

Downstream data have been electronically available on a weekly basis since the late 1980s. But most companies have been slow to adopt downstream data for planning and forecasting purposes. Let's look at why that is. Downstream data is data that originates downstream on the demand side of the value chain. Examples

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Data Management

Clark BradleyMarch 12, 2015 0

Provisioning data for advanced analytics in Hadoop

The data lake is a great place to take a swim, but is the water clean? My colleague, Matthew Magne, compared big data to the Fire Swamp from The Princess Bride, and it can seem that foreboding. The questions we need to ask are: How was the data transformed and

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Data Management | Internet of Things

David FredeMarch 10, 2015 0

Internet of Things: The industrial internet

Today in manufacturing there has been a lot of investment in automation, supervisory controls, quality, and execution systems. The amount of data produced and now being captured is staggering. The data captured in industry will re-define what is “big” in big data. Yet, for all this investment: Equipment still fails. Scrap

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Data Management

David LoshinMarch 10, 2015 0

Using Hadoop: Emerging options for improved query performance

In my last two posts, we concluded two things. First, because of the need for broadcasting data across the internal network to enable the complete execution of a JOIN query in Hadoop, there is a potential for performance degradation for JOINs on top of files distributed using HDFS. Second, there are

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Data Management

Mazhar LeghariMarch 9, 2015 0

Showing the ugly face of bad data: Part 2

In my previous post, I talked about how a bank realized that data quality was central to some very basic elements of its initiatives, such as know your customer (KYC), customer on-boarding and others. In this blog, let’s explore what this organization did to foster an environment of data quality

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Data Management

Dylan JonesMarch 5, 2015 0

The impact of data quality reach

One of the common traps I see data quality analysts falling into is measuring data quality in a uniform way across the entire data landscape. For example, you may have a transactional dataset that has hundreds of records with missing values or badly entered formats. In contrast, you may have

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Data Management

Matthew MagneMarch 4, 2015 0

SAS Data Loader for Hadoop helps your data heroes navigate the fire swamp of big data

In The Princess Bride, one of my favorite movies, our hero Westley – in an attempt to save his love, Buttercup – has to navigate the Fire Swamp. There, Westley and Buttercup encounter fire spouts, quicksand and the dreaded rodents of unusual size (RUS's). Each time he has a response to the

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Data Management

David LoshinMarch 3, 2015 0

Using Hadoop: Query optimization

In my last post, I pointed out that an uninformed approach to running queries on top of data stored in Hadoop HDFS may lead to unexpected performance degradation for reporting and analysis. The key issue had to do with JOINs in which all the records in one data set needed

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Data Management

Mazhar LeghariMarch 2, 2015 0

Showing the ugly face of bad data: Part 1

Financial institutions are mired with large pools of historic data across multiple line of businesses and systems. However, much of the recent data is being produced externally and is isolated from the decision making and operational banking processes. The limitations of existing banking systems combined with inward-looking and confined data practices

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Data Management

Phil SimonMarch 2, 2015 0

What skills will be required to make sense of big data?

Small data is akin to algebra; big data is like calculus.

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Data Management

Jim HarrisFebruary 25, 2015 0

Big wishes for data management

In the movie Big, a 12-year-old boy, after being embarrassed in front of an older girl he was trying to impress by being told he was too short for a carnival ride, puts a coin into an antique arcade fortune teller machine called Zoltar Speaks, makes a wish to be big,

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Analytics | Data Management

Craig RubendallFebruary 19, 2015 0

Why SAS joined the Open Data Platform (ODP) initiative

As the point person for SAS joining the new Open Data Platform (ODP) initiative, I want to make it clear why SAS is involved with ODP, and why we think it’s important to our customers, and the Hadoop and big data ecosystem as a whole. SAS is not in it to

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Data Management

David LoshinFebruary 19, 2015 0

Using Hadoop: Impacts of data organization on access latency

Hadoop is increasingly being adopted as the go-to platform for large-scale data analytics. However, it is still not necessarily clear that Hadoop is always the optimal choice for traditional data warehousing for reporting and analysis, especially in its “out of the box” configuration. That is because Hadoop itself is not

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Data Management

Phil SimonFebruary 17, 2015 0

What's the future of data? In a word, more.

When asked what his movement wanted around a century ago, the iconic American labor leader Samuel Gompers famously gave a one-word answer: "More." This annoyed his opponents at the negotiating table and many in the business community. He was not demanding a specific wage increase or fighting for a distinct cause like

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Data Management

Joyce Norris-MontanariFebruary 16, 2015 0

The three myths of ongoing data quality: Financial gains based on data quality

If you are looking for a way to fund your data quality objectives, consider looking in the closets of the organization. For example, look for issues that cost the company money that could have been avoided by better availability of data, better quality of the data or reliability of the

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Data Management

Felix LiaoFebruary 16, 2015 0

The Relevance of Data Management in the Era of Big Data

Data Management has been the foundational building block supporting major business analytics initiatives from day one. Not only is it highly relevant, it is absolutely critical to the success of all business analytics projects. Emerging big data platforms such as Hadoop and in-memory databases are disrupting traditional data architecture in

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Customer Intelligence | Data Management

Natalie OsbornFebruary 13, 2015 0

The 360-degree view: Gaining a complete picture of your guests

For hotel companies, it is challenging to find new ways to differentiate in an ever evolving marketplace. There is a lot of talk in our industry about the increasing numbers of third party channels and distributors to have entered the marketplace, and how that impacts the hotel company’s core business.

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Data Management

Stuart RoseFebruary 12, 2015 0

Welcome to “data-driven decisions”

Business analytics is about dramatically improving the way an organization makes decisions, conducts business and successfully competes in the marketplace. At the heart of business analytics is data. Historically, the philosophy of many insurers has been on collecting data, data and more data. However, even with all this data, many

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Data Management

Jim HarrisFebruary 11, 2015 0

Crowdsourcing data improvement: Part 3

In this blog series, I am exploring if it’s wise to crowdsource data improvement, and if the power of the crowd can enable organizations to incorporate better enterprise data quality practices. In Part 1, I provided a high-level definition of crowdsourcing and explained that while it can be applied to a wide range of projects

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