What’s Up With In-Memory Analytics?

Bill Franks

  There’s been a lot of noise lately about the concept of in-memory analytics.  As a recent example, if you followed the press around some major conferences in late April, you’ll notice that a lot of messaging was present around in-memory analytics products.  Many people have been asking questions about how in-memory can fit into [...]

To Sample Or Not To Sample… Does It Even Matter?

Bill Franks

So the question is…when do you sample and when do you not? And does it even matter anymore in the world of big data? As I’ll lay out here, in most cases today there is no point in wasting energy worrying about it. As long as a few basic criteria are met, do whatever you prefer…

Why Nobody Is Actually Analyzing Unstructured Data

Print with grid

Unstructured data has been a very popular topic lately since so many big data sources are unstructured. However, an important nuance is often missed – the fact is that virtually no analytics directly analyze unstructured data. Unstructured data may be an input to an analytic process, but when it comes time to do any actual [...]

Keep Your Data Scientist…Send Me A Data Artist!

iStock_000016888791XSmall

There is a lot of hype about the new position of “Data Scientist” (see January’s Fortune magazine). I am always happy for analytics professionals to get recognition and excitement about what we do and I’m not really hung up on what title is used. However, if you take the time to think about it, the [...]

Is Big Data at Risk of Unleashing Big Brother?

Credit Cards

Privacy is always a flash point. With the advent of big data, privacy is only going to be even more of a concern. The fact is that many sources of big data contain highly detailed information on what people are doing. While there are many very valid uses for most of these big data sources, [...]

Incorporating MapReduce in the Analytics Environment

Servers

A few weeks ago, I attended the Hadoop World show in New York to hear first-hand how organizations are making use of the new technology. In future postings, I may address what claims I thought entered the hype zone and what value propositions seemed weak. However, I want to focus here on three specific cases [...]

Analytics Gone Wrong: Dire Consequences for Kids

iStock_000003913522XSmall

We always hear about the benefits of analytics done correctly and used well. What we don’t hear as often are the dire consequences of analytics done poorly and used inappropriately. There are occasions where people’s lives can literally be ruined because of an analysis that is poorly designed or incorrectly interpreted. The story I will [...]

Analysts As Rock Stars? Don’t Be A One Hit Wonder!

Rock Star

What a change a few decades makes! When first starting my career as an analyst, I had no illusions about what I was getting into. I was choosing a field that most people didn’t enjoy or even understand. I knew I would get to work on neat analytical projects, but realized my role (and those [...]

Analytics Conferences Gone Wild!

Conference

As a result of the attention business analytics has received in recent years, we’re seeing a proliferation of conferences tied to analytics. It seems like everywhere one turns, one finds another analytics conference. In addition to totally new shows, there are also some conferences that weren’t historically focused on business analytics that are now shifting [...]

Aiding an Analytics Enthusiast

collaboration

How Can You Help “Bob The Marketing Guy” Succeed With Analytics? In my last blog, I wrote about the pitfalls of allowing “Bob The Marketing Guy” to build complex analytics or models using a user friendly tool, when he doesn’t really know what he is doing. Well, we cannot just tell Bob he can’t do [...]