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data scientist

First Look: DataRobot

DataRobot is focused on automated machine learning and on helping customers build an AI driven business, especially by focusing on decisions that can be automated using machine learning and other AI technologies. DataRobot was founded in 2012 and currently has nearly 200 staff including 90+ data scientists. Since it was founded, over 200M models have [...]

The Rexer Data Science survey is one of the best and longest running polls of data mining, analytic and data science professionals. I regularly refer to it and blog about it. It's time to take this year's survey - and the survey is aimed at all analytic people, no matter whether they consider themselves to be Data Analysts, [...]

SAP BusinessObjects Predictive Analytics 3.1 is the current release of the SAP predictive analytic suite. Like most in the analytics space, SAP sees its clients struggling to make use of massive amounts of data that are newly available while facing ever increasing business expectations, faster business decision cycles and an analytical skill gap. SAP therefore [...]

I have trained a lot of practitioners in the Decision Model and Notation (DMN) - I am closing in on 1,000 decision modeling trainees now - and one of the interesting questions is always their motivation for using decision models. As I look back across all the folks I have trained, four motivations seem to bubble [...]

I am participating in a webinar on "The citizen data scientist: Can you democratize analytics for better business outcomes?" with Information Management, sponsored by Dell. Analytics is about better understanding customers, markets, and other phenomena that impact business performance. So while PhDs in mathematics and computer science play an important role in analytics success, employees with [...]

An additional blog post here on a session at Building Business Capability that I missed - Business Analysis for Data Science teams. I know Susan Meyer who presented it and we talked several times about her presentation. It's a really key topic so I wanted to present a summary. Here goes: There is a lot [...]

One of the announcements at IBM's World of Watson is of the new Watson Machine Learning Service. I got a chance to ask a few questions about this new capability. A couple of key elements emerged regarding the current platform and the immediate announcement. First, some context. The Watson Data Platform (also announced at World of [...]

Second keynote at IBM's World of Watson is on the role of cloud and data as the foundation for cognitive systems and businesses. Bob Picciano from IBM's analytics business kicked things off. Bob began with a discussion of how IT's value has changed - from a focus on processing and how fast/cheap it can be done to a [...]

I was recently listed as one of the top Big Data/Data Science leaders on LinkedIn by KDnuggets. I was delighted to be on the list and to share it with some great thinkers and writers. My interest, as regular readers of the blog will know, is not really on how you build analytic models or apply data science techniques [...]

I recently got a chance to catch up with the IBM SPSS team for an update. Analytics, in IBM’s view and mine, are increasingly necessary as digitization increases the scale of business data and digital disruptors increase the difficulty of making good decisions. For those being disrupted analytics offers a powerful way to fight back. [...]

First Look: Modelshop

Modelshop was founded by Tom Tobin, someone who has spent his career building analytic applications in credit origination, portfolio optimization, risk management and fraud detection for major financial institutions. Tom’s vision for Modelshop is to make the technologies that enable these types of solutions available to all organizations so they can make their analytics actionable. [...]

First Look: DMWay

I got a briefing from a new predictive analytics vendor, DMWay. DMWay was founded in 2014 based on significant research over the previous decades. DMWay had a first VC round in 2015, have 20+ employees and dozens of customers. DMWay is focused on democratizing data science and automating machine learning so that those with business [...]

Jan Purchase of LuxMagi and I are working away on our new book, Available now! Real-World Decision Modeling with DMN and one of the questions we have been asking ourselves is who we are aiming the book at - who builds decision models? Jan had a great post on Who Models Business Decisions? recently to address this question and I wanted [...]

Next up at the SAS Inside Intelligence event are some technology highlights, each based around a day in the life of a particular role. Much of this is under NDA of course. Ryan Schmiedl kicked off with a quick recap of last year's technology - 150 significant releases across the SAS focus areas. In analytics for instance Factory [...]

I am at the SAS Inside Intelligence event in Steamboat getting the annual update on all things SAS. First session of the day is the Executive Viewpoint. Jim Goodnight and Randy Guard kicked things off. Creating a single global organization was a big part of last year with legal, finance, sales, marketing and more becoming global [...]

I am delighted to announce a collaboration with Jan Purchase of LuxMagi on a new book, Real-World Decision Modeling with DMN. You can read the full announcement here and Real-world Decision Modeling with DMN will be available from MK Press in print and Kindle versions. As Richard Soley, who has graciously agreed to write a foreword for us, says: "A [...]

Bill Fair, one of the founders of Fair Isaac, once said that to succeed with analytics you had to "grab the decision by the throat and don't let go". As Big Data and analytics become ever more central to organizations, and as more and more money is spent on analytics, this advice seems particularly timely. As [...]

Next up at IBM Insights is the Advanced Analytics keynote with a focus on how to get insight out of all these new data sources and infrastructure. The session is focused on Spark, on hybrid cloud-on premise solutions and on trusted data. Companies are moving up maturity curve they say, moving from cost reduction to [...]

Karl Rexer sent me a few highlights from his 2015 Data Science Survey. This was formerly known as the Rexer Data Miner Survey but the term Data Scientist has surged in popularity so it has been renamed. I have blogged in the past about the survey and like many in the business I look forward to the [...]

First Look: Dataiku 2.0

I last got an update from Dataiku in November of 2014. Since then they have raised money and opened an office in New York. New features and capabilities have been added to the product and they are seeing good interest in the product from US customers as they expand here. The 2.0 version has been [...]