≡ Menu

scoring

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 [...]

This was my first briefing on Statistica since I reviewed v11 in 2012. Statsoft was established in 1984 and acquired by Dell in March 2014. The product has been continuously developed to the point where it has over 16,000 integrated functions.  Since acquisition, Dell has been focused on integrating it into Dell systems and processes [...]

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 [...]

FICO made a series of announcements today at FICOWorld 2016. The event kicked off with a fun retrospective of the 60 year history of FICO. Bill Fair and Early Isaac founded the company in 1956 to use data and analytics to improve decision-making. This focus has not changed really in all the years since – FICO is still [...]

First Look: CRIF

I got an update from CRIF recently. CRIF is headquartered in Italy with $450M in revenue and 1,884 employees. They have customers in over 50 countries, offer credit bureau services in over 15 countries and credit decisioning solutions worldwide. Most customers are financial institutions though they have customers in other industries such as telco, utilities, [...]

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 [...]

I got a briefing on SAS Factory Miner, to be officially released in July. SAS Factory Miner is designed to help organizations scale their analytic efforts, enabling them to solve more problems, faster, more accurately and without adding resources. SAS generally presents the analytic lifecycle with two main loops – a discovery one and a [...]

I last got an update on SPSS early last year. In March 2015, IBM released an update for the complete set of products in its advanced analytical portfolio. Analytical Decision Management (ADM) is positioned as part of this portfolio of predictive and prescriptive analytic tools. IBM’s advanced analytic portfolio is focused on having meaningful impact [...]

BigML Update 2015

I last got an update from BigML back in 2013 when they updated us on their predictive analytics/machine learning platform. Since then they have been adding new algorithms, especially in unsupervised machine learning techniques, and generally updating the interface and workflow. With about 15,000 registered users Big ML is moving into enterprise customers more and [...]

FICO Analytic Modeler is FICO’s in-browser analytic tool suite – the evolution of the Model Builder product line post the InfoCentricity acquisition. These offerings are part of the FICO Analytic Cloud, a cloud-based environment for building and managing analytic models and deploying analytics into decisioning applications.  It also features a marketplace for analytic solutions. The [...]

Angoss has been selling analytic software, installed and increasingly hosted, for about 20 years. Angoss aims to satisfy advanced statisticians as well as business users with the skills and acumen to develop advanced analytics. Angoss  KnowledgeSEEKER 9.0 is the latest release of their flagship product. Release 9.0 adds automated workflow to the existing decision tree [...]

SAS® Model Manager is getting an update soon to release 13.1 (I last blogged about Model Manager 3.1). The vision of SAS Model Manager going forward is to streamline the integration of predictive modeling into the overall environment, make it easier to operationalize analytical models, expand the model portfolio management capabilities and improve governance and [...]

SAS® Enterprise Miner recently got a major release – 13.1 – focused on machine learning, scalability and productivity. It’s been a while since I blogged about SAS Enterprise Miner (last review here) so this might not be a complete list of the improvements since then. The machine learning focus added High Performance Support Vector Machines [...]

SAS is upgrading its in-memory analytics products with SAS® Visual Statistics (forthcoming) and SAS® In-Memory Statistics for Hadoop. SAS In-Memory Statistics for Hadoop is available now and SAS Visual Statistics is going to be shipping in July of 2014. SAS Visual Statistics is based on the SAS® LASR™ Analytic Server for in-memory processing and is [...]

I first got a briefing on Dulles Research Carolina back in 2010 and I recently got an update. Dulles Research was founded in 2005 and came to market with Carolina, their SAS to Java convertor, in 2009. A U.S. patent was awarded to Dulles last year for the SAS to Java conversion process. At its [...]

With the fourth post in this series I am going to talk about Hadoop – something with even more hype than R or predictive analytics. As we all know the era of Big Data has arrived. As anyone who reads the IT or business press knows, there is more data available today,  this data is no longer [...]

The third post in my series on standards in Predictive Analytics is on R, a hot topic in analytic circles these days. R is fundamentally an interpreted language for statistical computing and for the graphical display of results associated with these statistics. Highly extensible, it is available as free and open source software. The core environment [...]

Continuing my series on standards in Predictive Analytics I am going to talk first about PMML. PMML is an XML standard for the interchange of predictive analytic models developed by the Data Mining Group. The basic structure is an XML format document that contains a header, a data dictionary, data transformations and one or more models each [...]

First Look: IBM SPSS Modeler 16

IBM has recently released IBM SPSS Modeler 16 with three distinct packages: Professional with everything for structured data Premium adds text analytics, entity analytics and social network analysis Gold adds the Decision Management capabilities to the Premium package IBM SPSS Analytical Decision Management (ADM) will increasingly be included in the IBM SPSS Modeler Gold package [...]