Machine Learning Times
Machine Learning Times
EXCLUSIVE HIGHLIGHTS
Wise Practitioner – Predictive Analytics Interview Series: Jaya Mathew at Microsoft
 By: Steven Ramirez, Conference Chair, Predictive Analytics World for...
How to Pick a Winning March Madness Bracket
  Introduction In 2019, over 40 million Americans wagered...
Wise Practitioner – Predictive Analytics Interview Series: Anthony Alford at Genesys
 By: Luba Gloukhova, Founding Chair, Deep Learning World In...
Wise Practitioner – Predictive Analytics Interview Series: Vishal Hawa at The Vanguard Group
 By: Luba Gloukhova, Founding Chair, Deep Learning World In...

Original Content

Personalities That Are Barriers to Model Deployment (And How to Partner With Them) Part II: The Skeptic

 So you have gathered your data and completed your exploration and cleansing. You labored countless hours transforming the data and created a strong model that can revolutionize the way your company sees its clients, makes decisions and competes in your market. Yet for all of your efforts the model roll out is stalled. The numbers

5 Types of Analytics in Business: One to Go After and One to Avoid

 I have been lucky enough to work in some form of analytics for the past 15 years. In the last five especially, there has been an explosion in opportunities and applications as well as software tools. Lately,...

The Beginner’s Guide to Predictive Workforce Analytics

 Human Resources Feels Pressure to Begin Using Predictive Analytics Today’s business executives are increasingly applying pressure to their Human Resources departments to “use predictive analytics”. This pressure isn’t unique to Human Resources as these same business leaders...

Predictive Modeling Forensics: Identifying Data Problems

 Excerpted and modified from Chapters 3 and 4 of Mr. Abbott’s book Applied Predictive Analytics, Wiley 2014 The Data Understanding stage of a predictive analytics project is intended to uncover the characteristics of the data available for...

Five Wins for Retail with Predictive Analytics

 We’ve heard a lot about how big data is changing the world, and even more about the changes that are still to come. There is more data collected now than at any other point in history, but...

Faster Credit Scoring Dev With Specialized Binning Code – R Package

 Introduction One of the main concerns in a credit scoring project is the extraordinary amount of time required for its development, usually months after the data has been collected. Most of this time is concentrated on a...

Good Predictions != Good Decisions

 A Fateful Tale Ted is having a rough week at work. As a call-center employee, his main focus is on customer retention and offering promotions to his company’s current subscribers. For some reason, his numbers are horrible...

Using Predictive Analytics to Bring Retailers Closer to Their Customers

 Based on the amount of retailers that have been forced to shut their doors in 2015 alone, there is a major shift that is moving through the retail industry at full force. (Here’s the list of stores...

Visualization: Panacea for Building Analytics Solutions?

 Data,data,data everywhere and what do I do with it. How do I make sense of it that is useful to the business? More importantly, how do I tell the story now that the solution is built? VISUALIZATION....

Five Challenges in Using Predictive Analytics to Improve Patient Outcomes

 In the increasingly patient-centric world of healthcare, predictive analytics has taken firm hold as a means for healthcare organizations to improve patient outcomes. Predictive models for determining patient responses to medication, lowering hospital readmission rates, assessing risk...

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