What Are the Necessary Components of an Advanced Analytics Solution?
Business markets and competition are moving much more quickly these days and predicting, planning and forecasting is more important than ever. It is also important to ens...
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Retailers: Better Market Basket Analysis Will Keep You Ahead Of Competition
“It’s much easier to double your business by doubling your conversion rate than by doubling your traffic.” —Jeff Eisenberg, CEO of BuyerLegends.com It is but only...
[New] Handbook of Deep Learning Applications (Springer)
This book presents a broad range of deep-learning applications related to vision, natural language processing, gene expression, arbitrary object recognition, driverless c...
A Simple Approach for Pursuing the “Future of Smart” Vision
This blog will cover the following “Future of Smart” initiative topics: Create a common definition or description of what it means to become “smart” and rally the...
Reinforcement Learning: Coming to a Home Called Yours!
I loved playing StarCraft, though I seldom played against other humans (my sons in particular, because they absolutely kick my butt). But ah, there is finally revenge f...
1 Rule Prediction
I originally started writing this notebook to serve as an introduction decision trees. It’s a description of the “1-rule” algorithm which I think is wor...
The "lxml" Package and xpath Expressions for Web Scraping
The Jupyter notebook at this link contains a tutorial that explains how to use the lxml package and xpath expressions to extract data from a webpage. The tutorial consist...
Comparison of the Top Speech Processing APIs
Speech processing is a very popular area of machine learning. There is a significant demand in transforming human speech into text and text into speech. It is especially ...
Predicting the demise of retail bookstores: a time series forecasting
“The internet is killing retail. Bookstores are just the first to go.” — quoted in this NYT article. Retail bookstores are in a death row; looks like it’...
Why I agree with Geoff Hinton: I believe that Explainable AI is over-hyped by media
Geoffrey Hinton dismissed the need for explainable AI. A range of experts have explained why he is wrong. I actually tend to agree with Geoff. Explainable AI is overra...