Mon premier blog

Foundations of Machine Learning Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar
Publisher: MIT Press

I've seen so much awesome stuff in my forays into Machine Learning as part of the course I'm doing, I thought I'd present for your entertainment and information my top 5 machine learning resources. I highly recommend this article for a casual read, it's very nicely written and accessible but does delve into the theory and mathematical foundations of the Perceptron algorithm at the heart of the article. Jan 7, 2013 - Monday, 7 January 2013 at 07:24. , hard copy is being sold at Amazon for $66.50 . Feb 27, 2014 - 7 covers both resampling (cross-validation and bootstrap) and machine learning classification (LDA, kNN) and regression (neural net) methods. To follow a path on the ground. May 7, 2014 - A 20 hours advanced machine learning course including theory classes and practical laboratory session. Nov 24, 2009 - Top 5 Cool Machine Learning Links. Jan 31, 2014 - Deal: Free eBooks on Statistical Learning (in PDF), Store: , Category: Books & Magazines. Mar 20, 2014 - I like this characterization because it emphasizes the different focus: data mining is driven by applications, machine learning by algorithms, and statistics by mathematical foundations.