Cover image for Hilary Mason: An Introduction to Machine Learning with Web Data

Book description

Once you've accumulated a pile of data through your web application, what do you do with it? This insightful video course shows you how to solve data analysis problems using basic machine learning techniques and frameworks. You'll follow several examples through the entire process—from obtaining, cleaning, and exploring data to building a model and interpreting the results.

Table of Contents

  1. Introduction
    00:20:25
  2. Classifying Web Documents - The Theory
    00:29:23
  3. Classifying Web Documents - The Code
    00:47:57
  4. Clustering, Recommendations, and Probability
    00:54:06
  5. Conclusion
    00:11:30