Cover image for Hilary Mason: Advanced Machine Learning

Book description

In this sequel to "An Introduction to Machine Learning with Web Data", bit.ly lead scientist Hilary Mason shows you how to solve real-world problems with machine learning. Using real data from an actual ecommerce website, you will apply production quality algorithms to understand all the issues that arise when working in a live environment.

Table of Contents

  1. Introduction
    00:19:17
  2. Classification Part 1
    00:18:05
  3. Classification Part 2
    00:42:22
  4. Clustering
    00:26:10
  5. Learning From Data
    00:21:16
  6. Conclusions
    00:06:42