Introduction to machine learning with scikit-learn

This repo contains IPython notebooks from my scikit-learn video series, as seen on Kaggle's blog.

Entire series

• Watch the entire series (YouTube playlist)
• View the IPython Notebooks (nbviewer)
• Read the blog posts (Kaggle's blog)

Individual videos

1. What is machine learning, and how does it work? (video, notebook, blog post)

   • What is machine learning?
   • What are the two main categories of machine learning?
   • What are some examples of machine learning?
   • How does machine learning "work"?

2. Setting up Python for machine learning: scikit-learn and IPython Notebook (video, notebook)

   • What are the benefits and drawbacks of scikit-learn?
   • How do I install scikit-learn?
   • How do I use the IPython Notebook?
   • What are some good resources for learning Python?