High-Performance Machine Learning – NumPy

In this chapter, we will cover the following recipes:

  • NumPy basics
  • Loading the iris dataset
  • Viewing the iris dataset
  • Viewing the iris dataset with pandas
  • Plotting with NumPy and matplotlib
  • A minimal machine learning recipe – SVM classification
  • Introducing cross-validation
  • Putting it all together
  • Machine learning overview – classification versus regression

Get scikit-learn Cookbook - Second Edition now with O’Reilly online learning.

O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers.