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

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