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