Topics

• Getting started with scikit-learn
• Arrays
• Classification
• Linear algebra with np.linalg
• Dimensionality reduction (Feature selection)

Examples

• Installation of scikit-learn
• Array Access
• Transposing an array
• Reshaping an array
• Sample datasets
• Analyzing Classification Reports
• Solve linear systems with np.solve
• Find the least squares solution to a linear system with np.linalg.lstsq
• Reducing The Dimension With Principal Component Analysis