Section 3: Deep Dive into Machine Learning

The main objective of this section is to deep dive into machine learning algorithms and develop predictive models. This section focuses on regression, classification, PCA, and clustering methods. This section will mostly use pandas and scikit-learn.

This section includes the following chapters:

• Chapter 9, Supervised Learning – Regression Analysis
• Chapter 10, Supervised Learning – Classification Techniques
• Chapter 11, Unsupervised Learning – PCA and Clustering