Part 2: Machine Learning – Concepts, Applications, and Pitfalls

This part focuses on machine learning, covering its importance, types of machine learning techniques, supervised and unsupervised learning, model evaluation and interpretation, and common pitfalls to avoid. This part has the following chapters:

• Chapter 6, Introducing Machine Learning
• Chapter 7, Supervised Machine Learning
• Chapter 8, Unsupervised Machine Learning
• Chapter 9, Interpreting and Evaluating Machine Learning Models
• Chapter 10, Common Pitfalls in Machine Learning