Section 2: Developing and Training Models

In this section, you will be introduced to the process of parsing data and training models. We begin with an introduction to the two forms of machine learning and reinforce the definitions of a number of modules/tutorials using real-world examples in the biotechnology industry.

This section comprises the following chapters:

• Chapter 5, Understanding Machine Learning
• Chapter 6, Unsupervised Machine Learning
• Chapter 7, Supervised Machine Learning
• Chapter 8, Understanding Deep Learning
• Chapter 9, Natural Language Processing
• Chapter 10, Exploring Time Series Analysis