This section deep dives into the application of machine learning and deep learning algorithms in NLP. Each algorithm will be explained in detail and a real-world application will be discussed to provide you with a hands-on understanding.

This section comprises the following chapters:

• Chapter 7, Identifying Patterns in Text Using Machine Learning
• Chapter 8, From Human Neurons to Artificial Neurons for Understanding Text
• Chapter 9, Applying Convolutions to Text
• Chapter 10, Capturing the Temporal Relationship in Text
• Chapter 11, State of the Art in NLP