A summary of the book

Congratulations on your excellent journey of learning through the course of this book; you've acquired invaluable skills. You learned various skills in the four parts of this book. In the following subchapter, we will go over what we learned in each part of this book.

Part 1 – Technical requirements

In this part of the book, which lasted from Chapter 1, Review of the Core Modules of NumPy and Pandas through Chapter 4, Databases, we covered all the technical and foundational concepts, techniques, and technologies that you will need for effective data preprocessing. Specifically, in Chapter 1, Review of the Core Modules of NumPy and Pandas, and Chapter 2, Review of Another Core Module – Matplotlib, we picked up all the foundation Python programming skills that we will need for data preprocessing. In Chapter 3, Data – What Is It Really? we acquired a fundamental understanding of data and the different analytics paths that have implications...