Developing Applications
This part will help you with the implementation phase of the project. We will start with Python packaging and dependency management, a topic of growing importance as machine learning applications continue to take the world by storm. Chapter 16 is a new chapter on DevOps that explains how to continuously build and deploy Python applications inside containers with Docker. Next, we will move on to various forms of inter-process communication and multithreaded programming. The section concludes with a careful examination of how Linux manages memory and demonstrates how to measure memory usage and detect memory leaks using the various tools that are available.
This part has the following chapters:
- Chapter 15, Packaging Python
- Chapter 16, Deploying Container Images
- Chapter 17, Learning about Processes and Threads
- Chapter 18, Managing Memory
