Distributed Machine Learning Patterns

Part 3 Building a distributed machine learning workflow

If you’ve survived the training up to this point, congratulations! You’ve just learned many common patterns that can be used in real-world machine learning systems, as well as understanding the tradeoffs when deciding which patterns to apply to your system.

In the last part of the book, we will build an end-to-end machine learning system to apply what we learned previously. We will gain hands-on experience implementing many patterns previously learned in this project. We’ll learn how to solve problems at a larger scale and take what’s developed on our laptops to large distributed clusters.

In chapter 7, we’ll go through the project background and system components. Then, we’ll go through ...