diff --git a/README.md b/README.md index 3ec22c1..ea77357 100644 --- a/README.md +++ b/README.md @@ -1678,6 +1678,7 @@ be ## Books +* [Distributed Machine Learning Patterns](https://github.com/terrytangyuan/distributed-ml-patterns) - This book teaches you how to take machine learning models from your personal laptop to large distributed clusters. You’ll explore key concepts and patterns behind successful distributed machine learning systems, and learn technologies like TensorFlow, Kubernetes, Kubeflow, and Argo Workflows directly from a key maintainer and contributor, with real-world scenarios and hands-on projects. * [Grokking Machine Learning](https://www.manning.com/books/grokking-machine-learning) - Grokking Machine Learning teaches you how to apply ML to your projects using only standard Python code and high school-level math. * [Machine Learning Bookcamp](https://www.manning.com/books/machine-learning-bookcamp) - Learn the essentials of machine learning by completing a carefully designed set of real-world projects. diff --git a/books.md b/books.md index 5bc4337..8468886 100644 --- a/books.md +++ b/books.md @@ -2,6 +2,7 @@ The following is a list of free and/or open source books on machine learning, st ## Machine Learning / Data Mining +* [Distributed Machine Learning Patterns](https://github.com/terrytangyuan/distributed-ml-patterns) - Book (free to read online) + Code * [The Hundred-Page Machine Learning Book](http://themlbook.com/wiki/doku.php) * [Real World Machine Learning](https://www.manning.com/books/real-world-machine-learning) [Free Chapters] * [An Introduction To Statistical Learning](https://www-bcf.usc.edu/~gareth/ISL/) - Book + R Code