This book is a primer on machine learning for programmers trying to get up to speed quickly. You'll learn how machine learning works and how to apply it in practice. We focus on just a few powerful models (algorithms) that are extremely effective on real problems, rather than presenting a broad survey of machine learning algorithms as many books do.Read more.
The techniques and tools covered in The Mechanics of Machine Learning are most similar to the requirements found in Data Scientist job advertisements.