This book is for anyone who would like to learn how to develop machine-learning systems. We will cover the most important concepts about machine learning algorithms, in both a  theoretical and a practical way, and we’ll implement many machine-learning algorithms using the Scikit-learn library in the Python programming language. In the first chapter, you’ll learn the most important concepts of machine learning, and, in the next chapter, you’ll work mainly with the classification. In the last chapter you’ll learn how to train your model. I assume that you’ve knowledge of the basics of programming. 103 Pages · 2018 · 1.58 MB · English

In the tradition of The Immortal Life of Henrietta Lacks, a page-turning ninety-three-year history of Crownsville Hospital, one of the nation’s last segregated asylums, that the New York Times described as “fascinating…meticulous research” and bestselling author Clint Smith endorsed it as “a book that left me breathless.”

It is tempting to attribute China’s recent ascendance to changes in political leadership and economic policy. Making China Modern teaches otherwise. Moving beyond the standard framework of Cold War competition and national resurgence, Klaus Mühlhahn situates twenty-first-century China in the nation’s long history of creative adaptation. 737 Pages · 2019 · 18.8 MB · English

A moving and eye-opening look at the story of manufacturing in America, whether it can ever successfully return to our shores, and why our nation depends on it, told through the experience of one young couple in Maine as they attempt to rebuild a lost industry, ethically. • From the best-selling author of Into the Raging Sea.