Machine Learning
Zhou Zhihua: "Machine Learning"
Li Hang: "Statistical Learning Method"
Turing Programming Series: "Machine learning real."
Machinery Industry Press: "Machine Learning combat: Based Scikit-Learn and TensorFlow"
The first two books in our laboratory staff a basic, showing its really good. The two I have read this, week teacher's easy to understand, it is recommended for beginners to read. Li Hang teacher analysis of machine learning algorithms from a statistical point of view, more books formula, recommended a certain basis of junior partner to read. After two books I recommend are the algorithm of machine learning. Turing machine learning books that this code is mainly achieved through python, but its code is python2, the proposed reference python2 into python3. That this mechanical press, the machine learning algorithm is mainly achieved through the python dependencies sklearn.
Data Class
"Python Data Science Handbook"
I think this book is great, there are python dependencies numpy, pandas, matplotlib achieve, and some machine learning algorithms.