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Machine learning is a must have for every person involved with practical machine learning. The book not only presents a very well thought overview of a wide range of machine learning algorithms, but also shows the best practices when it comes to getting the most out of machine learning models.
The author successfully made tremendous efforts in bringing a variety of sophisticated machine learning algorithms in both classical statistical learning and deep learning by simple, straightforward and clear explanation together with fully-working step-by-step python codes down to average readers with basic technical understanding in machine learning area.