Professor Li Hang's new book is positioned as a university textbook and a reference for professionals, suitable for readers with a certain background in calculus, linear algebra, and computer science.

Use modern machine learning tools and python libraries. Explain how to deal with linearly-inseparable data. Compare logistic regression’s strengths and weaknesses. Explain what decision tree is & how ...

It further trains students to address ethical considerations in their design and implementation of machine learning systems. A strong foundation in probability, statistics, multivariate calculus, and ...

The time-tested technique for predicting numbers, and the role of domain knowledge in machine learning.