Fundamentals of machine learning - Trappenberg, Thomas P. (Oxford, United Kingdom : Oxford University Press, 2020)
Introduction (Page-1), Scientific programming with Python (Page-17), Machine Learning with sklearn (Page-38), Neural networks adn Keras (Page-66), Regression and optimization (Page-93), Basic probability theory (Page-121), Probabilistic regression and Bayes nets (Page-141), Generative modedls (Page-162), Cyclic models and recurrent neural networks (Page-183), Reinforcement learning (Page-206), Artificail intelligence the brain and our society (Page-233).
Keywords: Machine learning