Trappenberg, Thomas P.,

Fundamentals of machine learning / Thomas P. Trappenberg, Dalhousie University. - First edition. - xi, 247 p. : ill. ; 25 cm.

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).

9780198828044 0198828047

2019945424


Machine learning.

006.31,TRA