Uncertainty Probability Syntax and Semantics Inference Independence and Bayes’ Rule Bayesian network Graphical models Bayesian networks Inference in Bayesian networks
First-Order Logic Why FOL? Syntax and semantics of FOL Using FOL Knowledge engineering in FOL Inference in FOL Reducing first-order inference to propositional inference Unification (合一) Generalized Modus Ponens（一般化分离规则） Forward and backward chaining Resolution
深度学习简介 Neural Network Goodness of Function Pick the Best Function 前馈神经网络 Tips for Deep Learning 卷积神经网络（Convolutional Neural Network, CNN） 循环神经网络（Recurrent Neural Network, RNN） Keras CNN in Keras RNN in Keras
