视频选集 p0 COMPSCI 188 - 2018-08-23 - Introduction to Artificial Intelligence p1 COMPSCI 188 - 2018-08-28 - Uninformed Search p2 COMPSCI 188 - 2018-08-30 - A＊ Search and Heuristics p3 COMPSCI 188 - 2018-09-04 - Constraint Satisfaction Problems (CSPs) Part 1⧸2 p4 COMPSCI 188 - 2018-09-06 - Constraint Satisfaction Problems (CSPs) Part 2⧸2 p5 COMPSCI 188 - 2018-09-11 - Search with Other Agents： Minimax p6 COMPSCI 188 - 2018-09-13 - Search with Other Agents： Expectimax, Utilities p7 COMPSCI 188 - 2018-09-18 - Markov Decision Processes (MDPs) Part 1⧸2 p8 COMPSCI 188 - 2018-09-20 - Markov Decision Processes (MDPs) Part 2⧸2 p9 COMPSCI 188 - 2018-09-25 - Reinforcement Learning Part 1⧸2 p10 COMPSCI 188 - 2018-09-27 - Reinforcement Learning Part 2⧸2 p11 COMPSCI 188 - 2018-10-02 - Probability p12 COMPSCI 188 - 2018-10-04 - Bayes' Nets： Representation p13 COMPSCI 188 - 2018-10-11 - Bayes' Nets： Independence (D-Separation) p14 COMPSCI 188 - 2018-10-16 - Bayes' Nets： Inference (Variable Elimination) p15 COMPSCI 188 - 2018-10-18 - Bayes' Nets： Sampling p16 COMPSCI 188 - 2018-10-23 - Decision Networks and Value of Perfect Informatio p17 COMPSCI 188 - 2018-10-25 - Hidden Markov Models p18 COMPSCI 188 - 2018-10-30 - Particle Filtering p19 COMPSCI 188 - 2018-11-01 - Machine Learning： Naive Bayes p20 COMPSCI 188 - 2018-11-06 - Machine Learning： Perceptrons and Logistic Regres p21 COMPSCI 188 - 2018-11-08 - Machine Learning： Optimization and Neural Network p22 COMPSCI 188 - 2018-11-13 - Machine Learning： Neural Networks and Decision Tr p23 COMPSCI 188 - 2018-11-27 - Robotics, Language, and Vision p24 COMPSCI 188 - 2018-11-29 - Advanced Topics, Summary
加加zero的视频 Andrej Karpathy【中英⚡从零构建 GPT（重制版）|Neural Networks: Zero to Hero】 【人工智能导论 CS188 2018】伯克利—中英字幕 加州伯克利分校【中英⚡人工智能|CS188 Spring2024, Artificial Intelligence】 【基于Pytorch从零实现Stable Diffusion模型 by Umar Jamil】 【精译⚡几何测度论I】国家理论科学研究中心•2019 CoreDumped【中英⚡图解计算机体系结构|Computer architecture from scratch】 高盛投行【中英⚡专业交易大师班（PTM）|Professional Trading Masterclass】 CoreDumped【中英⚡图解操作系统原理|Operating Systems Theory】 NinjaNerd系列【中英⚡肾脏医学|Renal Medicine】 【精译⚡从零开始构建 GPT 系列】Andrej Karpathy 德州大学奥斯汀分校【精译⚡数据分析和地质统计 Data Analytics And Geostatistics PGE337 2021】 【深度强化学习 CS285 2023】伯克利—中英字幕
