视频选集 Lecture_1_Problem_Formulation_&_Notation.zh_en Lecture_2_Machine_Learning_as_Function_Approximation.zh_en Lecture_3_Decision_Trees.zh_en Lecture_4_Overfitting_&_k-Nearest_Neighbors.zh_en Lecture_5_KNNs_&_Model_Selection.zh_en Lecture_6_Perceptron.zh_en Lecture_7_Linear_Regression.zh_en Lecture_8_Optimization_for_Machine_Learning.zh_en Lecture_9_Stochastic_Gradient_Descent_Logistic_Regression.zh_en Lecture_10_Regularization.zh_en Lecture_11_Neural_Networks.zh_en Lecture_12_Backpropagation_I.zh_en Lecture_13_Backpropagation_II.zh_en Lecture_14_PAC_Learning.zh_en Lecture_15_PAC_Learning_MLE+MAP.zh_en Lecture_16_Naive_Bayes.zh_en Lecture_17_Foundations_RNNs_and_CNNs.zh_en Lecture_18_Transformers_and_Autodiff.zh_en Lecture_19_Pre-training_Fine-tuning_In-context_Learning.zh_en Lecture_20_Reinforcement_Learning_MDPs.zh_en Lecture_21_Reinforcement_Learning_Value_Policy_Iteration.zh_en Lecture_22_Reinforcement_Learning_Q-Learning_Deep_RL.zh_en Lecture_23_Dimensionality_Reduction_PCA.zh_en Lecture_24_K-Means_Ensemble_Methods_Bagging.zh_en Lecture_25_Ensemble_Methods_Boosting_Recommender_Systems.zh_en Lecture_26_Algorithmic_Bias.zh_en 27_Special_Topics_Generative_Models_for_Vision_Significance_Testing_for_ML Exam_1_Review.zh_en Exam_2_Review.zh_en Recitation_8_Reinforcement_Learning.zh_en Recitation_Exam_3_Review.zh_en Recitation_HW1_Calculus.zh_en Recitation_HW1_Computational_Complexity.zh_en Recitation_HW1_Dynamic_Programming.zh_en Recitation_HW1_Linear_Algebra_and_Geometry.zh_en Recitation_HW1_NumPy.zh_en Recitation_HW1_Probability_(Part_1).zh_en Recitation_HW1_Probability_(Part_2).zh_en Recitation_HW1_Trees.zh_en Recitation_HW2.zh_en Recitation_HW3.zh_en Recitation_HW4.zh_en Recitation_HW_5_Review.zh_en Rectiation_HW6_Colab_Tutorial.zh_en Recitation_HW6.zh_en Recitation_HW7.zh_en Recitation_HW9.zh_en
GPT中英字幕课程资源的视频 华盛顿大学《商务英语(社交/会议/计划/谈判/演讲)|business-English》（中英字幕） 密歇根大学《金融科技创新（支付/区块链和加密货币/筹款/AI）|Financial Technology (Fintech) Innovations》中英字幕 CMU《高级机器人动力学与仿真|16-715 Advanced Robot Dynamics and Simulation 2022》中英字幕 CMU《最优控制和强化学习|16-745: Optimal Control and Reinforcement Learning》中英字幕claude-3.5 吴恩达《用Jamba构建长上下文AI应用|Build Long-Context AI Apps with Jamba》中英字幕（deepseek 斯坦福大学《学术写作|Writing in the Sciences》中英字幕 哈佛大学《生物信息学与计算生物学导论| Introduction to Bioinformatics and Computational Biology》中英 CMU《计算机系统导论|CMU 15-213，15-513，14-513 Introduction to Computer Systems 2017 CMU《机器学习导论|Fall 2023 10-301/601 Introduction to Machine Learning》中英字幕（deepseek 耶鲁大学《天才的本质|The Nature of Genius》中英字幕（gpt-4o 斯坦福大学《音乐应用的音频信号处理|Audio Signal Processing for Music Applications》中英字幕
