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• file:6 - 7 - Multiclass Classification_ One-vs-all (6 min).mkv
• file:17 - 5 - Online Learning (13 min).srt
• file:17 - 6 - Map Reduce and Data Parallelism (14 min).mkv
• file:13 - 3 - Optimization Objective (7 min)(1).mkv
• file:14 - 6 - Reconstruction from Compressed Representation (4 min).srt
• file:2 - 5 - Gradient Descent (11 min).mkv
• file:16 - 1 - Problem Formulation (8 min).mkv
• file:12 - 3 - Mathematics Behind Large Margin Classification (Optional) (20 min).mkv
• file:Lecture3.pdf
• file:统计学习方法 - 李航.pdf
• file:dlbook_cn_v0.5-beta.pdf
• file:PatternRecognitionAndMachineLearning.pdf
• file:deeplearningbook.pdf
• file:机器学习_周志华.pdf
• file:机器学习个人笔记完整版v4.21.pdf