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李宏毅机器学习合集(2020)

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2021-03-31 09:20:45
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https://www.youtube.com/playlist?list=PLJV_el3uVTsPy9oCRY30oBPNLCo89yu49 转自李宏毅老师 Machine Learning
人工智能
学习
NLP
AI
lstm
ai_ai360 发消息
视频选集
（1/36）
ML Lecture 0-1- Introduction of Machine Learning
38:56
ML Lecture 0-2- Why we need to learn machine learning-
01:20
ML Lecture 1- Regression - Case Study
01:18:34
ML Lecture 1- Regression - Demo
06:52
ML Lecture 2- Where does the error come from-
43:13
ML Lecture 3-1- Gradient Descent
01:01:51
ML Lecture 3-2- Gradient Descent (Demo by AOE)
02:35
ML Lecture 3-3- Gradient Descent (Demo by Minecraft)
01:40
ML Lecture 4- Classification
01:09:40
ML Lecture 5- Logistic Regression
01:07:12
ML Lecture 6- Brief Introduction of Deep Learning
46:29
ML Lecture 7- Backpropagation
31:26
ML Lecture 8-1- “Hello world” of deep learning
29:50
ML Lecture 8-2- Keras 2.0
09:36
ML Lecture 8-3- Keras Demo
11:13
ML Lecture 9-1- Tips for Training DNN
01:26:02
ML Lecture 9-2- Keras Demo 2
15:20
ML Lecture 9-3- Fizz Buzz in Tensorflow (sequel)
06:10
ML Lecture 10- Convolutional Neural Network
01:19:28
ML Lecture 11- Why Deep-
57:45
ML Lecture 12- Semi-supervised
59:58
ML Lecture 13- Unsupervised Learning - Linear Methods
01:40:20
ML Lecture 14- Unsupervised Learning - Word Embedding
40:38
ML Lecture 15- Unsupervised Learning - Neighbor Embedding
30:57
ML Lecture 16- Unsupervised Learning - Auto-encoder
42:03
ML Lecture 17- Unsupervised Learning - Deep Generative Model (Part I)
29:33
ML Lecture 18- Unsupervised Learning - Deep Generative Model (Part II)
01:03:30
ML Lecture 19- Transfer Learning
01:14:27
ML Lecture 20- Support Vector Machine (SVM)
01:05:26
ML Lecture 21-1- Recurrent Neural Network (Part I) English version
46:23
ML Lecture 21-1- Recurrent Neural Network (Part I)
48:59
ML Lecture 21-2- Recurrent Neural Network (Part II)
01:30:49
ML Lecture 22- Ensemble
01:39:58
ML Lecture 23-1- Deep Reinforcement Learning
01:06:21
ML Lecture 23-2- Policy Gradient (Supplementary Explanation)
13:19
ML Lecture 23-3- Reinforcement Learning (including Q-learning)
01:05:33

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google colab tutorial
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kaldi容器安装
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Deep Learning Theory
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360 2

李宏毅GAN合集-Generative Adversarial Network (2017-2018)
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Advanced Topics in Deep Learning
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How to use vosk to do offline speech recognition with python
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