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MIT 6.S191 : Introduction to Deep Learning ( 2019 )

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2019-03-07 04:08:51
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https://www.youtube.com/playlist?list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI *New 2019 Edition* Foundations of Deep Learning Lecturer: Alexander Amini January 2019 For all lectures, slides and lab materials: http://introtodeeplearning.com
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视频选集
（8/19）
01. Introduction to Deep Learning
45:28
02. Recurrent Neural Networks
36:31
03. Convolutional Neural Networks
41:17
04. Deep Generative Modeling
43:44
05. Deep Reinforcement Learning
44:53
06. Deep Learning Limitations and New Frontiers
36:21
07. Biologically Inspired Neural Networks (IBM)
31:30
08. Image Domain Transfer (NVIDIA)
46:33
09. Introduction to Deep Learning ( 2018 )
42:40
10. Sequence Modeling with Neural Networks ( 2018 )
27:13
11. Convolutional Neural Networks ( 2018 )
35:10
12. Deep Generative Modeling ( 2018 )
44:07
13. Deep Reinforcement Learning ( 2018 )
32:49
14. Deep Learning Limitations and New Frontiers ( 2018 )
31:37
15. Issues in Image Classification ( 2018 )
17:19
16. Faster ML Development with TensorFlow ( 2018 )
19:20
17. Deep Learning - A Personal Perspective ( 2018 )
32:56
18. Beyond Deep Learning - Learning+Reasoning ( 2018 )
32:21
19. Computer Vision Meets Social Networks ( 2018 )
33:58

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