《深度学习》读书会分享视频集

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2017-10-20 16:22:00
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https://www.youtube.com/playlist?list=PLsXu9MHQGs8eO64mazCnCU3bc9l25Z1ZZ 《Deep Learning Book Live Streams - YouTube - YouTube》by Alena Kruchkova
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视频选集
(1/23)
自动连播
Chapter 1 Introduction presented by Ian Goodfellow
01:22:47
Chapter 2 Linear Algebra presented by Gavin Crooks
50:00
Chapter 3 Probability presented by Pierre Dueck
51:24
Chapter 3 Information Theory presented by Yaroslav Bulatov
11:36
Chapter 4 Numerical Computation presented by Yaroslav Bulatov
01:11:39
CH5 live stream
02:12:28
CH5 (Part 2) live stream
01:58:44
Chapter 6 Deep Feedforward Networks presented by Timothee Cour
01:34:06
CH7 live stream
01:30:14
CH8 live stream
01:38:17
CH9 CNNs live stream
01:57:03
Chapter 10 Sequence Modeling Recurrent and Recursive Nets presented by Ian Goodf
01:29:09
CH11 Practical Methodology
01:17:38
Chapter 12 - Applications presented by author Ian Goodfellow
01:39:58
Chapter 13 - Linear Factor Models
40:21
Capter 14 - Autoencoders presented by Yaroslav Bulatov
01:15:53
Chapter 15 - Representation Learning
01:22:51
Chapter 16- Structured Probabilistic Models for Deep Learning with Rajhans Samda
01:39:01
Chapter 17- Monte Carlo Methods
53:21
Chapter18 - Partition Function
40:46
Chapter 19- Approximate Inference - YouTube (HD)
29:40
Chapter 20 - Deep Generative Models
01:04:30
Q&A with Alexander Toshev
31:13
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