[Manning] Deep learning patterns practices (hevc) (2021) [EN]

[Manning] Deep learning patterns practices (hevc) (2021) [EN] metadata, size 478.01 MB, 90 files, category video, indexed at 2026-06-19.

大小：478.0 MB 格式：m4v 分类：视频文件数量：90 个 发掘时间：2026-06-19 18:55:52 最后活跃：2026-06-19 18:55:52

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Infohashb7b417c5796137b05fb8d984dc3aca5689e69d4d 总大小478.0 MB 格式m4v 分类视频文件数90 发掘时间（北京时间）2026-06-19 18:55:52 最后活跃（北京时间）2026-06-19 18:55:52

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Tag

m4v video 2021 deep en learning practices manning patterns hevc

文件列表

文件名	格式	大小
01 - Part 1. Deep learning fundamentals.m4v	m4v	599.4 KB
02 - Ch1 Designing modern machine learning.m4v	m4v	8.2 MB
03 - Ch1 The evolution in machine learning approaches.m4v	m4v	4.5 MB
04 - Ch1 Next steps in computer learning - Part 1.m4v	m4v	6.0 MB
05 - Ch1 Next steps in computer learning - Part 2.m4v	m4v	5.4 MB
06 - Ch1 The benefits of design patterns.m4v	m4v	4.4 MB
07 - Ch2 Deep neural networks.m4v	m4v	6.0 MB
08 - Ch2 Sequential API method.m4v	m4v	4.6 MB
09 - Ch2 Activation functions.m4v	m4v	6.9 MB
10 - Ch2 DNN binary classifier.m4v	m4v	7.4 MB
11 - Ch2 Simple image classifier.m4v	m4v	6.4 MB
12 - Ch3 Convolutional and residual neural networks.m4v	m4v	5.0 MB
13 - Ch3 Feature detection.m4v	m4v	4.0 MB
14 - Ch3 The ConvNet design for a CNN.m4v	m4v	5.9 MB
15 - Ch3 VGG networks.m4v	m4v	3.9 MB
16 - Ch3 Architecture.m4v	m4v	5.7 MB
17 - Ch3 Batch normalization.m4v	m4v	3.9 MB
18 - Ch4 Training fundamentals.m4v	m4v	5.1 MB
19 - Ch4 Dataset splitting.m4v	m4v	4.3 MB
20 - Ch4 Data normalization.m4v	m4v	3.1 MB
21 - Ch4 Validation and overfitting.m4v	m4v	5.1 MB
22 - Ch4 Convergence.m4v	m4v	5.9 MB
23 - Ch4 Hyperparameters.m4v	m4v	4.8 MB
24 - Ch4 Learning rate.m4v	m4v	3.5 MB
25 - Ch4 Invariance.m4v	m4v	5.2 MB
26 - Ch4 Scale invariance.m4v	m4v	2.9 MB
27 - Ch4 Raw (disk) datasets.m4v	m4v	4.0 MB
28 - Ch4 Resizing.m4v	m4v	3.5 MB
29 - Part 2. Basic design pattern.m4v	m4v	1.3 MB
30 - Ch5 Procedural design pattern.m4v	m4v	4.8 MB
31 - Ch5 Stem component.m4v	m4v	5.6 MB
32 - Ch5 ResNet.m4v	m4v	4.2 MB
33 - Ch5 Pre-stem.m4v	m4v	6.2 MB
34 - Ch5 Task component.m4v	m4v	6.2 MB
35 - Ch5 Beyond computer vision - NLP.m4v	m4v	5.3 MB
36 - Ch6 Wide convolutional neural networks.m4v	m4v	6.3 MB
37 - Ch6 Inception v1 module.m4v	m4v	6.7 MB
38 - Ch6 Inception v2 - Factoring convolutions.m4v	m4v	5.7 MB
39 - Ch6 Normal convolution.m4v	m4v	3.9 MB
40 - Ch6 ResNeXt - Wide residual neural networks.m4v	m4v	6.7 MB
41 - Ch6 Beyond computer vision - Structured data.m4v	m4v	4.9 MB
42 - Ch7 Alternative connectivity patterns.m4v	m4v	7.3 MB
43 - Ch7 Dense block.m4v	m4v	3.5 MB
44 - Ch7 Xception - Extreme Inception.m4v	m4v	5.9 MB
45 - Ch7 Exit flow of Xception.m4v	m4v	4.0 MB
46 - Ch7 SE-Net - Squeeze and excitation.m4v	m4v	3.9 MB
47 - Ch8 Mobile convolutional neural networks.m4v	m4v	7.1 MB
48 - Ch8 Stem.m4v	m4v	5.5 MB
49 - Ch8 MobileNet v2.m4v	m4v	6.7 MB
50 - Ch8 SqueezeNet.m4v	m4v	6.2 MB

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