[DesireCourse.Com] Udemy - Deep Learning Recurrent Neural Networks in Python
大小
629.16 MB
文件数
41
Info Hash:
AC245FA404C67F4C67E3769E399C90C51396E280
收录时间
2025-12-26 13:28:46
更新时间
2025-12-26 13:28:46
文件列表 (41)
01 Introduction and Outline/001 Outline of this Course.mp4
4.93 MB
01 Introduction and Outline/002 Review of Important Deep Learning Concepts.mp4
5.68 MB
01 Introduction and Outline/003 Where to get the Code and Data.mp4
3.12 MB
01 Introduction and Outline/004 How to Succeed in this Course.mp4
9.52 MB
02 The Simple Recurrent Unit/005 Architecture of a Recurrent Unit.mp4
7.74 MB
02 The Simple Recurrent Unit/006 Prediction and Relationship to Markov Models.mp4
8.97 MB
02 The Simple Recurrent Unit/007 Unfolding a Recurrent Network.mp4
3.21 MB
02 The Simple Recurrent Unit/008 Backpropagation Through Time BPTT.mp4
7.14 MB
02 The Simple Recurrent Unit/009 The Parity Problem - XOR on Steroids.mp4
7.78 MB
02 The Simple Recurrent Unit/010 The Parity Problem in Code using a Feedforward ANN.mp4
38.33 MB
02 The Simple Recurrent Unit/011 Theano Scan Tutorial.mp4
23.76 MB
02 The Simple Recurrent Unit/012 The Parity Problem in Code using a Recurrent Neural Network.mp4
37.48 MB
02 The Simple Recurrent Unit/013 On Adding Complexity.mp4
2.39 MB
03 Recurrent Neural Networks for NLP/014 Word Embeddings and Recurrent Neural Networks.mp4
8.69 MB
03 Recurrent Neural Networks for NLP/015 Word Analogies with Word Embeddings.mp4
4.18 MB
03 Recurrent Neural Networks for NLP/016 Representing a sequence of words as a sequence of word embeddings.mp4
5.43 MB
03 Recurrent Neural Networks for NLP/017 Generating Poetry.mp4
7.53 MB
03 Recurrent Neural Networks for NLP/018 Generating Poetry in Code part 1.mp4
52.43 MB
03 Recurrent Neural Networks for NLP/019 Generating Poetry in Code part 2.mp4
13.59 MB
03 Recurrent Neural Networks for NLP/020 Classifying Poetry.mp4
6.28 MB
03 Recurrent Neural Networks for NLP/021 Classifying Poetry in Code.mp4
45.86 MB
04 Advanced RNN Units/022 Rated RNN Unit.mp4
6.04 MB
04 Advanced RNN Units/023 RRNN in Code - Revisiting Poetry Generation.mp4
25.41 MB
04 Advanced RNN Units/024 Gated Recurrent Unit GRU.mp4
9.03 MB
04 Advanced RNN Units/025 GRU in Code.mp4
15.06 MB
04 Advanced RNN Units/026 Long Short-Term Memory LSTM.mp4
7.61 MB
04 Advanced RNN Units/027 LSTM in Code.mp4
19.38 MB
04 Advanced RNN Units/028 Learning from Wikipedia Data.mp4
12.75 MB
04 Advanced RNN Units/029 Alternative to Wikipedia Data Brown Corpus.mp4
12.49 MB
04 Advanced RNN Units/030 Learning from Wikipedia Data in Code part 1.mp4
48.69 MB
04 Advanced RNN Units/031 Learning from Wikipedia Data in Code part 2.mp4
25.61 MB
04 Advanced RNN Units/032 Visualizing the Word Embeddings.mp4
23.49 MB
05 Batch Training/033 Batch Training for Simple RNN.mp4
16.55 MB
06 TensorFlow/034 Simple RNN in TensorFlow.mp4
11.99 MB
07 Appendix/035 How to install wp2txt or WikiExtractor.py.mp4
3.77 MB
07 Appendix/036 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4
43.92 MB
07 Appendix/037 How to Code by Yourself part 1.mp4
24.53 MB
07 Appendix/038 How to Code by Yourself part 2.mp4
14.8 MB
07 Appendix/039 BONUS Where to get Udemy coupons and FREE deep learning material.mp4
4.02 MB
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754 B
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51 B