| 文件名 | 內容大小 |
|---|
| 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 | 14.80 MB |
| 07 Appendix/039 BONUS Where to get Udemy coupons and FREE deep learning material.mp4 | 4.02 MB |
| [FreeTutorials.Us].txt | 75 bytes |
| Freetutorials.Us.url | 119 bytes |
