[FreeTutorials Us] deep-learning-recurrent-neural-networks-in-python


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Torrent File Content (41 files)


[FreeTutorials.Us] deep-learning-recurrent-neural-networks-in-python
    01 Introduction and Outline
          001 Outline of this Course.mp4 -
4.93 MB

          002 Review of Important Deep Learning Concepts.mp4 -
5.68 MB

          003 Where to get the Code and Data.mp4 -
3.12 MB

          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

          006 Prediction and Relationship to Markov Models.mp4 -
8.97 MB

          007 Unfolding a Recurrent Network.mp4 -
3.21 MB

          008 Backpropagation Through Time BPTT.mp4 -
7.14 MB

          009 The Parity Problem - XOR on Steroids.mp4 -
7.78 MB

          010 The Parity Problem in Code using a Feedforward ANN.mp4 -
38.33 MB

          011 Theano Scan Tutorial.mp4 -
23.76 MB

          012 The Parity Problem in Code using a Recurrent Neural Network.mp4 -
37.48 MB

          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

          015 Word Analogies with Word Embeddings.mp4 -
4.18 MB

          016 Representing a sequence of words as a sequence of word embeddings.mp4 -
5.43 MB

          017 Generating Poetry.mp4 -
7.53 MB

          018 Generating Poetry in Code part 1.mp4 -
52.43 MB

          019 Generating Poetry in Code part 2.mp4 -
13.59 MB

          020 Classifying Poetry.mp4 -
6.28 MB

          021 Classifying Poetry in Code.mp4 -
45.86 MB

    04 Advanced RNN Units
          022 Rated RNN Unit.mp4 -
6.04 MB

          023 RRNN in Code - Revisiting Poetry Generation.mp4 -
25.41 MB

          024 Gated Recurrent Unit GRU.mp4 -
9.03 MB

          025 GRU in Code.mp4 -
15.06 MB

          026 Long Short-Term Memory LSTM.mp4 -
7.61 MB

          027 LSTM in Code.mp4 -
19.38 MB

          028 Learning from Wikipedia Data.mp4 -
12.75 MB

          029 Alternative to Wikipedia Data Brown Corpus.mp4 -
12.49 MB

          030 Learning from Wikipedia Data in Code part 1.mp4 -
48.69 MB

          031 Learning from Wikipedia Data in Code part 2.mp4 -
25.61 MB

          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

          036 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 -
43.92 MB

          037 How to Code by Yourself part 1.mp4 -
24.53 MB

          038 How to Code by Yourself part 2.mp4 -
14.8 MB

          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



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