Filename Size 01 Introduction and Outline/001 Outline of this Course.mp4 4.9 MB 01 Introduction and Outline/002 Review of Important Deep Learning Concepts.mp4 5.7 MB 01 Introduction and Outline/003 Where to get the Code and Data.mp4 3.1 MB 01 Introduction and Outline/004 How to Succeed in this Course.mp4 9.5 MB 02 The Simple Recurrent Unit/005 Architecture of a Recurrent Unit.mp4 7.7 MB 02 The Simple Recurrent Unit/006 Prediction and Relationship to Markov Models.mp4 9 MB 02 The Simple Recurrent Unit/007 Unfolding a Recurrent Network.mp4 3.2 MB 02 The Simple Recurrent Unit/008 Backpropagation Through Time BPTT.mp4 7.1 MB 02 The Simple Recurrent Unit/009 The Parity Problem - XOR on Steroids.mp4 7.8 MB 02 The Simple Recurrent Unit/010 The Parity Problem in Code using a Feedforward ANN.mp4 38.3 MB 02 The Simple Recurrent Unit/011 Theano Scan Tutorial.mp4 23.8 MB 02 The Simple Recurrent Unit/012 The Parity Problem in Code using a Recurrent Neural Network.mp4 37.5 MB 02 The Simple Recurrent Unit/013 On Adding Complexity.mp4 2.4 MB 03 Recurrent Neural Networks for NLP/014 Word Embeddings and Recurrent Neural Networks.mp4 8.7 MB 03 Recurrent Neural Networks for NLP/015 Word Analogies with Word Embeddings.mp4 4.2 MB 03 Recurrent Neural Networks for NLP/016 Representing a sequence of words as a sequence of word embeddings.mp4 5.4 MB 03 Recurrent Neural Networks for NLP/017 Generating Poetry.mp4 7.5 MB 03 Recurrent Neural Networks for NLP/018 Generating Poetry in Code part 1.mp4 52.4 MB 03 Recurrent Neural Networks for NLP/019 Generating Poetry in Code part 2.mp4 13.6 MB 03 Recurrent Neural Networks for NLP/020 Classifying Poetry.mp4 6.3 MB 03 Recurrent Neural Networks for NLP/021 Classifying Poetry in Code.mp4 45.9 MB 04 Advanced RNN Units/022 Rated RNN Unit.mp4 6 MB 04 Advanced RNN Units/023 RRNN in Code - Revisiting Poetry Generation.mp4 25.4 MB 04 Advanced RNN Units/024 Gated Recurrent Unit GRU.mp4 9 MB 04 Advanced RNN Units/025 GRU in Code.mp4 15.1 MB 04 Advanced RNN Units/026 Long Short-Term Memory LSTM.mp4 7.6 MB 04 Advanced RNN Units/027 LSTM in Code.mp4 19.4 MB 04 Advanced RNN Units/028 Learning from Wikipedia Data.mp4 12.7 MB 04 Advanced RNN Units/029 Alternative to Wikipedia Data Brown Corpus.mp4 12.5 MB 04 Advanced RNN Units/030 Learning from Wikipedia Data in Code part 1.mp4 48.7 MB 04 Advanced RNN Units/031 Learning from Wikipedia Data in Code part 2.mp4 25.6 MB 04 Advanced RNN Units/032 Visualizing the Word Embeddings.mp4 23.5 MB 05 Batch Training/033 Batch Training for Simple RNN.mp4 16.6 MB 06 TensorFlow/034 Simple RNN in TensorFlow.mp4 12 MB 07 Appendix/035 How to install wp2txt or WikiExtractor.py.mp4 3.8 MB 07 Appendix/036 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 43.9 MB 07 Appendix/037 How to Code by Yourself part 1.mp4 24.5 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 MB [DesireCourse.Com].txt 754 B
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