FreeTutorials Us deep learning recurrent neural networks in python

FreeTutorials Us deep learning recurrent neural networks in python

Name	[FreeTutorials.Us] deep-learning-recurrent-neural-networks-in-python	DOWNLOAD Copy Link
Total Size	659.7 MB
Total Files	41
Hash	7DD9B18DD0881DA2B29EF71C0C77C87CE5601D14

/01 Introduction and Outline/
001 Outline of this Course.mp4	5.2 MB
002 Review of Important Deep Learning Concepts.mp4	6.0 MB
003 Where to get the Code and Data.mp4	3.3 MB
004 How to Succeed in this Course.mp4	10.0 MB
/02 The Simple Recurrent Unit/
005 Architecture of a Recurrent Unit.mp4	8.1 MB
006 Prediction and Relationship to Markov Models.mp4	9.4 MB
007 Unfolding a Recurrent Network.mp4	3.4 MB
008 Backpropagation Through Time BPTT.mp4	7.5 MB
009 The Parity Problem - XOR on Steroids.mp4	8.2 MB
010 The Parity Problem in Code using a Feedforward ANN.mp4	40.2 MB
011 Theano Scan Tutorial.mp4	24.9 MB
012 The Parity Problem in Code using a Recurrent Neural Network.mp4	39.3 MB
013 On Adding Complexity.mp4	2.5 MB
/03 Recurrent Neural Networks for NLP/
014 Word Embeddings and Recurrent Neural Networks.mp4	9.1 MB
015 Word Analogies with Word Embeddings.mp4	4.4 MB
016 Representing a sequence of words as a sequence of word embeddings.mp4	5.7 MB
017 Generating Poetry.mp4	7.9 MB
018 Generating Poetry in Code part 1.mp4	55.0 MB
019 Generating Poetry in Code part 2.mp4	14.2 MB
020 Classifying Poetry.mp4	6.6 MB
021 Classifying Poetry in Code.mp4	48.1 MB
/04 Advanced RNN Units/
022 Rated RNN Unit.mp4	6.3 MB
023 RRNN in Code - Revisiting Poetry Generation.mp4	26.6 MB
024 Gated Recurrent Unit GRU.mp4	9.5 MB
025 GRU in Code.mp4	15.8 MB
026 Long Short-Term Memory LSTM.mp4	8.0 MB
027 LSTM in Code.mp4	20.3 MB
028 Learning from Wikipedia Data.mp4	13.4 MB
029 Alternative to Wikipedia Data Brown Corpus.mp4	13.1 MB
030 Learning from Wikipedia Data in Code part 1.mp4	51.1 MB
031 Learning from Wikipedia Data in Code part 2.mp4	26.9 MB
032 Visualizing the Word Embeddings.mp4	24.6 MB
/05 Batch Training/
033 Batch Training for Simple RNN.mp4	17.4 MB
/06 TensorFlow/
034 Simple RNN in TensorFlow.mp4	12.6 MB
/07 Appendix/
035 How to install wp2txt or WikiExtractor.py.mp4	4.0 MB
036 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4	46.0 MB
037 How to Code by Yourself part 1.mp4	25.7 MB
038 How to Code by Yourself part 2.mp4	15.5 MB
039 BONUS Where to get Udemy coupons and FREE deep learning material.mp4	4.2 MB
/
[FreeTutorials.Us].txt	0.1 KB
Freetutorials.Us.url	0.1 KB
Total files 41