FreeTutorials Us natural language processing with deep learning in python

FreeTutorials Us natural language processing with deep learning in python

Name	[FreeTutorials.Us] natural-language-processing-with-deep-learning-in-python	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	697.7 MB
Total Files	47
Hash	70C6C54F99B3908C6867498A09D6CDC37BC926DC

/01 Outline Review and Logistical Things/
001 Introduction Outline and Review.mp4	4.7 MB
002 Where to get the code data for this course.mp4	3.3 MB
003 How to Succeed in this Course.mp4	10.0 MB
/02 Word Embeddings and Word2Vec/
004 Alternative to Wikipedia Data Brown Corpus.mp4	13.1 MB
005 What is a word embedding.mp4	18.9 MB
006 Using pre-trained word embeddings.mp4	4.3 MB
007 Word analogies using word embeddings.mp4	6.9 MB
008 TF-IDF and t-SNE experiment.mp4	28.0 MB
009 Word2Vec introduction.mp4	9.2 MB
010 CBOW.mp4	4.4 MB
011 Skip-Gram.mp4	6.6 MB
012 Negative Sampling.mp4	14.2 MB
013 Why do I have 2 word embedding matrices and what do I do with them.mp4	2.7 MB
014 Word2Vec in Code with Numpy part 1.mp4	56.3 MB
015 Word2Vec in Code with Numpy part 2.mp4	6.3 MB
016 Converting a sequence of word indexes to a sequence of word vectors.mp4	5.7 MB
017 How to update only part of a Theano shared variable.mp4	9.6 MB
018 Word2Vec in Code with Theano.mp4	32.6 MB
/03 Word Embeddings using GLoVe/
019 Recommender systems and matrix factorization tutorial.mp4	19.9 MB
020 GLoVe - Global Vectors for Word Representation.mp4	7.4 MB
021 GLoVe in Code - Numpy Gradient Descent.mp4	43.9 MB
022 GLoVe in Code - Theano Gradient Descent.mp4	13.2 MB
023 GLoVe in Code - Alternating Least Squares.mp4	12.2 MB
024 Visualizing country analogies with t-SNE.mp4	9.6 MB
025 Hyperparameter Challenge.mp4	4.2 MB
/04 Using Neural Networks to Solve NLP Problems/
026 Parts-of-Speech POS Tagging.mp4	8.9 MB
027 Parts-of-Speech Tagging Baseline.mp4	41.8 MB
028 Parts-of-Speech Tagging Recurrent Neural Network.mp4	36.5 MB
029 Parts-of-Speech Tagging Hidden Markov Model HMM.mp4	15.1 MB
030 Named Entity Recognition NER.mp4	5.2 MB
031 Named Entity Recognition Baseline.mp4	15.6 MB
032 Named Entity Recognition RNN.mp4	5.7 MB
033 Hyperparameter Challenge II.mp4	4.0 MB
/05 Recursive Neural Networks Tree Neural Networks/
034 Data Description for Recursive Neural Networks.mp4	12.1 MB
035 What are Recursive Neural Networks Tree Neural Networks TNNs.mp4	10.0 MB
036 Building a TNN with Recursion.mp4	8.5 MB
037 Trees to Sequences.mp4	11.7 MB
038 Recursive Neural Network in Theano.mp4	55.1 MB
039 Recursive Neural Tensor Networks.mp4	11.6 MB
040 Recursive Neural Network in TensorFlow with Recursion.mp4	13.4 MB
/06 Appendix/
041 How to install wp2txt or WikiExtractor.py.mp4	4.0 MB
042 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4	46.0 MB
043 How to Code by Yourself part 1.mp4	25.7 MB
044 How to Code by Yourself part 2.mp4	15.5 MB
045 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 47