FreeTutorials Us natural language processing with deep learning in python
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| Torrent Hash : | 70C6C54F99B3908C6867498A09D6CDC37BC926DC |
| Torrent Added : | 1 Year+ in Other - Other |
| Torrent Size : | 665.41 MB |
FreeTutorials Us natural language processing with deep learning in python
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Torrent File Content (47 files)
[FreeTutorials.Us] natural-language-processing-with-deep-learning-in-python
01 Outline Review and Logistical Things
001 Introduction Outline and Review.mp4 -
01 Outline Review and Logistical Things
001 Introduction Outline and Review.mp4 -
4.48 MB
002 Where to get the code data for this course.mp4 -
3.13 MB
003 How to Succeed in this Course.mp4 -
9.52 MB
02 Word Embeddings and Word2Vec
004 Alternative to Wikipedia Data Brown Corpus.mp4 -
004 Alternative to Wikipedia Data Brown Corpus.mp4 -
12.49 MB
005 What is a word embedding.mp4 -
18 MB
006 Using pre-trained word embeddings.mp4 -
4.05 MB
007 Word analogies using word embeddings.mp4 -
6.61 MB
008 TF-IDF and t-SNE experiment.mp4 -
26.75 MB
009 Word2Vec introduction.mp4 -
8.82 MB
010 CBOW.mp4 -
4.22 MB
011 Skip-Gram.mp4 -
6.28 MB
012 Negative Sampling.mp4 -
13.54 MB
013 Why do I have 2 word embedding matrices and what do I do with them.mp4 -
2.55 MB
014 Word2Vec in Code with Numpy part 1.mp4 -
53.71 MB
015 Word2Vec in Code with Numpy part 2.mp4 -
5.97 MB
016 Converting a sequence of word indexes to a sequence of word vectors.mp4 -
5.45 MB
017 How to update only part of a Theano shared variable.mp4 -
9.18 MB
018 Word2Vec in Code with Theano.mp4 -
31.05 MB
03 Word Embeddings using GLoVe
019 Recommender systems and matrix factorization tutorial.mp4 -
019 Recommender systems and matrix factorization tutorial.mp4 -
18.94 MB
020 GLoVe - Global Vectors for Word Representation.mp4 -
7.06 MB
021 GLoVe in Code - Numpy Gradient Descent.mp4 -
41.85 MB
022 GLoVe in Code - Theano Gradient Descent.mp4 -
12.57 MB
023 GLoVe in Code - Alternating Least Squares.mp4 -
11.65 MB
024 Visualizing country analogies with t-SNE.mp4 -
9.18 MB
025 Hyperparameter Challenge.mp4 -
4.04 MB
04 Using Neural Networks to Solve NLP Problems
026 Parts-of-Speech POS Tagging.mp4 -
026 Parts-of-Speech POS Tagging.mp4 -
8.51 MB
027 Parts-of-Speech Tagging Baseline.mp4 -
39.86 MB
028 Parts-of-Speech Tagging Recurrent Neural Network.mp4 -
34.81 MB
029 Parts-of-Speech Tagging Hidden Markov Model HMM.mp4 -
14.38 MB
030 Named Entity Recognition NER.mp4 -
4.95 MB
031 Named Entity Recognition Baseline.mp4 -
14.9 MB
032 Named Entity Recognition RNN.mp4 -
5.39 MB
033 Hyperparameter Challenge II.mp4 -
3.83 MB
05 Recursive Neural Networks Tree Neural Networks
034 Data Description for Recursive Neural Networks.mp4 -
034 Data Description for Recursive Neural Networks.mp4 -
11.54 MB
035 What are Recursive Neural Networks Tree Neural Networks TNNs.mp4 -
9.51 MB
036 Building a TNN with Recursion.mp4 -
8.09 MB
037 Trees to Sequences.mp4 -
11.16 MB
038 Recursive Neural Network in Theano.mp4 -
52.51 MB
039 Recursive Neural Tensor Networks.mp4 -
11.09 MB
040 Recursive Neural Network in TensorFlow with Recursion.mp4 -
12.74 MB
06 Appendix
041 How to install wp2txt or WikiExtractor.py.mp4 -
041 How to install wp2txt or WikiExtractor.py.mp4 -
3.77 MB
042 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 -
43.92 MB
043 How to Code by Yourself part 1.mp4 -
24.53 MB
044 How to Code by Yourself part 2.mp4 -
14.8 MB
045 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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