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[FreeTutorials.Us] natural-language-processing-with-deep-learning-in-python

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2019-07-10

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FreeTutorials Us natural language processing with deep learning in python

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File Name

Size

01 Outline Review and Logistical Things/001 Introduction Outline and Review.mp4

4.48MB

01 Outline Review and Logistical Things/002 Where to get the code data for this course.mp4

3.13MB

01 Outline Review and Logistical Things/003 How to Succeed in this Course.mp4

9.52MB

02 Word Embeddings and Word2Vec/004 Alternative to Wikipedia Data Brown Corpus.mp4

12.49MB

02 Word Embeddings and Word2Vec/005 What is a word embedding.mp4

18MB

02 Word Embeddings and Word2Vec/006 Using pre-trained word embeddings.mp4

4.05MB

02 Word Embeddings and Word2Vec/007 Word analogies using word embeddings.mp4

6.61MB

02 Word Embeddings and Word2Vec/008 TF-IDF and t-SNE experiment.mp4

26.75MB

02 Word Embeddings and Word2Vec/009 Word2Vec introduction.mp4

8.82MB

02 Word Embeddings and Word2Vec/010 CBOW.mp4

4.22MB

02 Word Embeddings and Word2Vec/011 Skip-Gram.mp4

6.28MB

02 Word Embeddings and Word2Vec/012 Negative Sampling.mp4

13.54MB

02 Word Embeddings and Word2Vec/013 Why do I have 2 word embedding matrices and what do I do with them.mp4

2.55MB

02 Word Embeddings and Word2Vec/014 Word2Vec in Code with Numpy part 1.mp4

53.71MB

02 Word Embeddings and Word2Vec/015 Word2Vec in Code with Numpy part 2.mp4

5.97MB

02 Word Embeddings and Word2Vec/016 Converting a sequence of word indexes to a sequence of word vectors.mp4

5.45MB

02 Word Embeddings and Word2Vec/017 How to update only part of a Theano shared variable.mp4

9.18MB

02 Word Embeddings and Word2Vec/018 Word2Vec in Code with Theano.mp4

31.05MB

03 Word Embeddings using GLoVe/019 Recommender systems and matrix factorization tutorial.mp4

18.94MB

03 Word Embeddings using GLoVe/020 GLoVe - Global Vectors for Word Representation.mp4

7.06MB

03 Word Embeddings using GLoVe/021 GLoVe in Code - Numpy Gradient Descent.mp4

41.85MB

03 Word Embeddings using GLoVe/022 GLoVe in Code - Theano Gradient Descent.mp4

12.57MB

03 Word Embeddings using GLoVe/023 GLoVe in Code - Alternating Least Squares.mp4

11.65MB

03 Word Embeddings using GLoVe/024 Visualizing country analogies with t-SNE.mp4

9.18MB

03 Word Embeddings using GLoVe/025 Hyperparameter Challenge.mp4

4.04MB

04 Using Neural Networks to Solve NLP Problems/026 Parts-of-Speech POS Tagging.mp4

8.51MB

04 Using Neural Networks to Solve NLP Problems/027 Parts-of-Speech Tagging Baseline.mp4

39.86MB

04 Using Neural Networks to Solve NLP Problems/028 Parts-of-Speech Tagging Recurrent Neural Network.mp4

34.81MB

04 Using Neural Networks to Solve NLP Problems/029 Parts-of-Speech Tagging Hidden Markov Model HMM.mp4

14.38MB

04 Using Neural Networks to Solve NLP Problems/030 Named Entity Recognition NER.mp4

4.95MB

04 Using Neural Networks to Solve NLP Problems/031 Named Entity Recognition Baseline.mp4

14.9MB

04 Using Neural Networks to Solve NLP Problems/032 Named Entity Recognition RNN.mp4

5.39MB

04 Using Neural Networks to Solve NLP Problems/033 Hyperparameter Challenge II.mp4

3.83MB

05 Recursive Neural Networks Tree Neural Networks/034 Data Description for Recursive Neural Networks.mp4

11.54MB

05 Recursive Neural Networks Tree Neural Networks/035 What are Recursive Neural Networks Tree Neural Networks TNNs.mp4

9.51MB

05 Recursive Neural Networks Tree Neural Networks/036 Building a TNN with Recursion.mp4

8.09MB

05 Recursive Neural Networks Tree Neural Networks/037 Trees to Sequences.mp4

11.16MB

05 Recursive Neural Networks Tree Neural Networks/038 Recursive Neural Network in Theano.mp4

52.51MB

05 Recursive Neural Networks Tree Neural Networks/039 Recursive Neural Tensor Networks.mp4

11.09MB

05 Recursive Neural Networks Tree Neural Networks/040 Recursive Neural Network in TensorFlow with Recursion.mp4

12.74MB

06 Appendix/041 How to install wp2txt or WikiExtractor.py.mp4

3.77MB

06 Appendix/042 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4

43.92MB

06 Appendix/043 How to Code by Yourself part 1.mp4

24.53MB

06 Appendix/044 How to Code by Yourself part 2.mp4

14.8MB

06 Appendix/045 BONUS Where to get Udemy coupons and FREE deep learning material.mp4

4.02MB

[FreeTutorials.Us].txt

75B

Freetutorials.Us.url

119B

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