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[FreeCourseLab.com] Udemy - Natural Language Processing with Deep Learning in Python

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FreeCourseLab com Udemy Natural Language Processing with Deep Learning in Python

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File Name

Size

1. Outline, Review, and Logistical Things/1. Introduction, Outline, and Review.mp4

37.13MB

1. Outline, Review, and Logistical Things/1. Introduction, Outline, and Review.vtt

7.69KB

1. Outline, Review, and Logistical Things/2. Where to get the code data for this course.mp4

6.5MB

1. Outline, Review, and Logistical Things/2. Where to get the code data for this course.vtt

6.51MB

1. Outline, Review, and Logistical Things/3. How to Succeed in this Course.mp4

3.3MB

1. Outline, Review, and Logistical Things/3. How to Succeed in this Course.vtt

3.49KB

1. Outline, Review, and Logistical Things/4. Tensorflow or Theano - Your Choice!.mp4

18.58MB

1. Outline, Review, and Logistical Things/4. Tensorflow or Theano - Your Choice!.vtt

4.75KB

10. Legacy Word2vec Lectures/1. (Legacy) What is a word embedding.mp4

18MB

10. Legacy Word2vec Lectures/1. (Legacy) What is a word embedding.vtt

12.41KB

10. Legacy Word2vec Lectures/2. (Legacy) Using pre-trained word embeddings.mp4

4.05MB

10. Legacy Word2vec Lectures/2. (Legacy) Using pre-trained word embeddings.vtt

2.86KB

10. Legacy Word2vec Lectures/3. (Legacy) Word analogies using word embeddings.mp4

6.61MB

10. Legacy Word2vec Lectures/3. (Legacy) Word analogies using word embeddings.vtt

4.89KB

10. Legacy Word2vec Lectures/4. (Legacy) TF-IDF and t-SNE experiment.mp4

26.76MB

10. Legacy Word2vec Lectures/4. (Legacy) TF-IDF and t-SNE experiment.vtt

11.5KB

10. Legacy Word2vec Lectures/5. (Legacy) Word2Vec introduction.mp4

8.82MB

10. Legacy Word2vec Lectures/5. (Legacy) Word2Vec introduction.vtt

6.13KB

11. Appendix/1. What is the Appendix.mp4

5.45MB

11. Appendix/1. What is the Appendix.vtt

3.28KB

11. Appendix/10. BONUS Where to get Udemy coupons and FREE deep learning material.mp4

4.02MB

11. Appendix/10. BONUS Where to get Udemy coupons and FREE deep learning material.vtt

2.99KB

11. Appendix/11. Python 2 vs Python 3.mp4

7.84MB

11. Appendix/11. Python 2 vs Python 3.vtt

5.35KB

11. Appendix/12. Is Theano Dead.mp4

17.81MB

11. Appendix/12. Is Theano Dead.vtt

17.83MB

11. Appendix/13. What order should I take your courses in (part 1).mp4

29.33MB

11. Appendix/13. What order should I take your courses in (part 1).vtt

14.09KB

11. Appendix/14. What order should I take your courses in (part 2).mp4

37.62MB

11. Appendix/14. What order should I take your courses in (part 2).vtt

20.24KB

11. Appendix/2. How to install wp2txt or WikiExtractor.py.mp4

3.77MB

11. Appendix/2. How to install wp2txt or WikiExtractor.py.vtt

2.87KB

11. Appendix/3. Windows-Focused Environment Setup 2018.mp4

186.39MB

11. Appendix/3. Windows-Focused Environment Setup 2018.vtt

17.39KB

11. Appendix/4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4

43.92MB

11. Appendix/4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt

12.4KB

11. Appendix/5. How to Code by Yourself (part 1).mp4

24.53MB

11. Appendix/5. How to Code by Yourself (part 1).vtt

19.78KB

11. Appendix/6. How to Code by Yourself (part 2).mp4

14.8MB

11. Appendix/6. How to Code by Yourself (part 2).vtt

11.62KB

11. Appendix/7. How to Succeed in this Course (Long Version).mp4

12.99MB

11. Appendix/7. How to Succeed in this Course (Long Version).vtt

12.86KB

11. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4

38.95MB

11. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt

27.77KB

11. Appendix/9. Proof that using Jupyter Notebook is the same as not using it.mp4

78.27MB

11. Appendix/9. Proof that using Jupyter Notebook is the same as not using it.vtt

12.22KB

2. Beginner's Corner Working with Word Vectors/1. What are vectors.mp4

35.35MB

2. Beginner's Corner Working with Word Vectors/1. What are vectors.vtt

9.08KB

2. Beginner's Corner Working with Word Vectors/2. What is a word analogy.mp4

31.21MB

2. Beginner's Corner Working with Word Vectors/2. What is a word analogy.vtt

8.99KB

2. Beginner's Corner Working with Word Vectors/3. Trying to find and assess word vectors using TF-IDF and t-SNE.mp4

32.14MB

2. Beginner's Corner Working with Word Vectors/3. Trying to find and assess word vectors using TF-IDF and t-SNE.vtt

7.34KB

2. Beginner's Corner Working with Word Vectors/4. Pretrained word vectors from GloVe.mp4

97.5MB

2. Beginner's Corner Working with Word Vectors/4. Pretrained word vectors from GloVe.vtt

12.29KB

2. Beginner's Corner Working with Word Vectors/5. Pretrained word vectors from word2vec.mp4

63.24MB

2. Beginner's Corner Working with Word Vectors/5. Pretrained word vectors from word2vec.vtt

63.25MB

2. Beginner's Corner Working with Word Vectors/6. Text Classification with word vectors.mp4

20.62MB

2. Beginner's Corner Working with Word Vectors/6. Text Classification with word vectors.vtt

4.8KB

2. Beginner's Corner Working with Word Vectors/7. Text Classification in Code.mp4

54.6MB

2. Beginner's Corner Working with Word Vectors/7. Text Classification in Code.vtt

6.41KB

2. Beginner's Corner Working with Word Vectors/8. Using pretrained vectors later in the course.mp4

13.87MB

2. Beginner's Corner Working with Word Vectors/8. Using pretrained vectors later in the course.vtt

3.81KB

3. Review of Language Modeling and Neural Networks/1. Review Section Intro.mp4

5.55MB

3. Review of Language Modeling and Neural Networks/1. Review Section Intro.vtt

3.77KB

3. Review of Language Modeling and Neural Networks/10. Review Section Summary.mp4

2.98MB

3. Review of Language Modeling and Neural Networks/10. Review Section Summary.vtt

3.83KB

3. Review of Language Modeling and Neural Networks/2. Bigrams and Language Models.mp4

12.24MB

3. Review of Language Modeling and Neural Networks/2. Bigrams and Language Models.vtt

15.07KB

3. Review of Language Modeling and Neural Networks/3. Bigrams in Code.mp4

17.89MB

3. Review of Language Modeling and Neural Networks/3. Bigrams in Code.vtt

15.13KB

3. Review of Language Modeling and Neural Networks/4. Neural Bigram Model.mp4

39.72MB

3. Review of Language Modeling and Neural Networks/4. Neural Bigram Model.vtt

8.54KB

3. Review of Language Modeling and Neural Networks/5. Neural Bigram Model in Code.mp4

8.3MB

3. Review of Language Modeling and Neural Networks/5. Neural Bigram Model in Code.vtt

6.88KB

3. Review of Language Modeling and Neural Networks/6. Neural Network Bigram Model.mp4

8.03MB

3. Review of Language Modeling and Neural Networks/6. Neural Network Bigram Model.vtt

9.94KB

3. Review of Language Modeling and Neural Networks/7. Neural Network Bigram Model in Code.mp4

5.17MB

3. Review of Language Modeling and Neural Networks/7. Neural Network Bigram Model in Code.vtt

3.52KB

3. Review of Language Modeling and Neural Networks/8. Improving Efficiency.mp4

11.92MB

3. Review of Language Modeling and Neural Networks/8. Improving Efficiency.vtt

15.3KB

3. Review of Language Modeling and Neural Networks/9. Improving Efficiency in Code.mp4

6.75MB

3. Review of Language Modeling and Neural Networks/9. Improving Efficiency in Code.vtt

5.03KB

4. Word Embeddings and Word2Vec/1. Return of the Bigram.mp4

11.5MB

4. Word Embeddings and Word2Vec/1. Return of the Bigram.vtt

3.33KB

4. Word Embeddings and Word2Vec/10. Word2Vec in Code with Numpy.mp4

108.24MB

4. Word Embeddings and Word2Vec/10. Word2Vec in Code with Numpy.vtt

10.26KB

4. Word Embeddings and Word2Vec/11. Word2Vec Tensorflow Implementation Details.mp4

12.83MB

4. Word Embeddings and Word2Vec/11. Word2Vec Tensorflow Implementation Details.vtt

12.84MB

4. Word Embeddings and Word2Vec/12. Word2Vec Tensorflow in Code.mp4

44.15MB

4. Word Embeddings and Word2Vec/12. Word2Vec Tensorflow in Code.vtt

3.2KB

4. Word Embeddings and Word2Vec/13. How to update only part of a Theano shared variable.mp4

9.19MB

4. Word Embeddings and Word2Vec/13. How to update only part of a Theano shared variable.vtt

6.92KB

4. Word Embeddings and Word2Vec/14. Word2Vec in Code with Theano.mp4

31.05MB

4. Word Embeddings and Word2Vec/14. Word2Vec in Code with Theano.vtt

6.42KB

4. Word Embeddings and Word2Vec/15. Alternative to Wikipedia Data Brown Corpus.mp4

12.49MB

4. Word Embeddings and Word2Vec/15. Alternative to Wikipedia Data Brown Corpus.vtt

7.01KB

4. Word Embeddings and Word2Vec/2. CBOW.mp4

36.5MB

4. Word Embeddings and Word2Vec/2. CBOW.vtt

9KB

4. Word Embeddings and Word2Vec/3. Skip-Gram.mp4

16.06MB

4. Word Embeddings and Word2Vec/3. Skip-Gram.vtt

4.52KB

4. Word Embeddings and Word2Vec/4. Hierarchical Softmax.mp4

31.24MB

4. Word Embeddings and Word2Vec/4. Hierarchical Softmax.vtt

53.88MB

4. Word Embeddings and Word2Vec/5. Negative Sampling.mp4

59.18MB

4. Word Embeddings and Word2Vec/5. Negative Sampling.vtt

15.76KB

4. Word Embeddings and Word2Vec/6. Negative Sampling - Important Details.mp4

18.67MB

4. Word Embeddings and Word2Vec/6. Negative Sampling - Important Details.vtt

5.86KB

4. Word Embeddings and Word2Vec/7. Why do I have 2 word embedding matrices and what do I do with them.mp4

5.5MB

4. Word Embeddings and Word2Vec/7. Why do I have 2 word embedding matrices and what do I do with them.vtt

2.56KB

4. Word Embeddings and Word2Vec/8. Word2Vec implementation tricks.mp4

15.67MB

4. Word Embeddings and Word2Vec/8. Word2Vec implementation tricks.vtt

5.4KB

4. Word Embeddings and Word2Vec/9. Word2Vec implementation outline.mp4

14.46MB

4. Word Embeddings and Word2Vec/9. Word2Vec implementation outline.vtt

34.92MB

5. Word Embeddings using GloVe/1. GloVe Section Introduction.mp4

17.24MB

5. Word Embeddings using GloVe/1. GloVe Section Introduction.vtt

2.57KB

5. Word Embeddings using GloVe/10. GloVe in Code - Theano Gradient Descent.mp4

44.03MB

5. Word Embeddings using GloVe/10. GloVe in Code - Theano Gradient Descent.vtt

2.34KB

5. Word Embeddings using GloVe/11. GloVe in Tensorflow with Gradient Descent.mp4

74.91MB

5. Word Embeddings using GloVe/11. GloVe in Tensorflow with Gradient Descent.vtt

6.88KB

5. Word Embeddings using GloVe/12. Visualizing country analogies with t-SNE.mp4

9.18MB

5. Word Embeddings using GloVe/12. Visualizing country analogies with t-SNE.vtt

3.24KB

5. Word Embeddings using GloVe/13. Hyperparameter Challenge.mp4

4.04MB

5. Word Embeddings using GloVe/13. Hyperparameter Challenge.vtt

2.9KB

5. Word Embeddings using GloVe/14. Training GloVe with SVD (Singular Value Decomposition).mp4

51.98MB

5. Word Embeddings using GloVe/14. Training GloVe with SVD (Singular Value Decomposition).vtt

10.89KB

5. Word Embeddings using GloVe/2. Matrix Factorization for Recommender Systems - Basic Concepts.mp4

90.16MB

5. Word Embeddings using GloVe/2. Matrix Factorization for Recommender Systems - Basic Concepts.vtt

23.44KB

5. Word Embeddings using GloVe/3. Matrix Factorization Training.mp4

28.75MB

5. Word Embeddings using GloVe/3. Matrix Factorization Training.vtt

8.78KB

5. Word Embeddings using GloVe/4. Expanding the Matrix Factorization Model.mp4

40.94MB

5. Word Embeddings using GloVe/4. Expanding the Matrix Factorization Model.vtt

10.28KB

5. Word Embeddings using GloVe/5. Regularization for Matrix Factorization.mp4

22.3MB

5. Word Embeddings using GloVe/5. Regularization for Matrix Factorization.vtt

6.5KB

5. Word Embeddings using GloVe/6. GloVe - Global Vectors for Word Representation.mp4

7.06MB

5. Word Embeddings using GloVe/6. GloVe - Global Vectors for Word Representation.vtt

5.09KB

5. Word Embeddings using GloVe/7. Recap of ways to train GloVe.mp4

15.99MB

5. Word Embeddings using GloVe/7. Recap of ways to train GloVe.vtt

2.85KB

5. Word Embeddings using GloVe/8. GloVe in Code - Numpy Gradient Descent.mp4

41.85MB

5. Word Embeddings using GloVe/8. GloVe in Code - Numpy Gradient Descent.vtt

12.93KB

5. Word Embeddings using GloVe/9. GloVe in Code - Alternating Least Squares.mp4

11.65MB

5. Word Embeddings using GloVe/9. GloVe in Code - Alternating Least Squares.vtt

2.66KB

6. Unifying Word2Vec and GloVe/1. Pointwise Mutual Information - Word2Vec as Matrix Factorization.mp4

53.27MB

6. Unifying Word2Vec and GloVe/1. Pointwise Mutual Information - Word2Vec as Matrix Factorization.vtt

53.27MB

6. Unifying Word2Vec and GloVe/2. PMI in Code.mp4

73.12MB

6. Unifying Word2Vec and GloVe/2. PMI in Code.vtt

7.37KB

7. Using Neural Networks to Solve NLP Problems/1. Parts-of-Speech (POS) Tagging.mp4

7.75MB

7. Using Neural Networks to Solve NLP Problems/1. Parts-of-Speech (POS) Tagging.vtt

5.95KB

7. Using Neural Networks to Solve NLP Problems/10. Named Entity Recognition Baseline.mp4

14.91MB

7. Using Neural Networks to Solve NLP Problems/10. Named Entity Recognition Baseline.vtt

3.89KB

7. Using Neural Networks to Solve NLP Problems/11. Named Entity Recognition RNN in Theano.mp4

5.39MB

7. Using Neural Networks to Solve NLP Problems/11. Named Entity Recognition RNN in Theano.vtt

1.47KB

7. Using Neural Networks to Solve NLP Problems/12. Named Entity Recognition RNN in Tensorflow.mp4

28.54MB

7. Using Neural Networks to Solve NLP Problems/12. Named Entity Recognition RNN in Tensorflow.vtt

2.12KB

7. Using Neural Networks to Solve NLP Problems/13. Hyperparameter Challenge II.mp4

3.83MB

7. Using Neural Networks to Solve NLP Problems/13. Hyperparameter Challenge II.vtt

2.83KB

7. Using Neural Networks to Solve NLP Problems/2. How can neural networks be used to solve POS tagging.mp4

16.88MB

7. Using Neural Networks to Solve NLP Problems/2. How can neural networks be used to solve POS tagging.vtt

4.83KB

7. Using Neural Networks to Solve NLP Problems/3. Parts-of-Speech Tagging Baseline.mp4

39.87MB

7. Using Neural Networks to Solve NLP Problems/3. Parts-of-Speech Tagging Baseline.vtt

10.75KB

7. Using Neural Networks to Solve NLP Problems/4. Parts-of-Speech Tagging Recurrent Neural Network in Theano.mp4

34.81MB

7. Using Neural Networks to Solve NLP Problems/4. Parts-of-Speech Tagging Recurrent Neural Network in Theano.vtt

8.04KB

7. Using Neural Networks to Solve NLP Problems/5. Parts-of-Speech Tagging Recurrent Neural Network in Tensorflow.mp4

129.45MB

7. Using Neural Networks to Solve NLP Problems/5. Parts-of-Speech Tagging Recurrent Neural Network in Tensorflow.vtt

14.14KB

7. Using Neural Networks to Solve NLP Problems/6. How does an HMM solve POS tagging.mp4

45.24MB

7. Using Neural Networks to Solve NLP Problems/6. How does an HMM solve POS tagging.vtt

9.56KB

7. Using Neural Networks to Solve NLP Problems/7. Parts-of-Speech Tagging Hidden Markov Model (HMM).mp4

14.39MB

7. Using Neural Networks to Solve NLP Problems/7. Parts-of-Speech Tagging Hidden Markov Model (HMM).vtt

4.56KB

7. Using Neural Networks to Solve NLP Problems/8. Named Entity Recognition (NER).mp4

4.96MB

7. Using Neural Networks to Solve NLP Problems/8. Named Entity Recognition (NER).vtt

3.82KB

7. Using Neural Networks to Solve NLP Problems/9. Comparing NER and POS tagging.mp4

14.31MB

7. Using Neural Networks to Solve NLP Problems/9. Comparing NER and POS tagging.vtt

2.3KB

8. Recursive Neural Networks (Tree Neural Networks)/1. Recursive Neural Networks Section Introduction.mp4

37.4MB

8. Recursive Neural Networks (Tree Neural Networks)/1. Recursive Neural Networks Section Introduction.vtt

8.4KB

8. Recursive Neural Networks (Tree Neural Networks)/10. RNTN in Tensorflow (Code).mp4

133.43MB

8. Recursive Neural Networks (Tree Neural Networks)/10. RNTN in Tensorflow (Code).vtt

133.43MB

8. Recursive Neural Networks (Tree Neural Networks)/11. Recursive Neural Network in TensorFlow with Recursion.mp4

12.74MB

8. Recursive Neural Networks (Tree Neural Networks)/11. Recursive Neural Network in TensorFlow with Recursion.vtt

4.78KB

8. Recursive Neural Networks (Tree Neural Networks)/2. Sentences as Trees.mp4

24.2MB

8. Recursive Neural Networks (Tree Neural Networks)/2. Sentences as Trees.vtt

6.21KB

8. Recursive Neural Networks (Tree Neural Networks)/3. Data Description for Recursive Neural Networks.mp4

11.54MB

8. Recursive Neural Networks (Tree Neural Networks)/3. Data Description for Recursive Neural Networks.vtt

8.89KB

8. Recursive Neural Networks (Tree Neural Networks)/4. What are Recursive Neural Networks Tree Neural Networks (TNNs).mp4

9.52MB

8. Recursive Neural Networks (Tree Neural Networks)/4. What are Recursive Neural Networks Tree Neural Networks (TNNs).vtt

7.06KB

8. Recursive Neural Networks (Tree Neural Networks)/5. Building a TNN with Recursion.mp4

8.1MB

8. Recursive Neural Networks (Tree Neural Networks)/5. Building a TNN with Recursion.vtt

5.97KB

8. Recursive Neural Networks (Tree Neural Networks)/6. Trees to Sequences.mp4

11.17MB

8. Recursive Neural Networks (Tree Neural Networks)/6. Trees to Sequences.vtt

8.02KB

8. Recursive Neural Networks (Tree Neural Networks)/7. Recursive Neural Network in Theano.mp4

52.51MB

8. Recursive Neural Networks (Tree Neural Networks)/7. Recursive Neural Network in Theano.vtt

14.09KB

8. Recursive Neural Networks (Tree Neural Networks)/8. Recursive Neural Tensor Networks.mp4

11.1MB

8. Recursive Neural Networks (Tree Neural Networks)/8. Recursive Neural Tensor Networks.vtt

7.56KB

8. Recursive Neural Networks (Tree Neural Networks)/9. RNTN in Tensorflow (Tips).mp4

49.51MB

8. Recursive Neural Networks (Tree Neural Networks)/9. RNTN in Tensorflow (Tips).vtt

49.53MB

9. Theano and Tensorflow Basics Review/1. (Review) Theano Basics.mp4

93.45MB

9. Theano and Tensorflow Basics Review/1. (Review) Theano Basics.vtt

6.31KB

9. Theano and Tensorflow Basics Review/2. (Review) Theano Neural Network in Code.mp4

87.02MB

9. Theano and Tensorflow Basics Review/2. (Review) Theano Neural Network in Code.vtt

3.29KB

9. Theano and Tensorflow Basics Review/3. (Review) Tensorflow Basics.mp4

81.45MB

9. Theano and Tensorflow Basics Review/3. (Review) Tensorflow Basics.vtt

5.06KB

9. Theano and Tensorflow Basics Review/4. (Review) Tensorflow Neural Network in Code.mp4

97.37MB

9. Theano and Tensorflow Basics Review/4. (Review) Tensorflow Neural Network in Code.vtt

4.78KB

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[FreeCourseLab.com] Udemy - Natural Language Processing with Deep Learning in Python

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Latest Search: 1.人妻禮子 2.SIVR-033 3.prtd004 4.MIDD-803 5.Beyond Goodbye