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

• [FreeCourseLab.com] Udemy - Natural Language Processing with Deep Learning in Python
• 1. Outline, Review, and Logistical Things/1. Introduction, Outline, and Review.mp4 37.1 MB
• 1. Outline, Review, and Logistical Things/1. Introduction, Outline, and Review.vtt 7.7 KB
• 1. Outline, Review, and Logistical Things/2. Where to get the code data for this course.mp4 6.5 MB
• 1. Outline, Review, and Logistical Things/2. Where to get the code data for this course.vtt 6.5 MB
• 1. Outline, Review, and Logistical Things/3. How to Succeed in this Course.mp4 3.3 MB
• 1. Outline, Review, and Logistical Things/3. How to Succeed in this Course.vtt 3.5 KB
• 1. Outline, Review, and Logistical Things/4. Tensorflow or Theano - Your Choice!.mp4 18.6 MB
• 1. Outline, Review, and Logistical Things/4. Tensorflow or Theano - Your Choice!.vtt 4.8 KB
• 10. Legacy Word2vec Lectures/1. (Legacy) What is a word embedding.mp4 18 MB
• 10. Legacy Word2vec Lectures/1. (Legacy) What is a word embedding.vtt 12.4 KB
• 10. Legacy Word2vec Lectures/2. (Legacy) Using pre-trained word embeddings.mp4 4.1 MB
• 10. Legacy Word2vec Lectures/2. (Legacy) Using pre-trained word embeddings.vtt 2.9 KB
• 10. Legacy Word2vec Lectures/3. (Legacy) Word analogies using word embeddings.mp4 6.6 MB
• 10. Legacy Word2vec Lectures/3. (Legacy) Word analogies using word embeddings.vtt 4.9 KB
• 10. Legacy Word2vec Lectures/4. (Legacy) TF-IDF and t-SNE experiment.mp4 26.8 MB
• 10. Legacy Word2vec Lectures/4. (Legacy) TF-IDF and t-SNE experiment.vtt 11.5 KB
• 10. Legacy Word2vec Lectures/5. (Legacy) Word2Vec introduction.mp4 8.8 MB
• 10. Legacy Word2vec Lectures/5. (Legacy) Word2Vec introduction.vtt 6.1 KB
• 11. Appendix/1. What is the Appendix.mp4 5.5 MB
• 11. Appendix/1. What is the Appendix.vtt 3.3 KB
• 11. Appendix/10. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 4 MB
• 11. Appendix/10. BONUS Where to get Udemy coupons and FREE deep learning material.vtt 3 KB
• 11. Appendix/11. Python 2 vs Python 3.mp4 7.8 MB
• 11. Appendix/11. Python 2 vs Python 3.vtt 5.4 KB
• 11. Appendix/12. Is Theano Dead.mp4 17.8 MB
• 11. Appendix/12. Is Theano Dead.vtt 17.8 MB
• 11. Appendix/13. What order should I take your courses in (part 1).mp4 29.3 MB
• 11. Appendix/13. What order should I take your courses in (part 1).vtt 14.1 KB
• 11. Appendix/14. What order should I take your courses in (part 2).mp4 37.6 MB
• 11. Appendix/14. What order should I take your courses in (part 2).vtt 20.2 KB
• 11. Appendix/2. How to install wp2txt or WikiExtractor.py.mp4 3.8 MB
• 11. Appendix/2. How to install wp2txt or WikiExtractor.py.vtt 2.9 KB
• 11. Appendix/3. Windows-Focused Environment Setup 2018.mp4 186.4 MB
• 11. Appendix/3. Windows-Focused Environment Setup 2018.vtt 17.4 KB
• 11. Appendix/4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 43.9 MB
• 11. Appendix/4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt 12.4 KB
• 11. Appendix/5. How to Code by Yourself (part 1).mp4 24.5 MB
• 11. Appendix/5. How to Code by Yourself (part 1).vtt 19.8 KB
• 11. Appendix/6. How to Code by Yourself (part 2).mp4 14.8 MB
• 11. Appendix/6. How to Code by Yourself (part 2).vtt 11.6 KB
• 11. Appendix/7. How to Succeed in this Course (Long Version).mp4 13 MB
• 11. Appendix/7. How to Succeed in this Course (Long Version).vtt 12.9 KB
• 11. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 39 MB
• 11. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt 27.8 KB
• 11. Appendix/9. Proof that using Jupyter Notebook is the same as not using it.mp4 78.3 MB
• 11. Appendix/9. Proof that using Jupyter Notebook is the same as not using it.vtt 12.2 KB
• 2. Beginner's Corner Working with Word Vectors/1. What are vectors.mp4 35.3 MB
• 2. Beginner's Corner Working with Word Vectors/1. What are vectors.vtt 9.1 KB
• 2. Beginner's Corner Working with Word Vectors/2. What is a word analogy.mp4 31.2 MB
• 2. Beginner's Corner Working with Word Vectors/2. What is a word analogy.vtt 9 KB
• 2. Beginner's Corner Working with Word Vectors/3. Trying to find and assess word vectors using TF-IDF and t-SNE.mp4 32.1 MB
• 2. Beginner's Corner Working with Word Vectors/3. Trying to find and assess word vectors using TF-IDF and t-SNE.vtt 7.3 KB
• 2. Beginner's Corner Working with Word Vectors/4. Pretrained word vectors from GloVe.mp4 97.5 MB
• 2. Beginner's Corner Working with Word Vectors/4. Pretrained word vectors from GloVe.vtt 12.3 KB
• 2. Beginner's Corner Working with Word Vectors/5. Pretrained word vectors from word2vec.mp4 63.2 MB
• 2. Beginner's Corner Working with Word Vectors/5. Pretrained word vectors from word2vec.vtt 63.3 MB
• 2. Beginner's Corner Working with Word Vectors/6. Text Classification with word vectors.mp4 20.6 MB
• 2. Beginner's Corner Working with Word Vectors/6. Text Classification with word vectors.vtt 4.8 KB
• 2. Beginner's Corner Working with Word Vectors/7. Text Classification in Code.mp4 54.6 MB
• 2. Beginner's Corner Working with Word Vectors/7. Text Classification in Code.vtt 6.4 KB
• 2. Beginner's Corner Working with Word Vectors/8. Using pretrained vectors later in the course.mp4 13.9 MB
• 2. Beginner's Corner Working with Word Vectors/8. Using pretrained vectors later in the course.vtt 3.8 KB
• 3. Review of Language Modeling and Neural Networks/1. Review Section Intro.mp4 5.5 MB
• 3. Review of Language Modeling and Neural Networks/1. Review Section Intro.vtt 3.8 KB
• 3. Review of Language Modeling and Neural Networks/10. Review Section Summary.mp4 3 MB
• 3. Review of Language Modeling and Neural Networks/10. Review Section Summary.vtt 3.8 KB
• 3. Review of Language Modeling and Neural Networks/2. Bigrams and Language Models.mp4 12.2 MB
• 3. Review of Language Modeling and Neural Networks/2. Bigrams and Language Models.vtt 15.1 KB
• 3. Review of Language Modeling and Neural Networks/3. Bigrams in Code.mp4 17.9 MB
• 3. Review of Language Modeling and Neural Networks/3. Bigrams in Code.vtt 15.1 KB
• 3. Review of Language Modeling and Neural Networks/4. Neural Bigram Model.mp4 39.7 MB
• 3. Review of Language Modeling and Neural Networks/4. Neural Bigram Model.vtt 8.5 KB
• 3. Review of Language Modeling and Neural Networks/5. Neural Bigram Model in Code.mp4 8.3 MB
• 3. Review of Language Modeling and Neural Networks/5. Neural Bigram Model in Code.vtt 6.9 KB
• 3. Review of Language Modeling and Neural Networks/6. Neural Network Bigram Model.mp4 8 MB
• 3. Review of Language Modeling and Neural Networks/6. Neural Network Bigram Model.vtt 9.9 KB
• 3. Review of Language Modeling and Neural Networks/7. Neural Network Bigram Model in Code.mp4 5.2 MB
• 3. Review of Language Modeling and Neural Networks/7. Neural Network Bigram Model in Code.vtt 3.5 KB
• 3. Review of Language Modeling and Neural Networks/8. Improving Efficiency.mp4 11.9 MB
• 3. Review of Language Modeling and Neural Networks/8. Improving Efficiency.vtt 15.3 KB
• 3. Review of Language Modeling and Neural Networks/9. Improving Efficiency in Code.mp4 6.8 MB
• 3. Review of Language Modeling and Neural Networks/9. Improving Efficiency in Code.vtt 5 KB
• 4. Word Embeddings and Word2Vec/1. Return of the Bigram.mp4 11.5 MB
• 4. Word Embeddings and Word2Vec/1. Return of the Bigram.vtt 3.3 KB
• 4. Word Embeddings and Word2Vec/10. Word2Vec in Code with Numpy.mp4 108.2 MB
• 4. Word Embeddings and Word2Vec/10. Word2Vec in Code with Numpy.vtt 10.3 KB
• 4. Word Embeddings and Word2Vec/11. Word2Vec Tensorflow Implementation Details.mp4 12.8 MB
• 4. Word Embeddings and Word2Vec/11. Word2Vec Tensorflow Implementation Details.vtt 12.8 MB
• 4. Word Embeddings and Word2Vec/12. Word2Vec Tensorflow in Code.mp4 44.2 MB
• 4. Word Embeddings and Word2Vec/12. Word2Vec Tensorflow in Code.vtt 3.2 KB
• 4. Word Embeddings and Word2Vec/13. How to update only part of a Theano shared variable.mp4 9.2 MB
• 4. Word Embeddings and Word2Vec/13. How to update only part of a Theano shared variable.vtt 6.9 KB
• 4. Word Embeddings and Word2Vec/14. Word2Vec in Code with Theano.mp4 31.1 MB
• 4. Word Embeddings and Word2Vec/14. Word2Vec in Code with Theano.vtt 6.4 KB
• 4. Word Embeddings and Word2Vec/15. Alternative to Wikipedia Data Brown Corpus.mp4 12.5 MB
• 4. Word Embeddings and Word2Vec/15. Alternative to Wikipedia Data Brown Corpus.vtt 7 KB
• 4. Word Embeddings and Word2Vec/2. CBOW.mp4 36.5 MB
• 4. Word Embeddings and Word2Vec/2. CBOW.vtt 9 KB
• 4. Word Embeddings and Word2Vec/3. Skip-Gram.mp4 16.1 MB

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