Filename | Size |
| 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 |