Filename | Size |
| 1. Natural Language Processing - What is it used for/1. Introduction and Outline.mp4 | 2.5 MB |
| 1. Natural Language Processing - What is it used for/1. Introduction and Outline.vtt | 7.5 KB |
| 1. Natural Language Processing - What is it used for/2. NLP Applications.mp4 | 5.7 MB |
| 1. Natural Language Processing - What is it used for/2. NLP Applications.vtt | 14.1 KB |
| 1. Natural Language Processing - What is it used for/3. Why is NLP hard.mp4 | 7.1 MB |
| 1. Natural Language Processing - What is it used for/3. Why is NLP hard.vtt | 8.3 KB |
| 1. Natural Language Processing - What is it used for/4. The Central Message of this Course.mp4 | 3.2 MB |
| 1. Natural Language Processing - What is it used for/4. The Central Message of this Course.vtt | 6.4 KB |
| 10. Appendix/1. What is the Appendix.mp4 | 5.5 MB |
| 10. Appendix/1. What is the Appendix.vtt | 6 KB |
| 10. Appendix/10. What order should I take your courses in (part 1).mp4 | 29.3 MB |
| 10. Appendix/10. What order should I take your courses in (part 1).vtt | 28 KB |
| 10. Appendix/11. What order should I take your courses in (part 2).mp4 | 37.6 MB |
| 10. Appendix/11. What order should I take your courses in (part 2).vtt | 41.7 KB |
| 10. Appendix/2. Windows-Focused Environment Setup 2018.mp4 | 186.5 MB |
| 10. Appendix/2. Windows-Focused Environment Setup 2018.vtt | 33.7 KB |
| 10. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 | 43.9 MB |
| 10. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt | 14.6 KB |
| 10. Appendix/4. How to Code by Yourself (part 1).mp4 | 24.5 MB |
| 10. Appendix/4. How to Code by Yourself (part 1).vtt | 38.9 KB |
| 10. Appendix/5. How to Code by Yourself (part 2).mp4 | 14.8 MB |
| 10. Appendix/5. How to Code by Yourself (part 2).vtt | 22.9 KB |
| 10. Appendix/6. How to Succeed in this Course (Long Version).mp4 | 13 MB |
| 10. Appendix/6. How to Succeed in this Course (Long Version).vtt | 24.5 KB |
| 10. Appendix/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 | 39 MB |
| 10. Appendix/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt | 54.7 KB |
| 10. Appendix/8. Proof that using Jupyter Notebook is the same as not using it.mp4 | 78.3 MB |
| 10. Appendix/8. Proof that using Jupyter Notebook is the same as not using it.vtt | 23.6 KB |
| 10. Appendix/9. Python 2 vs Python 3.mp4 | 7.8 MB |
| 10. Appendix/9. Python 2 vs Python 3.vtt | 10.4 KB |
| 2. Course Preparation/1. How to Succeed in this Course.mp4 | 3.3 MB |
| 2. Course Preparation/1. How to Succeed in this Course.vtt | 7.1 KB |
| 2. Course Preparation/2. Where to get the code and data.mp4 | 4.4 MB |
| 2. Course Preparation/2. Where to get the code and data.vtt | 5.6 KB |
| 2. Course Preparation/3. Do you need a review of machine learning.mp4 | 13.4 MB |
| 2. Course Preparation/3. Do you need a review of machine learning.vtt | 6.2 KB |
| 3. Build your own spam detector/1. Build your own spam detector - description of data.mp4 | 1.9 MB |
| 3. Build your own spam detector/1. Build your own spam detector - description of data.vtt | 4.6 KB |
| 3. Build your own spam detector/10. SMS Spam in Code.mp4 | 13.9 MB |
| 3. Build your own spam detector/10. SMS Spam in Code.vtt | 19.1 KB |
| 3. Build your own spam detector/2. Build your own spam detector using Naive Bayes and AdaBoost - the code.mp4 | 6.5 MB |
| 3. Build your own spam detector/2. Build your own spam detector using Naive Bayes and AdaBoost - the code.vtt | 10 KB |
| 3. Build your own spam detector/3. Key Takeaway from Spam Detection Exercise.mp4 | 30.6 MB |
| 3. Build your own spam detector/3. Key Takeaway from Spam Detection Exercise.vtt | 13.3 KB |
| 3. Build your own spam detector/4. Naive Bayes Concepts.mp4 | 39.7 MB |
| 3. Build your own spam detector/4. Naive Bayes Concepts.vtt | 20.5 KB |
| 3. Build your own spam detector/5. AdaBoost Concepts.mp4 | 26.8 MB |
| 3. Build your own spam detector/5. AdaBoost Concepts.vtt | 11 KB |
| 3. Build your own spam detector/6. Other types of features.mp4 | 1.4 MB |
| 3. Build your own spam detector/6. Other types of features.vtt | 3.2 KB |
| 3. Build your own spam detector/7. Spam Detection FAQ (Remedial #1).mp4 | 10.7 MB |
| 3. Build your own spam detector/7. Spam Detection FAQ (Remedial #1).vtt | 20.7 KB |
| 3. Build your own spam detector/8. What is a Vector (Remedial #2).mp4 | 9.1 MB |
| 3. Build your own spam detector/8. What is a Vector (Remedial #2).vtt | 13.7 KB |
| 3. Build your own spam detector/9. SMS Spam Example.mp4 | 5.7 MB |
| 3. Build your own spam detector/9. SMS Spam Example.vtt | 13.9 KB |
| 4. Build your own sentiment analyzer/1. Description of Sentiment Analyzer.mp4 | 5.1 MB |
| 4. Build your own sentiment analyzer/1. Description of Sentiment Analyzer.vtt | 7.2 KB |
| 4. Build your own sentiment analyzer/2. Logistic Regression Review.mp4 | 12.2 MB |
| 4. Build your own sentiment analyzer/2. Logistic Regression Review.vtt | 16.5 KB |
| 4. Build your own sentiment analyzer/3. Preprocessing Tokenization.mp4 | 7.7 MB |
| 4. Build your own sentiment analyzer/3. Preprocessing Tokenization.vtt | 10.1 KB |
| 4. Build your own sentiment analyzer/4. Preprocessing Tokens to Vectors.mp4 | 10.5 MB |
| 4. Build your own sentiment analyzer/4. Preprocessing Tokens to Vectors.vtt | 12.7 KB |
| 4. Build your own sentiment analyzer/5. Sentiment Analysis in Python using Logistic Regression.mp4 | 43.5 MB |
| 4. Build your own sentiment analyzer/5. Sentiment Analysis in Python using Logistic Regression.vtt | 14 KB |
| 4. Build your own sentiment analyzer/6. Sentiment Analysis Extension.mp4 | 5.2 MB |
| 4. Build your own sentiment analyzer/6. Sentiment Analysis Extension.vtt | 13.4 KB |
| 4. Build your own sentiment analyzer/7. How to Improve Sentiment Analysis & FAQ.mp4 | 77.7 MB |
| 4. Build your own sentiment analyzer/7. How to Improve Sentiment Analysis & FAQ.vtt | 28.6 KB |
| 5. NLTK Exploration/1. NLTK Exploration POS Tagging.mp4 | 2 MB |
| 5. NLTK Exploration/1. NLTK Exploration POS Tagging.vtt | 3.7 KB |
| 5. NLTK Exploration/2. NLTK Exploration Stemming and Lemmatization.mp4 | 3.7 MB |
| 5. NLTK Exploration/2. NLTK Exploration Stemming and Lemmatization.vtt | 2.7 KB |
| 5. NLTK Exploration/3. NLTK Exploration Named Entity Recognition.mp4 | 6.7 MB |
| 5. NLTK Exploration/3. NLTK Exploration Named Entity Recognition.vtt | 2 KB |
| 5. NLTK Exploration/4. Want more NLTK.mp4 | 8.4 MB |
| 5. NLTK Exploration/4. Want more NLTK.vtt | 4.1 KB |
| 6. Latent Semantic Analysis/1. Latent Semantic Analysis - What does it do.mp4 | 3.9 MB |
| 6. Latent Semantic Analysis/1. Latent Semantic Analysis - What does it do.vtt | 3.1 KB |
| 6. Latent Semantic Analysis/2. SVD - The underlying math behind LSA.mp4 | 78.2 MB |
| 6. Latent Semantic Analysis/2. SVD - The underlying math behind LSA.vtt | 33.9 KB |
| 6. Latent Semantic Analysis/3. Latent Semantic Analysis in Python.mp4 | 25.4 MB |
| 6. Latent Semantic Analysis/3. Latent Semantic Analysis in Python.vtt | 6.6 KB |
| 6. Latent Semantic Analysis/4. What is Latent Semantic Analysis Used For.mp4 | 16.9 MB |
| 6. Latent Semantic Analysis/4. What is Latent Semantic Analysis Used For.vtt | 21.2 KB |
| 6. Latent Semantic Analysis/5. Extending LSA.mp4 | 10.9 MB |
| 6. Latent Semantic Analysis/5. Extending LSA.vtt | 13.4 KB |
| 7. Write your own article spinner/1. Article Spinning Introduction and Markov Models.mp4 | 4.7 MB |
| 7. Write your own article spinner/1. Article Spinning Introduction and Markov Models.vtt | 3.6 KB |
| 7. Write your own article spinner/2. More about Language Models.mp4 | 36.6 MB |
| 7. Write your own article spinner/2. More about Language Models.vtt | 20.7 KB |
| 7. Write your own article spinner/3. Trigram Model.mp4 | 3.9 MB |
| 7. Write your own article spinner/3. Trigram Model.vtt | 2.8 KB |
| 7. Write your own article spinner/4. Precode Exercises.mp4 | 19.8 MB |
| 7. Write your own article spinner/4. Precode Exercises.vtt | 10.2 KB |
| 7. Write your own article spinner/5. Writing an article spinner in Python.mp4 | 26 MB |
| 7. Write your own article spinner/5. Writing an article spinner in Python.vtt | 8.5 KB |
| 7. Write your own article spinner/6. Article Spinner Extension Exercises.mp4 | 23.7 MB |