Filename | Size |
| 01. Natural Language Processing - What is it used for/1. Introduction and Outline.mp4 | 2.5 MB |
| 01. Natural Language Processing - What is it used for/1. Introduction and Outline.vtt | 7.5 KB |
| 01. Natural Language Processing - What is it used for/2. NLP Applications.mp4 | 5.7 MB |
| 01. Natural Language Processing - What is it used for/2. NLP Applications.vtt | 14.1 KB |
| 01. Natural Language Processing - What is it used for/3. Why is NLP hard.mp4 | 7.1 MB |
| 01. Natural Language Processing - What is it used for/3. Why is NLP hard.vtt | 8.3 KB |
| 01. Natural Language Processing - What is it used for/4. The Central Message of this Course.mp4 | 3.2 MB |
| 01. Natural Language Processing - What is it used for/4. The Central Message of this Course.vtt | 6.4 KB |
| 02. Course Preparation/1. How to Succeed in this Course.mp4 | 3.3 MB |
| 02. Course Preparation/1. How to Succeed in this Course.vtt | 7.1 KB |
| 02. Course Preparation/2. Where to get the code and data.mp4 | 4.4 MB |
| 02. Course Preparation/2. Where to get the code and data.vtt | 5.6 KB |
| 02. Course Preparation/3. Do you need a review of machine learning.mp4 | 13.4 MB |
| 02. Course Preparation/3. Do you need a review of machine learning.vtt | 6.2 KB |
| 03. Build your own spam detector/1. Build your own spam detector - description of data.mp4 | 1.9 MB |
| 03. Build your own spam detector/1. Build your own spam detector - description of data.vtt | 4.6 KB |
| 03. Build your own spam detector/10. SMS Spam in Code.mp4 | 13.9 MB |
| 03. Build your own spam detector/10. SMS Spam in Code.vtt | 19.1 KB |
| 03. Build your own spam detector/2. Build your own spam detector using Naive Bayes and AdaBoost - the code.mp4 | 6.5 MB |
| 03. Build your own spam detector/2. Build your own spam detector using Naive Bayes and AdaBoost - the code.vtt | 10 KB |
| 03. Build your own spam detector/3. Key Takeaway from Spam Detection Exercise.mp4 | 30.6 MB |
| 03. Build your own spam detector/3. Key Takeaway from Spam Detection Exercise.vtt | 13.3 KB |
| 03. Build your own spam detector/4. Naive Bayes Concepts.mp4 | 39.7 MB |
| 03. Build your own spam detector/4. Naive Bayes Concepts.vtt | 20.5 KB |
| 03. Build your own spam detector/5. AdaBoost Concepts.mp4 | 26.8 MB |
| 03. Build your own spam detector/5. AdaBoost Concepts.vtt | 11 KB |
| 03. Build your own spam detector/6. Other types of features.mp4 | 1.4 MB |
| 03. Build your own spam detector/6. Other types of features.vtt | 3.2 KB |
| 03. Build your own spam detector/7. Spam Detection FAQ (Remedial #1).mp4 | 10.7 MB |
| 03. Build your own spam detector/7. Spam Detection FAQ (Remedial #1).vtt | 20.7 KB |
| 03. Build your own spam detector/8. What is a Vector (Remedial #2).mp4 | 9.1 MB |
| 03. Build your own spam detector/8. What is a Vector (Remedial #2).vtt | 13.7 KB |
| 03. Build your own spam detector/9. SMS Spam Example.mp4 | 5.7 MB |
| 03. Build your own spam detector/9. SMS Spam Example.vtt | 13.9 KB |
| 04. Build your own sentiment analyzer/1. Description of Sentiment Analyzer.mp4 | 5.1 MB |
| 04. Build your own sentiment analyzer/1. Description of Sentiment Analyzer.vtt | 7.2 KB |
| 04. Build your own sentiment analyzer/2. Logistic Regression Review.mp4 | 12.2 MB |
| 04. Build your own sentiment analyzer/2. Logistic Regression Review.vtt | 16.5 KB |
| 04. Build your own sentiment analyzer/3. Preprocessing Tokenization.mp4 | 7.7 MB |
| 04. Build your own sentiment analyzer/3. Preprocessing Tokenization.vtt | 10.1 KB |
| 04. Build your own sentiment analyzer/4. Preprocessing Tokens to Vectors.mp4 | 10.5 MB |
| 04. Build your own sentiment analyzer/4. Preprocessing Tokens to Vectors.vtt | 12.7 KB |
| 04. Build your own sentiment analyzer/5. Sentiment Analysis in Python using Logistic Regression.mp4 | 43.5 MB |
| 04. Build your own sentiment analyzer/5. Sentiment Analysis in Python using Logistic Regression.vtt | 14 KB |
| 04. Build your own sentiment analyzer/6. Sentiment Analysis Extension.mp4 | 5.2 MB |
| 04. Build your own sentiment analyzer/6. Sentiment Analysis Extension.vtt | 13.4 KB |
| 04. Build your own sentiment analyzer/7. How to Improve Sentiment Analysis & FAQ.mp4 | 77.7 MB |
| 04. Build your own sentiment analyzer/7. How to Improve Sentiment Analysis & FAQ.vtt | 28.6 KB |
| 05. NLTK Exploration/1. NLTK Exploration POS Tagging.mp4 | 2 MB |
| 05. NLTK Exploration/1. NLTK Exploration POS Tagging.vtt | 3.7 KB |
| 05. NLTK Exploration/2. NLTK Exploration Stemming and Lemmatization.mp4 | 3.7 MB |
| 05. NLTK Exploration/2. NLTK Exploration Stemming and Lemmatization.vtt | 2.7 KB |
| 05. NLTK Exploration/3. NLTK Exploration Named Entity Recognition.mp4 | 6.7 MB |
| 05. NLTK Exploration/3. NLTK Exploration Named Entity Recognition.vtt | 2 KB |
| 05. NLTK Exploration/4. Want more NLTK.mp4 | 8.4 MB |
| 05. NLTK Exploration/4. Want more NLTK.vtt | 4.1 KB |
| 06. Latent Semantic Analysis/1. Latent Semantic Analysis - What does it do.mp4 | 3.9 MB |
| 06. Latent Semantic Analysis/1. Latent Semantic Analysis - What does it do.vtt | 3.1 KB |
| 06. Latent Semantic Analysis/2. SVD - The underlying math behind LSA.mp4 | 78.2 MB |
| 06. Latent Semantic Analysis/2. SVD - The underlying math behind LSA.vtt | 22.9 KB |
| 06. Latent Semantic Analysis/3. Latent Semantic Analysis in Python.mp4 | 25.4 MB |
| 06. Latent Semantic Analysis/3. Latent Semantic Analysis in Python.vtt | 6.6 KB |
| 06. Latent Semantic Analysis/4. What is Latent Semantic Analysis Used For.mp4 | 16.9 MB |
| 06. Latent Semantic Analysis/4. What is Latent Semantic Analysis Used For.vtt | 21.2 KB |
| 06. Latent Semantic Analysis/5. Extending LSA.mp4 | 10.9 MB |
| 06. Latent Semantic Analysis/5. Extending LSA.vtt | 13.4 KB |
| 07. Write your own article spinner/1. Article Spinning Introduction and Markov Models.mp4 | 4.7 MB |
| 07. Write your own article spinner/1. Article Spinning Introduction and Markov Models.vtt | 3.6 KB |
| 07. Write your own article spinner/2. More about Language Models.mp4 | 36.6 MB |
| 07. Write your own article spinner/2. More about Language Models.vtt | 20.7 KB |
| 07. Write your own article spinner/3. Trigram Model.mp4 | 3.9 MB |
| 07. Write your own article spinner/3. Trigram Model.vtt | 2.8 KB |
| 07. Write your own article spinner/4. Precode Exercises.mp4 | 19.8 MB |
| 07. Write your own article spinner/4. Precode Exercises.vtt | 10.2 KB |
| 07. Write your own article spinner/5. Writing an article spinner in Python.mp4 | 26 MB |
| 07. Write your own article spinner/5. Writing an article spinner in Python.vtt | 8.5 KB |
| 07. Write your own article spinner/6. Article Spinner Extension Exercises.mp4 | 23.7 MB |
| 07. Write your own article spinner/6. Article Spinner Extension Exercises.vtt | 11.5 KB |
| 08. How to learn more about NLP/1. What we didn't talk about.mp4 | 4.3 MB |
| 08. How to learn more about NLP/1. What we didn't talk about.vtt | 3.4 KB |
| 09. Machine Learning Basics Review/1. (Review) Machine Learning Section Introduction.mp4 | 44.9 MB |
| 09. Machine Learning Basics Review/1. (Review) Machine Learning Section Introduction.vtt | 19.5 KB |
| 09. Machine Learning Basics Review/2. (Review) What is Classification.mp4 | 70.7 MB |
| 09. Machine Learning Basics Review/3. (Review) Classification in Code.mp4 | 139.5 MB |
| 09. Machine Learning Basics Review/3. (Review) Classification in Code.vtt | 28.6 KB |
| 09. Machine Learning Basics Review/4. (Review) What is Regression.mp4 | 49.6 MB |
| 09. Machine Learning Basics Review/4. (Review) What is Regression.vtt | 28 KB |
| 09. Machine Learning Basics Review/5. (Review) Regression in Code.mp4 | 69.4 MB |
| 09. Machine Learning Basics Review/5. (Review) Regression in Code.vtt | 16.9 KB |
| 09. Machine Learning Basics Review/6. (Review) What is a Feature Vector.mp4 | 38 MB |
| 09. Machine Learning Basics Review/6. (Review) What is a Feature Vector.vtt | 15.6 KB |
| 09. Machine Learning Basics Review/7. (Review) Machine Learning is Nothing but Geometry.mp4 | 22.7 MB |
| 09. Machine Learning Basics Review/7. (Review) Machine Learning is Nothing but Geometry.vtt | 10.6 KB |
| 09. Machine Learning Basics Review/8. (Review) All Data is the Same.mp4 | 24.8 MB |
| 09. Machine Learning Basics Review/8. (Review) All Data is the Same.vtt | 12 KB |
| 09. Machine Learning Basics Review/9. (Review) Comparing Different Machine Learning Models.mp4 | 53.6 MB |
| 09. Machine Learning Basics Review/9. (Review) Comparing Different Machine Learning Models.vtt | 23.2 KB |
| 10. Appendix/2. Windows-Focused Environment Setup 2018.mp4 | 186.5 MB |