Filename | Size |
| 1. Introduction/1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.mp4 | 23.2 MB |
| 1. Introduction/1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.vtt | 6.2 KB |
| 1. Introduction/1.1 UPDATED_NLP_COURSE.zip.zip | 89.5 MB |
| 1. Introduction/2. Quick Check.html | 150 B |
| 1. Introduction/3. Curriculum Overview.mp4 | 14.3 MB |
| 1. Introduction/3. Curriculum Overview.vtt | 4.3 KB |
| 1. Introduction/4. Installation and Setup Lecture.mp4 | 88.1 MB |
| 1. Introduction/4. Installation and Setup Lecture.vtt | 16.6 KB |
| 1. Introduction/4.1 Link for .yml file (Should work for all Operating Systems).html | 127 B |
| 1. Introduction/5. FAQ - Frequently Asked Questions.html | 5.1 KB |
| 1. Introduction/5.1 UPDATED_NLP_COURSE.zip.zip | 89.5 MB |
| 2. Python Text Basics/1. Introduction to Python Text Basics.mp4 | 3.7 MB |
| 2. Python Text Basics/1. Introduction to Python Text Basics.vtt | 795 B |
| 2. Python Text Basics/2. Working with Text Files with Python - Part One.mp4 | 65.2 MB |
| 2. Python Text Basics/2. Working with Text Files with Python - Part One.vtt | 14.3 KB |
| 2. Python Text Basics/3. Working with Text Files with Python - Part Two.mp4 | 118.5 MB |
| 2. Python Text Basics/3. Working with Text Files with Python - Part Two.vtt | 24.5 KB |
| 2. Python Text Basics/4. Working with PDFs.mp4 | 73.9 MB |
| 2. Python Text Basics/4. Working with PDFs.vtt | 73.9 MB |
| 2. Python Text Basics/5. Regular Expressions Part One.mp4 | 95.2 MB |
| 2. Python Text Basics/5. Regular Expressions Part One.vtt | 95.2 MB |
| 2. Python Text Basics/6. Regular Expressions Part Two.mp4 | 61.2 MB |
| 2. Python Text Basics/6. Regular Expressions Part Two.vtt | 61.2 MB |
| 2. Python Text Basics/7. Python Text Basics - Assessment Overview.mp4 | 20.4 MB |
| 2. Python Text Basics/7. Python Text Basics - Assessment Overview.vtt | 3.2 KB |
| 2. Python Text Basics/8. Python Text Basics - Assessment Solutions.mp4 | 50 MB |
| 2. Python Text Basics/8. Python Text Basics - Assessment Solutions.vtt | 8.6 KB |
| 3. Natural Language Processing Basics/1. Introduction to Natural Language Processing.mp4 | 4.1 MB |
| 3. Natural Language Processing Basics/1. Introduction to Natural Language Processing.vtt | 866 B |
| 3. Natural Language Processing Basics/10. Phrase Matching and Vocabulary - Part One.mp4 | 108.1 MB |
| 3. Natural Language Processing Basics/10. Phrase Matching and Vocabulary - Part One.vtt | 18.3 KB |
| 3. Natural Language Processing Basics/11. Phrase Matching and Vocabulary - Part Two.mp4 | 53.1 MB |
| 3. Natural Language Processing Basics/11. Phrase Matching and Vocabulary - Part Two.vtt | 8.5 KB |
| 3. Natural Language Processing Basics/12. NLP Basics Assessment Overview.mp4 | 25.7 MB |
| 3. Natural Language Processing Basics/12. NLP Basics Assessment Overview.vtt | 4.1 KB |
| 3. Natural Language Processing Basics/13. NLP Basics Assessment Solution.mp4 | 57.9 MB |
| 3. Natural Language Processing Basics/13. NLP Basics Assessment Solution.vtt | 8.5 KB |
| 3. Natural Language Processing Basics/2. Spacy Setup and Overview.mp4 | 56.2 MB |
| 3. Natural Language Processing Basics/2. Spacy Setup and Overview.vtt | 10.1 KB |
| 3. Natural Language Processing Basics/3. What is Natural Language Processing.mp4 | 19.1 MB |
| 3. Natural Language Processing Basics/3. What is Natural Language Processing.vtt | 3.9 KB |
| 3. Natural Language Processing Basics/4. Spacy Basics.mp4 | 128.3 MB |
| 3. Natural Language Processing Basics/4. Spacy Basics.vtt | 23.3 KB |
| 3. Natural Language Processing Basics/5. Tokenization - Part One.mp4 | 76.2 MB |
| 3. Natural Language Processing Basics/5. Tokenization - Part One.vtt | 17.1 KB |
| 3. Natural Language Processing Basics/6. Tokenization - Part Two.mp4 | 45.9 MB |
| 3. Natural Language Processing Basics/6. Tokenization - Part Two.vtt | 7.5 KB |
| 3. Natural Language Processing Basics/7. Stemming.mp4 | 51.8 MB |
| 3. Natural Language Processing Basics/7. Stemming.vtt | 11 KB |
| 3. Natural Language Processing Basics/8. Lemmatization.mp4 | 45 MB |
| 3. Natural Language Processing Basics/8. Lemmatization.vtt | 8.1 KB |
| 3. Natural Language Processing Basics/9. Stop Words.mp4 | 37.3 MB |
| 3. Natural Language Processing Basics/9. Stop Words.vtt | 5.6 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/1. Introduction to Section on POS and NER.mp4 | 3.6 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/1. Introduction to Section on POS and NER.vtt | 669 B |
| 4. Part of Speech Tagging and Named Entity Recognition/2. Part of Speech Tagging.mp4 | 110 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/2. Part of Speech Tagging.vtt | 20.4 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/3. Visualizing Part of Speech.mp4 | 32.8 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/3. Visualizing Part of Speech.vtt | 7.5 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/4. Named Entity Recognition - Part One.mp4 | 67.1 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/4. Named Entity Recognition - Part One.vtt | 10.9 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/5. Named Entity Recognition - Part Two.mp4 | 63.2 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/5. Named Entity Recognition - Part Two.vtt | 10.2 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/6. Visualizing Named Entity Recognition.mp4 | 51.7 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/6. Visualizing Named Entity Recognition.vtt | 8.7 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/7. Sentence Segmentation.mp4 | 93.7 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/7. Sentence Segmentation.vtt | 18.3 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/8. Part Of Speech Assessment.mp4 | 18.8 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/8. Part Of Speech Assessment.vtt | 3.3 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/9. Part Of Speech Assessment - Solutions.mp4 | 61 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/9. Part Of Speech Assessment - Solutions.vtt | 8.7 KB |
| 5. Text Classification/1. Introduction to Text Classification.mp4 | 5.4 MB |
| 5. Text Classification/1. Introduction to Text Classification.vtt | 1.1 KB |
| 5. Text Classification/10. Text Feature Extraction - Code Along - Part Two.mp4 | 89.4 MB |
| 5. Text Classification/10. Text Feature Extraction - Code Along - Part Two.vtt | 12.7 KB |
| 5. Text Classification/11. Text Classification Code Along Project.mp4 | 66.6 MB |
| 5. Text Classification/11. Text Classification Code Along Project.vtt | 9.2 MB |
| 5. Text Classification/12. Text Classification Assessment Overview.mp4 | 9.3 MB |
| 5. Text Classification/12. Text Classification Assessment Overview.vtt | 31.1 MB |
| 5. Text Classification/13. Text Classification Assessment Solutions.mp4 | 43 MB |
| 5. Text Classification/13. Text Classification Assessment Solutions.vtt | 7.6 KB |
| 5. Text Classification/2. Machine Learning Overview.mp4 | 50.7 MB |
| 5. Text Classification/2. Machine Learning Overview.vtt | 50.7 MB |
| 5. Text Classification/3. Classification Metrics.mp4 | 61.9 MB |
| 5. Text Classification/3. Classification Metrics.vtt | 15.4 KB |
| 5. Text Classification/4. Confusion Matrix.mp4 | 53.9 MB |
| 5. Text Classification/4. Confusion Matrix.vtt | 13.3 KB |
| 5. Text Classification/5. Scikit-Learn Primer - How to Use SciKit-Learn.mp4 | 21.4 MB |
| 5. Text Classification/5. Scikit-Learn Primer - How to Use SciKit-Learn.vtt | 21.4 MB |
| 5. Text Classification/6. Scikit-Learn Primer - Code Along Part One.mp4 | 88.3 MB |
| 5. Text Classification/6. Scikit-Learn Primer - Code Along Part One.vtt | 19.1 KB |
| 5. Text Classification/7. Scikit-Learn Primer - Code Along Part Two.mp4 | 55.9 MB |
| 5. Text Classification/7. Scikit-Learn Primer - Code Along Part Two.vtt | 10.4 KB |
| 5. Text Classification/8. Text Feature Extraction Overview.mp4 | 34.9 MB |
| 5. Text Classification/8. Text Feature Extraction Overview.vtt | 7.5 KB |
| 5. Text Classification/9. Text Feature Extraction - Code Along Implementations.mp4 | 108.2 MB |
| 5. Text Classification/9. Text Feature Extraction - Code Along Implementations.vtt | 17.4 KB |
| 6. Semantics and Sentiment Analysis/1. Introduction to Semantics and Sentiment Analysis.mp4 | 2.2 MB |
| 6. Semantics and Sentiment Analysis/1. Introduction to Semantics and Sentiment Analysis.vtt | 581 B |