Filename | Size |
| 1. Introduction/1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.mp4 | 35.7 MB |
| 1. Introduction/1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.srt | 7.1 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 | 20.3 MB |
| 1. Introduction/3. Curriculum Overview.srt | 4.8 KB |
| 1. Introduction/4. Installation and Setup Lecture.mp4 | 89.1 MB |
| 1. Introduction/4. Installation and Setup Lecture.srt | 19 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.srt | 887 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.srt | 16.4 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.srt | 28.2 KB |
| 2. Python Text Basics/4. Working with PDFs.mp4 | 73.9 MB |
| 2. Python Text Basics/4. Working with PDFs.srt | 16.2 KB |
| 2. Python Text Basics/5. Regular Expressions Part One.mp4 | 95.2 MB |
| 2. Python Text Basics/5. Regular Expressions Part One.srt | 21.3 KB |
| 2. Python Text Basics/6. Regular Expressions Part Two.mp4 | 61.1 MB |
| 2. Python Text Basics/6. Regular Expressions Part Two.srt | 13.5 KB |
| 2. Python Text Basics/7. Python Text Basics - Assessment Overview.mp4 | 20.4 MB |
| 2. Python Text Basics/7. Python Text Basics - Assessment Overview.srt | 3.7 KB |
| 2. Python Text Basics/8. Python Text Basics - Assessment Solutions.mp4 | 50 MB |
| 2. Python Text Basics/8. Python Text Basics - Assessment Solutions.srt | 9.9 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.srt | 970 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.srt | 20.9 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.srt | 9.7 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.srt | 4.7 KB |
| 3. Natural Language Processing Basics/13. NLP Basics Assessment Solution.mp4 | 57.8 MB |
| 3. Natural Language Processing Basics/13. NLP Basics Assessment Solution.srt | 9.7 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.srt | 11.5 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.srt | 4.4 KB |
| 3. Natural Language Processing Basics/4. Spacy Basics.mp4 | 128.3 MB |
| 3. Natural Language Processing Basics/4. Spacy Basics.srt | 26.6 KB |
| 3. Natural Language Processing Basics/5. Tokenization - Part One.mp4 | 76.2 MB |
| 3. Natural Language Processing Basics/5. Tokenization - Part One.srt | 19.6 KB |
| 3. Natural Language Processing Basics/6. Tokenization - Part Two.mp4 | 45.8 MB |
| 3. Natural Language Processing Basics/6. Tokenization - Part Two.srt | 8.6 KB |
| 3. Natural Language Processing Basics/7. Stemming.mp4 | 51.8 MB |
| 3. Natural Language Processing Basics/7. Stemming.srt | 12.4 KB |
| 3. Natural Language Processing Basics/8. Lemmatization.mp4 | 45 MB |
| 3. Natural Language Processing Basics/8. Lemmatization.srt | 9.2 KB |
| 3. Natural Language Processing Basics/9. Stop Words.mp4 | 37.3 MB |
| 3. Natural Language Processing Basics/9. Stop Words.srt | 6.4 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/1. Introduction to Section on POS and NER.mp4 | 3.5 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/1. Introduction to Section on POS and NER.srt | 749 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.srt | 23.3 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.srt | 8.6 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.srt | 12.5 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.srt | 11.5 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/6. Visualizing Named Entity Recognition.mp4 | 51.6 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/6. Visualizing Named Entity Recognition.srt | 10 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.srt | 20.9 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.srt | 3.7 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.srt | 9.9 KB |
| 5. Text Classification/1. Introduction to Text Classification.mp4 | 5.4 MB |
| 5. Text Classification/1. Introduction to Text Classification.srt | 1.3 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.srt | 14.6 KB |
| 5. Text Classification/11. Text Classification Code Along Project.mp4 | 66.6 MB |
| 5. Text Classification/11. Text Classification Code Along Project.srt | 14.3 KB |
| 5. Text Classification/12. Text Classification Assessment Overview.mp4 | 9.3 MB |
| 5. Text Classification/12. Text Classification Assessment Overview.srt | 1.8 KB |
| 5. Text Classification/13. Text Classification Assessment Solutions.mp4 | 43 MB |
| 5. Text Classification/13. Text Classification Assessment Solutions.srt | 8.7 KB |
| 5. Text Classification/2. Machine Learning Overview.mp4 | 50.7 MB |
| 5. Text Classification/2. Machine Learning Overview.srt | 14.9 KB |
| 5. Text Classification/3. Classification Metrics.mp4 | 61.9 MB |
| 5. Text Classification/3. Classification Metrics.srt | 17.5 KB |
| 5. Text Classification/4. Confusion Matrix.mp4 | 53.9 MB |
| 5. Text Classification/4. Confusion Matrix.srt | 15.2 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.srt | 6.8 KB |
| 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.srt | 21.8 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.srt | 11.8 KB |
| 5. Text Classification/8. Text Feature Extraction Overview.mp4 | 34.9 MB |
| 5. Text Classification/8. Text Feature Extraction Overview.srt | 8.4 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.srt | 19.8 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.srt | 649 B |