[FreeCourseLab com] Udemy - NLP - Natural Language Processing with Python
File List
| File | Size |
|---|---|
| 1. Introduction/1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.mp4 | 23.19 MB |
| 1. Introduction/1. Course Overview - DO NOT SKIP THIS LECTURE PLEASE. IMPORTANT INFO HERE!.vtt | 6.22 KB |
| 1. Introduction/1.1 UPDATED_NLP_COURSE.zip.zip | 89.48 MB |
| 1. Introduction/2. Quick Check.html | 150 B |
| 1. Introduction/3. Curriculum Overview.mp4 | 14.33 MB |
| 1. Introduction/3. Curriculum Overview.vtt | 4.27 KB |
| 1. Introduction/4. Installation and Setup Lecture.mp4 | 88.11 MB |
| 1. Introduction/4. Installation and Setup Lecture.vtt | 16.56 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 | 5.09 KB |
| 1. Introduction/5.1 UPDATED_NLP_COURSE.zip.zip | 89.47 MB |
| 2. Python Text Basics/1. Introduction to Python Text Basics.mp4 | 3.68 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 | 65.17 MB |
| 2. Python Text Basics/2. Working with Text Files with Python - Part One.vtt | 14.28 KB |
| 2. Python Text Basics/3. Working with Text Files with Python - Part Two.mp4 | 118.49 MB |
| 2. Python Text Basics/3. Working with Text Files with Python - Part Two.vtt | 24.52 KB |
| 2. Python Text Basics/4. Working with PDFs.mp4 | 73.85 MB |
| 2. Python Text Basics/4. Working with PDFs.vtt | 73.88 MB |
| 2. Python Text Basics/5. Regular Expressions Part One.mp4 | 95.15 MB |
| 2. Python Text Basics/5. Regular Expressions Part One.vtt | 95.18 MB |
| 2. Python Text Basics/6. Regular Expressions Part Two.mp4 | 61.15 MB |
| 2. Python Text Basics/6. Regular Expressions Part Two.vtt | 61.15 MB |
| 2. Python Text Basics/7. Python Text Basics - Assessment Overview.mp4 | 20.39 MB |
| 2. Python Text Basics/7. Python Text Basics - Assessment Overview.vtt | 3.25 KB |
| 2. Python Text Basics/8. Python Text Basics - Assessment Solutions.mp4 | 50.02 MB |
| 2. Python Text Basics/8. Python Text Basics - Assessment Solutions.vtt | 8.64 KB |
| 3. Natural Language Processing Basics/1. Introduction to Natural Language Processing.mp4 | 4.14 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 | 108.08 MB |
| 3. Natural Language Processing Basics/10. Phrase Matching and Vocabulary - Part One.vtt | 18.29 KB |
| 3. Natural Language Processing Basics/11. Phrase Matching and Vocabulary - Part Two.mp4 | 53.14 MB |
| 3. Natural Language Processing Basics/11. Phrase Matching and Vocabulary - Part Two.vtt | 8.46 KB |
| 3. Natural Language Processing Basics/12. NLP Basics Assessment Overview.mp4 | 25.69 MB |
| 3. Natural Language Processing Basics/12. NLP Basics Assessment Overview.vtt | 4.08 KB |
| 3. Natural Language Processing Basics/13. NLP Basics Assessment Solution.mp4 | 57.85 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 | 56.17 MB |
| 3. Natural Language Processing Basics/2. Spacy Setup and Overview.vtt | 10.13 KB |
| 3. Natural Language Processing Basics/3. What is Natural Language Processing.mp4 | 19.08 MB |
| 3. Natural Language Processing Basics/3. What is Natural Language Processing.vtt | 3.91 KB |
| 3. Natural Language Processing Basics/4. Spacy Basics.mp4 | 128.3 MB |
| 3. Natural Language Processing Basics/4. Spacy Basics.vtt | 23.25 KB |
| 3. Natural Language Processing Basics/5. Tokenization - Part One.mp4 | 76.21 MB |
| 3. Natural Language Processing Basics/5. Tokenization - Part One.vtt | 17.11 KB |
| 3. Natural Language Processing Basics/6. Tokenization - Part Two.mp4 | 45.86 MB |
| 3. Natural Language Processing Basics/6. Tokenization - Part Two.vtt | 7.54 KB |
| 3. Natural Language Processing Basics/7. Stemming.mp4 | 51.83 MB |
| 3. Natural Language Processing Basics/7. Stemming.vtt | 11 KB |
| 3. Natural Language Processing Basics/8. Lemmatization.mp4 | 45.05 MB |
| 3. Natural Language Processing Basics/8. Lemmatization.vtt | 8.11 KB |
| 3. Natural Language Processing Basics/9. Stop Words.mp4 | 37.33 MB |
| 3. Natural Language Processing Basics/9. Stop Words.vtt | 5.59 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/1. Introduction to Section on POS and NER.mp4 | 3.56 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 | 110.03 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/2. Part of Speech Tagging.vtt | 20.37 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/3. Visualizing Part of Speech.mp4 | 32.83 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 | 67.09 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/4. Named Entity Recognition - Part One.vtt | 10.94 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/5. Named Entity Recognition - Part Two.mp4 | 63.24 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/5. Named Entity Recognition - Part Two.vtt | 10.17 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/6. Visualizing Named Entity Recognition.mp4 | 51.65 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/6. Visualizing Named Entity Recognition.vtt | 8.73 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/7. Sentence Segmentation.mp4 | 93.71 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/7. Sentence Segmentation.vtt | 18.26 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/8. Part Of Speech Assessment.mp4 | 18.85 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/8. Part Of Speech Assessment.vtt | 3.25 KB |
| 4. Part of Speech Tagging and Named Entity Recognition/9. Part Of Speech Assessment - Solutions.mp4 | 61.05 MB |
| 4. Part of Speech Tagging and Named Entity Recognition/9. Part Of Speech Assessment - Solutions.vtt | 8.72 KB |
| 5. Text Classification/1. Introduction to Text Classification.mp4 | 5.41 MB |
| 5. Text Classification/1. Introduction to Text Classification.vtt | 1.12 KB |
| 5. Text Classification/10. Text Feature Extraction - Code Along - Part Two.mp4 | 89.36 MB |
| 5. Text Classification/10. Text Feature Extraction - Code Along - Part Two.vtt | 12.73 KB |
| 5. Text Classification/11. Text Classification Code Along Project.mp4 | 66.63 MB |
| 5. Text Classification/11. Text Classification Code Along Project.vtt | 9.21 MB |
| 5. Text Classification/12. Text Classification Assessment Overview.mp4 | 9.29 MB |
| 5. Text Classification/12. Text Classification Assessment Overview.vtt | 31.05 MB |
| 5. Text Classification/13. Text Classification Assessment Solutions.mp4 | 42.98 MB |
| 5. Text Classification/13. Text Classification Assessment Solutions.vtt | 7.63 KB |
| 5. Text Classification/2. Machine Learning Overview.mp4 | 50.73 MB |
| 5. Text Classification/2. Machine Learning Overview.vtt | 50.75 MB |
| 5. Text Classification/3. Classification Metrics.mp4 | 61.93 MB |
| 5. Text Classification/3. Classification Metrics.vtt | 15.42 KB |
| 5. Text Classification/4. Confusion Matrix.mp4 | 53.87 MB |
| 5. Text Classification/4. Confusion Matrix.vtt | 13.28 KB |
| 5. Text Classification/5. Scikit-Learn Primer - How to Use SciKit-Learn.mp4 | 21.39 MB |
| 5. Text Classification/5. Scikit-Learn Primer - How to Use SciKit-Learn.vtt | 21.39 MB |
| 5. Text Classification/6. Scikit-Learn Primer - Code Along Part One.mp4 | 88.29 MB |
| 5. Text Classification/6. Scikit-Learn Primer - Code Along Part One.vtt | 19.07 KB |
| 5. Text Classification/7. Scikit-Learn Primer - Code Along Part Two.mp4 | 55.94 MB |
| 5. Text Classification/7. Scikit-Learn Primer - Code Along Part Two.vtt | 10.45 KB |
| 5. Text Classification/8. Text Feature Extraction Overview.mp4 | 34.92 MB |
| 5. Text Classification/8. Text Feature Extraction Overview.vtt | 7.47 KB |
| 5. Text Classification/9. Text Feature Extraction - Code Along Implementations.mp4 | 108.18 MB |
| 5. Text Classification/9. Text Feature Extraction - Code Along Implementations.vtt | 17.43 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 |
| 6. Semantics and Sentiment Analysis/2. Overview of Semantics and Word Vectors.mp4 | 40.22 MB |
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