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