Filename Size 1. Introduction to the course/1. IntroWhat You Will Learn.mp4 13.2 MB 1. Introduction to the course/1. IntroWhat You Will Learn.vtt 1.9 KB 1. Introduction to the course/1.1 Full Source Code.html 98 B 1. Introduction to the course/2. Installing Python.mp4 13.4 MB 1. Introduction to the course/2. Installing Python.vtt 1.4 KB 1. Introduction to the course/3. Jupyter Notebook Intro.mp4 7.6 MB 1. Introduction to the course/3. Jupyter Notebook Intro.vtt 2.4 KB 1. Introduction to the course/4. Natural Language Processing Foundations.html 11.5 KB 1. Introduction to the course/5. Python NLP Libraries and Packages.mp4 35.7 MB 1. Introduction to the course/5. Python NLP Libraries and Packages.vtt 5 KB 2. Text Processing and NLP Techniques/1. Installing, Importing, and Viewing NLTK Package.mp4 40.9 MB 2. Text Processing and NLP Techniques/1. Installing, Importing, and Viewing NLTK Package.vtt 6.9 KB 2. Text Processing and NLP Techniques/2. Tokenization.mp4 167 MB 2. Text Processing and NLP Techniques/2. Tokenization.vtt 12.7 KB 2. Text Processing and NLP Techniques/3. Stemming and Lemmatization.mp4 80.6 MB 2. Text Processing and NLP Techniques/3. Stemming and Lemmatization.vtt 5.6 KB 2. Text Processing and NLP Techniques/4. Part-of-Speech Tagging (POS Tagging).mp4 13.4 MB 2. Text Processing and NLP Techniques/4. Part-of-Speech Tagging (POS Tagging).vtt 2.5 KB 2. Text Processing and NLP Techniques/5. Named Entity Recognition.mp4 59.9 MB 2. Text Processing and NLP Techniques/5. Named Entity Recognition.vtt 7.9 KB 3. NLP Techniques and Algorithms/1. N-grams.mp4 65.8 MB 3. NLP Techniques and Algorithms/1. N-grams.vtt 10 KB 3. NLP Techniques and Algorithms/2. Bag of Words - Term Frequency.mp4 162.7 MB 3. NLP Techniques and Algorithms/2. Bag of Words - Term Frequency.vtt 18.6 KB 3. NLP Techniques and Algorithms/3. word2vec.mp4 101.7 MB 3. NLP Techniques and Algorithms/3. word2vec.vtt 16.7 KB 3. NLP Techniques and Algorithms/3.1 word2vec.png.png 142.2 KB 3. NLP Techniques and Algorithms/3.2 bbc-fulltext (1).zip.zip 2.7 MB 3. NLP Techniques and Algorithms/4. Topic Modeling (LDA).mp4 63 MB 3. NLP Techniques and Algorithms/4. Topic Modeling (LDA).vtt 8.7 KB 4. Case Studies/1. Document Similarity.mp4 123 MB 4. Case Studies/1. Document Similarity.vtt 14.9 KB