[ CourseWikia.com ] Intro To Natural Language Processing In Python For Ai

• [ CourseWikia.com ] Intro To Natural Language Processing In Python For Ai
• ~Get Your Files Here !/1 - Introduction/1 - Introduction to the course.mp4 54.6 MB
• ~Get Your Files Here !/1 - Introduction/2 - Introduction to NLP.mp4 32.6 MB
• ~Get Your Files Here !/1 - Introduction/3 - NLP in everyday life.mp4 18.9 MB
• ~Get Your Files Here !/1 - Introduction/4 - Supervised vs Unsupervised NLP.mp4 26.3 MB
• ~Get Your Files Here !/2 - Text Preprocessing/10 - Stemming.mp4 7.1 MB
• ~Get Your Files Here !/2 - Text Preprocessing/11 - Lemmatization.mp4 10.7 MB
• ~Get Your Files Here !/2 - Text Preprocessing/12 - Ngrams.mp4 18.2 MB
• ~Get Your Files Here !/2 - Text Preprocessing/13 - Practical task.mp4 60.6 MB
• ~Get Your Files Here !/2 - Text Preprocessing/13 - tripadvisor-hotel-reviews.csv 65.9 KB
• ~Get Your Files Here !/2 - Text Preprocessing/5 - The importance of data preparation.mp4 33.7 MB
• ~Get Your Files Here !/2 - Text Preprocessing/6 - Lowercase.mp4 9.4 MB
• ~Get Your Files Here !/2 - Text Preprocessing/7 - Removing stop words.mp4 19.8 MB
• ~Get Your Files Here !/2 - Text Preprocessing/8 - Regular expressions.mp4 40.6 MB
• ~Get Your Files Here !/2 - Text Preprocessing/9 - Tokenization.mp4 7.8 MB
• ~Get Your Files Here !/3 - Identifying Parts of Speech and Named Entities/14 - Text tagging.mp4 23 MB
• ~Get Your Files Here !/3 - Identifying Parts of Speech and Named Entities/15 - Parts of speech POS tagging.mp4 20.6 MB
• ~Get Your Files Here !/3 - Identifying Parts of Speech and Named Entities/16 - Named entity recognition NER.mp4 24 MB
• ~Get Your Files Here !/3 - Identifying Parts of Speech and Named Entities/17 - bbc-news.csv 333.4 KB
• ~Get Your Files Here !/3 - Identifying Parts of Speech and Named Entities/17 - Practical task.mp4 52.3 MB
• ~Get Your Files Here !/4 - Sentiment Analysis/18 - What is sentiment analysis.mp4 37.2 MB
• ~Get Your Files Here !/4 - Sentiment Analysis/19 - Rulebased sentiment analysis.mp4 22.8 MB
• ~Get Your Files Here !/4 - Sentiment Analysis/20 - Pretrained transformer models.mp4 22.2 MB
• ~Get Your Files Here !/4 - Sentiment Analysis/21 - book-reviews-sample.csv 9.4 KB
• ~Get Your Files Here !/4 - Sentiment Analysis/21 - Practical task.mp4 31.7 MB
• ~Get Your Files Here !/5 - Vectorizing Text/22 - Numerical representation of text.mp4 33.3 MB
• ~Get Your Files Here !/5 - Vectorizing Text/23 - Bag of Words model.mp4 11.5 MB
• ~Get Your Files Here !/5 - Vectorizing Text/24 - TFIDF.mp4 19 MB
• ~Get Your Files Here !/6 - Topic Modelling/25 - What is topic modelling.mp4 56.9 MB
• ~Get Your Files Here !/6 - Topic Modelling/26 - When to use topic modelling.mp4 31.3 MB
• ~Get Your Files Here !/6 - Topic Modelling/27 - Latent Dirichlet Allocation.mp4 44.7 MB
• ~Get Your Files Here !/6 - Topic Modelling/28 - LDA in Python.mp4 30.1 MB
• ~Get Your Files Here !/6 - Topic Modelling/28 - news-articles.csv 657.3 KB
• ~Get Your Files Here !/6 - Topic Modelling/29 - Latent Semantic Analysis.mp4 33 MB
• ~Get Your Files Here !/6 - Topic Modelling/30 - LSA in Python.mp4 13.4 MB
• ~Get Your Files Here !/7 - Builing Your Own Text Classifier/31 - Building a custom text classifier.mp4 18.8 MB
• ~Get Your Files Here !/7 - Builing Your Own Text Classifier/32 - Logistic regression.mp4 26.6 MB
• ~Get Your Files Here !/7 - Builing Your Own Text Classifier/33 - Naive Bayes.mp4 8.4 MB
• ~Get Your Files Here !/7 - Builing Your Own Text Classifier/34 - Linear Support Vector Machine.mp4 11 MB
• ~Get Your Files Here !/8 - Case Study Categorizing Fake News/35 - fake-news-data.csv 465.4 KB
• ~Get Your Files Here !/8 - Case Study Categorizing Fake News/35 - Introducing the project.mp4 18.2 MB
• ~Get Your Files Here !/8 - Case Study Categorizing Fake News/36 - Exploring our data through POS tags.mp4 38 MB
• ~Get Your Files Here !/8 - Case Study Categorizing Fake News/37 - Extracting named entities.mp4 19.1 MB
• ~Get Your Files Here !/8 - Case Study Categorizing Fake News/38 - Processing the text.mp4 51.3 MB
• ~Get Your Files Here !/8 - Case Study Categorizing Fake News/39 - Does sentiment differ between news types.mp4 20.4 MB
• ~Get Your Files Here !/8 - Case Study Categorizing Fake News/40 - What topics appear in fake news Part 1.mp4 25 MB
• ~Get Your Files Here !/8 - Case Study Categorizing Fake News/41 - What topics appear in fake news Part 2.mp4 34.5 MB
• ~Get Your Files Here !/8 - Case Study Categorizing Fake News/42 - Categorizing fake news with a custom classifier.mp4 30.8 MB
• ~Get Your Files Here !/9 - The Future of NLP/43 - What is deep learning.mp4 52.6 MB
• ~Get Your Files Here !/9 - The Future of NLP/44 - Deep learning for NLP.mp4 39.1 MB
• ~Get Your Files Here !/9 - The Future of NLP/45 - NonEnglish NLP.mp4 38.5 MB
• ~Get Your Files Here !/9 - The Future of NLP/46 - Whats next for NLP.mp4 29.7 MB
• ~Get Your Files Here !/Bonus Resources.txt 386 B

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