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

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



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com







Published 9/2023

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz

Language: English | Size: 1.28 GB | Duration: 2h 52m



Learn the Technology Behind AI Tools Like ChatGPT: Understanding, Generating, and Classifying Human Language



What you'll learn

Natural Language Processing for AI

Text preprocessing techniques

Text tagging and entity extraction

Sentiment analysis

Uncovering topics in the text

Text classification

Vectorizing text for machine learning



Requirements

Basic Python programming skills



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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • [ 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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