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Get Bonus Downloads Here.url
181B
~Get Your Files Here !/1 - Introduction/1 - Introduction to the course.mp4
54.58MB
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~Get Your Files Here !/1 - Introduction/2 - Introduction to NLP.mp4
32.63MB
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~Get Your Files Here !/1 - Introduction/3 - NLP in everyday life.mp4
18.9MB
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~Get Your Files Here !/1 - Introduction/4 - Supervised vs Unsupervised NLP.mp4
26.28MB
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~Get Your Files Here !/2 - Text Preprocessing/10 - Stemming.mp4
7.14MB
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~Get Your Files Here !/2 - Text Preprocessing/11 - Lemmatization.mp4
10.72MB
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~Get Your Files Here !/2 - Text Preprocessing/12 - Ngrams.mp4
18.17MB
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~Get Your Files Here !/2 - Text Preprocessing/13 - Practical task.mp4
60.59MB
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~Get Your Files Here !/2 - Text Preprocessing/13 - tripadvisor-hotel-reviews.csv
65.92KB
~Get Your Files Here !/2 - Text Preprocessing/5 - The importance of data preparation.mp4
33.75MB
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~Get Your Files Here !/2 - Text Preprocessing/6 - Lowercase.mp4
9.37MB
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~Get Your Files Here !/2 - Text Preprocessing/7 - Removing stop words.mp4
19.79MB
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~Get Your Files Here !/2 - Text Preprocessing/8 - Regular expressions.mp4
40.65MB
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~Get Your Files Here !/2 - Text Preprocessing/9 - Tokenization.mp4
7.81MB
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~Get Your Files Here !/3 - Identifying Parts of Speech and Named Entities/14 - Text tagging.mp4
22.97MB
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~Get Your Files Here !/3 - Identifying Parts of Speech and Named Entities/15 - Parts of speech POS tagging.mp4
20.59MB
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~Get Your Files Here !/3 - Identifying Parts of Speech and Named Entities/16 - Named entity recognition NER.mp4
24.04MB
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~Get Your Files Here !/3 - Identifying Parts of Speech and Named Entities/17 - Practical task.mp4
52.26MB
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~Get Your Files Here !/3 - Identifying Parts of Speech and Named Entities/17 - bbc-news.csv
333.43KB
~Get Your Files Here !/4 - Sentiment Analysis/18 - What is sentiment analysis.mp4
37.23MB
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~Get Your Files Here !/4 - Sentiment Analysis/19 - Rulebased sentiment analysis.mp4
22.79MB
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~Get Your Files Here !/4 - Sentiment Analysis/20 - Pretrained transformer models.mp4
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~Get Your Files Here !/4 - Sentiment Analysis/21 - Practical task.mp4
31.73MB
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~Get Your Files Here !/4 - Sentiment Analysis/21 - book-reviews-sample.csv
9.43KB
~Get Your Files Here !/5 - Vectorizing Text/22 - Numerical representation of text.mp4
33.34MB
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~Get Your Files Here !/5 - Vectorizing Text/23 - Bag of Words model.mp4
11.52MB
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~Get Your Files Here !/5 - Vectorizing Text/24 - TFIDF.mp4
19.04MB
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~Get Your Files Here !/6 - Topic Modelling/25 - What is topic modelling.mp4
56.89MB
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~Get Your Files Here !/6 - Topic Modelling/26 - When to use topic modelling.mp4
31.28MB
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~Get Your Files Here !/6 - Topic Modelling/27 - Latent Dirichlet Allocation.mp4
44.73MB
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~Get Your Files Here !/6 - Topic Modelling/28 - LDA in Python.mp4
30.05MB
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~Get Your Files Here !/6 - Topic Modelling/28 - news-articles.csv
657.33KB
~Get Your Files Here !/6 - Topic Modelling/29 - Latent Semantic Analysis.mp4
32.96MB
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~Get Your Files Here !/6 - Topic Modelling/30 - LSA in Python.mp4
13.37MB
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~Get Your Files Here !/7 - Builing Your Own Text Classifier/31 - Building a custom text classifier.mp4
18.77MB
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~Get Your Files Here !/7 - Builing Your Own Text Classifier/32 - Logistic regression.mp4
26.59MB
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~Get Your Files Here !/7 - Builing Your Own Text Classifier/33 - Naive Bayes.mp4
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~Get Your Files Here !/7 - Builing Your Own Text Classifier/34 - Linear Support Vector Machine.mp4
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~Get Your Files Here !/8 - Case Study Categorizing Fake News/35 - Introducing the project.mp4
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~Get Your Files Here !/8 - Case Study Categorizing Fake News/35 - fake-news-data.csv
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~Get Your Files Here !/8 - Case Study Categorizing Fake News/36 - Exploring our data through POS tags.mp4
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~Get Your Files Here !/8 - Case Study Categorizing Fake News/37 - Extracting named entities.mp4
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~Get Your Files Here !/8 - Case Study Categorizing Fake News/38 - Processing the text.mp4
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~Get Your Files Here !/8 - Case Study Categorizing Fake News/39 - Does sentiment differ between news types.mp4
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~Get Your Files Here !/8 - Case Study Categorizing Fake News/40 - What topics appear in fake news Part 1.mp4
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~Get Your Files Here !/8 - Case Study Categorizing Fake News/41 - What topics appear in fake news Part 2.mp4
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~Get Your Files Here !/8 - Case Study Categorizing Fake News/42 - Categorizing fake news with a custom classifier.mp4
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~Get Your Files Here !/9 - The Future of NLP/43 - What is deep learning.mp4
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~Get Your Files Here !/9 - The Future of NLP/44 - Deep learning for NLP.mp4
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~Get Your Files Here !/9 - The Future of NLP/45 - NonEnglish NLP.mp4
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~Get Your Files Here !/9 - The Future of NLP/46 - Whats next for NLP.mp4
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~Get Your Files Here !/Bonus Resources.txt
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