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001 Course content.en.srt
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001 Course content.mp4
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67.4 MB
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001 Final remarks.en.srt
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001 Final remarks.mp4
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001 Plan of attack.en.srt
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001 Plan of attack.mp4
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10.2 MB
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002 Installing the libraries.en.srt
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002 Installing the libraries.mp4
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53.3 MB
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002 Introduction to natural language processing.en.srt
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5 KB
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002 Introduction to natural language processing.mp4
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16.9 MB
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002 Loading texts from the Internet.en.srt
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6 KB
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002 Loading texts from the Internet.mp4
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40.1 MB
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002 Loading the Twitter dataset.en.srt
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002 Loading the Twitter dataset.mp4
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58.6 MB
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003 Course materials.html
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HTML
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003 Named entity recognition.en.srt
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003 Named entity recognition.mp4
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003 POS (part-of-speech).en.srt
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11.4 KB
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003 POS (part-of-speech).mp4
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83.4 MB
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003 The Ultimate Beginners Guide To Natural Language Processing.pdf
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PDF
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2.8 MB
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003 Train and test data.en.srt
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003 Train and test data.mp4
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54.4 MB
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004 Lemmatization and stemming.en.srt
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004 Lemmatization and stemming.mp4
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56.9 MB
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004 Most frequent words.en.srt
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004 Most frequent words.mp4
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29.2 MB
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004 Preprocessing the texts.en.srt
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004 Preprocessing the texts.mp4
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49.8 MB
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005 Named entity recognition.en.srt
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005 Named entity recognition.mp4
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005 Word cloud.en.srt
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005 Word cloud.mp4
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006 Detecting languages.en.srt
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006 Detecting languages.mp4
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006 Preprocessing the texts.en.srt
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006 Preprocessing the texts.mp4
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006 Stop words.en.srt
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006 Stop words.mp4
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007 Dependency parsing 1.en.srt
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007 Dependency parsing 1.mp4
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007 Sentiment analysis with NLTK.en.srt
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007 Sentiment analysis with NLTK.mp4
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007 Text summarization - intuition.en.srt
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007 Text summarization - intuition.mp4
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008 Dependency parsing 2.en.srt
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008 Dependency parsing 2.mp4
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008 Introduction to classification and decision trees.en.srt
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008 Introduction to classification and decision trees.mp4
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008 Text summarization - implementation.en.srt
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008 Text summarization - implementation.mp4
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128.4 MB
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009 Dependency parsing 3.en.srt
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009 Dependency parsing 3.mp4
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009 Keyword search.en.srt
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009 Keyword search.mp4
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009 Sentiment analysis - TF-IDF 1.en.srt
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009 Sentiment analysis - TF-IDF 1.mp4
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010 Bag of words - intuition.en.srt
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010 Bag of words - intuition.mp4
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010 Dependency parsing 4.en.srt
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010 Dependency parsing 4.mp4
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010 Sentiment analysis - TF-IDF 2.en.srt
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010 Sentiment analysis - TF-IDF 2.mp4
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011 Bag of words - implementation.en.srt
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011 Bag of words - implementation.mp4
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011 Sentiment analysis - spaCy 1.en.srt
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011 Sentiment analysis - spaCy 1.mp4
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011 Word similarity 1.en.srt
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011 Word similarity 1.mp4
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012 Sentiment analysis - spaCy 2.en.srt
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012 Sentiment analysis - spaCy 2.mp4
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012 TF-IDF - intuition.en.srt
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012 TF-IDF - intuition.mp4
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012 Word similarity 2.en.srt
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012 Word similarity 2.mp4
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013 Sentiment analysis - spaCy 3.en.srt
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013 Sentiment analysis - spaCy 3.mp4
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013 TF-IDF - implementation.en.srt
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013 TF-IDF - implementation.mp4
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013 Word tokenization.en.srt
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013 Word tokenization.mp4
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014 Cosine similarity.en.srt
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014 Cosine similarity.mp4
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014 Sentiment analysis - spaCy 4.en.srt
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014 Sentiment analysis - spaCy 4.mp4
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015 Simulating a chatbot 1.en.srt
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015 Simulating a chatbot 1.mp4
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016 Simulating a chatbot 2.en.srt
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016 Simulating a chatbot 2.mp4
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017 Simulating a chatbot 3.en.srt
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017 Simulating a chatbot 3.mp4
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Bonus Resources.txt
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TXT
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307.2 B
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Get Bonus Downloads Here.url
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URL
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204.8 B
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_train.csv
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CSV
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307.2 B
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external-assets-links.txt
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TXT
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102.4 B
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train.csv
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CSV
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227.7 MB
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