[Tutorialsplanet.NET] Udemy - Natural Language Processing (NLP) in Python with 8 Projects

• [Tutorialsplanet.NET] Udemy - Natural Language Processing (NLP) in Python with 8 Projects
• 01 - Welcome/001 Course Overview.mp4 35.4 MB
• 01 - Welcome/001 Course Overview_en.vtt 4 KB
• 01 - Welcome/002 Reviews UPDATE.mp4 5.4 MB
• 01 - Welcome/002 Reviews UPDATE_en.vtt 1.6 KB
• 01 - Welcome/003 Introduction to NLP.mp4 133.5 MB
• 01 - Welcome/003 Introduction to NLP_en.vtt 7.4 KB
• 01 - Welcome/004 Course FAQs.html 1.6 KB
• 02 - Installation & Setup/001 Course Installation.mp4 81.1 MB
• 02 - Installation & Setup/001 Course Installation_en.vtt 12.2 KB
• 02 - Installation & Setup/002 Local Installation Steps.html 860 B
• 02 - Installation & Setup/003 Links to Notebooks (As taught in Lectures).html 3.3 KB
• 02 - Installation & Setup/004 Links to Notebooks (More explanatory notebook for refrence).html 3.4 KB
• 02 - Installation & Setup/24056952-requirements.txt 12 B
• 02 - Installation & Setup/external-assets-links.txt 99 B
• 03 - Basics of Natural Language Processing/001 Section _ Introduction.mp4 49 MB
• 03 - Basics of Natural Language Processing/001 Section _ Introduction_en.vtt 2.8 KB
• 03 - Basics of Natural Language Processing/002 Tokenization Basic Part - 1.mp4 73.1 MB
• 03 - Basics of Natural Language Processing/002 Tokenization Basic Part - 1_en.vtt 9.8 KB
• 03 - Basics of Natural Language Processing/003 Tokenization Basic Part - 2.mp4 50.3 MB
• 03 - Basics of Natural Language Processing/003 Tokenization Basic Part - 2_en.vtt 8.4 KB
• 03 - Basics of Natural Language Processing/004 Tokenization Basic Part - 3.mp4 12.7 MB
• 03 - Basics of Natural Language Processing/004 Tokenization Basic Part - 3_en.vtt 3.2 KB
• 03 - Basics of Natural Language Processing/005 Stemming & Lemmatization - 1.mp4 26.8 MB
• 03 - Basics of Natural Language Processing/005 Stemming & Lemmatization - 1_en.vtt 6.6 KB
• 03 - Basics of Natural Language Processing/006 Stemming & Lemmatization - 2.mp4 23.5 MB
• 03 - Basics of Natural Language Processing/006 Stemming & Lemmatization - 2_en.vtt 4.9 KB
• 03 - Basics of Natural Language Processing/007 Stop Words.mp4 32.7 MB
• 03 - Basics of Natural Language Processing/007 Stop Words_en.vtt 6.7 KB
• 03 - Basics of Natural Language Processing/008 Vocabulary and Matching Part - 1.mp4 84.4 MB
• 03 - Basics of Natural Language Processing/008 Vocabulary and Matching Part - 1_en.vtt 9.7 KB
• 03 - Basics of Natural Language Processing/009 Vocabulary and Matching Part - 2 (Rule Based).mp4 72.8 MB
• 03 - Basics of Natural Language Processing/009 Vocabulary and Matching Part - 2 (Rule Based)_en.vtt 8.8 KB
• 03 - Basics of Natural Language Processing/010 Vocabulary and Matching Part - 3 (Phrase Based).mp4 33.1 MB
• 03 - Basics of Natural Language Processing/010 Vocabulary and Matching Part - 3 (Phrase Based)_en.vtt 4 KB
• 03 - Basics of Natural Language Processing/011 Parts of Speech Tagging.mp4 55.7 MB
• 03 - Basics of Natural Language Processing/011 Parts of Speech Tagging_en.vtt 8 KB
• 03 - Basics of Natural Language Processing/012 Named Entity Recognition.mp4 82.9 MB
• 03 - Basics of Natural Language Processing/012 Named Entity Recognition_en.vtt 12.9 KB
• 03 - Basics of Natural Language Processing/013 Sentence Segmentation.mp4 52.9 MB
• 03 - Basics of Natural Language Processing/013 Sentence Segmentation_en.vtt 9 KB
• 03 - Basics of Natural Language Processing/external-assets-links.txt 226 B
• 04 - Project 1 _ Spam Message Classification/001 Business Problem & Dataset.mp4 42.6 MB
• 04 - Project 1 _ Spam Message Classification/001 Business Problem & Dataset_en.vtt 8 KB
• 04 - Project 1 _ Spam Message Classification/002 Data Exploration & Preprocessing.mp4 50.3 MB
• 04 - Project 1 _ Spam Message Classification/002 Data Exploration & Preprocessing_en.vtt 9.5 KB
• 04 - Project 1 _ Spam Message Classification/003 Split Data in Training & Testing.mp4 40.2 MB
• 04 - Project 1 _ Spam Message Classification/003 Split Data in Training & Testing_en.vtt 6.8 KB
• 04 - Project 1 _ Spam Message Classification/004 Apply Random Forest.mp4 63.9 MB
• 04 - Project 1 _ Spam Message Classification/004 Apply Random Forest_en.vtt 12 KB
• 04 - Project 1 _ Spam Message Classification/005 Apply Support vector Machine (SVM).mp4 33.8 MB
• 04 - Project 1 _ Spam Message Classification/005 Apply Support vector Machine (SVM)_en.vtt 4.9 KB
• 04 - Project 1 _ Spam Message Classification/006 Predict Testing Data both model.mp4 16.2 MB
• 04 - Project 1 _ Spam Message Classification/006 Predict Testing Data both model_en.vtt 3.7 KB
• 04 - Project 1 _ Spam Message Classification/25152746-spam.tsv 501.8 KB
• 04 - Project 1 _ Spam Message Classification/external-assets-links.txt 134 B
• 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/001 Business Problem.mp4 25.7 MB
• 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/001 Business Problem_en.vtt 4.5 KB
• 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/002 Cleaning Text Data with NLTK - 1.mp4 49.6 MB
• 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/002 Cleaning Text Data with NLTK - 1_en.vtt 9 KB
• 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/003 Cleaning Text Data with NLTK - 2.mp4 51.3 MB
• 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/003 Cleaning Text Data with NLTK - 2_en.vtt 6.9 KB
• 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/004 Bag of Word Model.mp4 70 MB
• 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/004 Bag of Word Model_en.vtt 10.4 KB
• 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/005 Apply Naive Bayes Algorithm.mp4 28.8 MB
• 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/005 Apply Naive Bayes Algorithm_en.vtt 4.6 KB
• 05 - Project 2 _ Restaurant Review Prediction (Good or bad)/25152756-Restaurant-Reviews.tsv 59.9 KB
• 06 - Project 3 _ IMDB, Amazon and Yelp review Classification/001 Review Classification Part -1.mp4 79.4 MB
• 06 - Project 3 _ IMDB, Amazon and Yelp review Classification/001 Review Classification Part -1_en.vtt 10.9 KB
• 06 - Project 3 _ IMDB, Amazon and Yelp review Classification/002 Review Classification Part - 2.mp4 72.4 MB
• 06 - Project 3 _ IMDB, Amazon and Yelp review Classification/002 Review Classification Part - 2_en.vtt 9.2 KB
• 06 - Project 3 _ IMDB, Amazon and Yelp review Classification/25152800-amazon-cells-labelled.txt 56.9 KB
• 06 - Project 3 _ IMDB, Amazon and Yelp review Classification/25152804-imdb-labelled.txt 83.3 KB
• 06 - Project 3 _ IMDB, Amazon and Yelp review Classification/25152808-yelp-labelled.txt 59.9 KB
• 07 - Project 4 _ Automated Text Summarization/001 Importing the libraries and Dataset.mp4 61.1 MB
• 07 - Project 4 _ Automated Text Summarization/001 Importing the libraries and Dataset_en.vtt 7.7 KB
• 07 - Project 4 _ Automated Text Summarization/002 Create Word Frequency Counter.mp4 42.4 MB
• 07 - Project 4 _ Automated Text Summarization/002 Create Word Frequency Counter_en.vtt 7.4 KB
• 07 - Project 4 _ Automated Text Summarization/003 Calculate Sentence Score.mp4 57.3 MB
• 07 - Project 4 _ Automated Text Summarization/003 Calculate Sentence Score_en.vtt 6.6 KB
• 07 - Project 4 _ Automated Text Summarization/004 Extract summary of document.mp4 27.2 MB
• 07 - Project 4 _ Automated Text Summarization/004 Extract summary of document_en.vtt 3.7 KB
• 08 - Project 5 _ Twitter sentiment Analysis/001 Setting up Twitter Developer application.mp4 49.3 MB
• 08 - Project 5 _ Twitter sentiment Analysis/001 Setting up Twitter Developer application_en.vtt 7.6 KB
• 08 - Project 5 _ Twitter sentiment Analysis/002 Fetch Tweet from Tweeter server.mp4 31 MB
• 08 - Project 5 _ Twitter sentiment Analysis/002 Fetch Tweet from Tweeter server_en.vtt 4 KB
• 08 - Project 5 _ Twitter sentiment Analysis/003 Find Setiment from Tweets.mp4 74.2 MB
• 08 - Project 5 _ Twitter sentiment Analysis/003 Find Setiment from Tweets_en.vtt 10.2 KB
• 09 - Deep Learning Basics/001 The Neuron.mp4 102 MB
• 09 - Deep Learning Basics/001 The Neuron_en.vtt 5.9 KB
• 09 - Deep Learning Basics/002 Activation Function.mp4 156.7 MB
• 09 - Deep Learning Basics/002 Activation Function_en.vtt 8.4 KB
• 09 - Deep Learning Basics/003 Cost Function.mp4 51.8 MB
• 09 - Deep Learning Basics/003 Cost Function_en.vtt 2.7 KB
• 09 - Deep Learning Basics/004 Gradient Descent and Back-Propagation.mp4 74.8 MB
• 09 - Deep Learning Basics/004 Gradient Descent and Back-Propagation_en.vtt 3.9 KB
• 10 - Word Embeddings/001 Introduction to Word Embedding.mp4 146.4 MB
• 10 - Word Embeddings/001 Introduction to Word Embedding_en.vtt 11.7 KB
• 10 - Word Embeddings/002 Train Model for Embedding - I.mp4 71.4 MB
• 10 - Word Embeddings/002 Train Model for Embedding - I_en.vtt 9.3 KB

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