[ FreeCourseWeb.com ] LiveLessons - Natural Language Processing, 2nd Edition
File List
- ~Get Your Files Here !/Lesson 4 Topic Modeling/4.6 Demo.mp4 131.4 MB
- ~Get Your Files Here !/Lesson 1 Text Representation/1.7 Demo.mp4 109.8 MB
- ~Get Your Files Here !/Lesson 8 Applications/8.5 Demo.mp4 104.0 MB
- ~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.5 Demo.mp4 77.5 MB
- ~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.4 Demo.mp4 68.3 MB
- ~Get Your Files Here !/Lesson 6 Text Classification/6.4 Demo.mp4 67.5 MB
- ~Get Your Files Here !/Lesson 2 Text Cleaning/2.4 Text Cleaning Demo.mp4 64.2 MB
- ~Get Your Files Here !/Lesson 2 Text Cleaning/2.3 Regular Expressions.mp4 50.3 MB
- ~Get Your Files Here !/Lesson 8 Applications/8.1 Word2vec Embeddings.mp4 38.6 MB
- ~Get Your Files Here !/Lesson 1 Text Representation/1.1 One-hot Encoding.mp4 37.4 MB
- ~Get Your Files Here !/Lesson 7 Sequence Modeling/7.5 Demo.mp4 31.1 MB
- ~Get Your Files Here !/Lesson 8 Applications/8.4 Language Detection.mp4 26.3 MB
- ~Get Your Files Here !/Lesson 6 Text Classification/6.1 Feed Forward Networks.mp4 25.5 MB
- ~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.1 Part of Speech Tagging.mp4 24.2 MB
- ~Get Your Files Here !/Lesson 4 Topic Modeling/4.1 Explicit Semantic Analysis.mp4 20.8 MB
- ~Get Your Files Here !/Lesson 7 Sequence Modeling/7.2 Gated Recurrent Unit.mp4 20.1 MB
- ~Get Your Files Here !/Lesson 1 Text Representation/1.4 TF-IDF.mp4 19.3 MB
- ~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.4 Named Entity Recognition.mp4 19.2 MB
- ~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.1 Quantify Words and Feelings.mp4 19.2 MB
- ~Get Your Files Here !/Lesson 6 Text Classification/6.2 Convolutional Neural Networks.mp4 18.3 MB
- ~Get Your Files Here !/Lesson 2 Text Cleaning/2.1 Stemming.mp4 17.5 MB
- ~Get Your Files Here !/Lesson 6 Text Classification/6.3 Applications.mp4 17.3 MB
- ~Get Your Files Here !/Lesson 4 Topic Modeling/4.3 Latent Semantic Analysis.mp4 17.1 MB
- ~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.3 Corpus-based Approaches.mp4 16.8 MB
- ~Get Your Files Here !/Lesson 7 Sequence Modeling/7.4 Auto-encoder Models.mp4 15.8 MB
- ~Get Your Files Here !/Lesson 8 Applications/8.2 GloVe.mp4 15.7 MB
- ~Get Your Files Here !/Lesson 2 Text Cleaning/2.2 Lemmatization.mp4 14.3 MB
- ~Get Your Files Here !/Lesson 1 Text Representation/1.5 N-grams.mp4 14.3 MB
- ~Get Your Files Here !/Lesson 7 Sequence Modeling/7.3 Long Short-term Memory.mp4 14.2 MB
- ~Get Your Files Here !/Lesson 4 Topic Modeling/4.4 LDA Natural.mp4 14.1 MB
- ~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.2 Chunking.mp4 13.8 MB
- ~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.2 Negations and Modifiers.mp4 12.5 MB
- ~Get Your Files Here !/Lesson 7 Sequence Modeling/7.1 Recurrent Neural Networks.mp4 12.4 MB
- ~Get Your Files Here !/Lesson 1 Text Representation/1.6 Working with Word Embeddings.mp4 11.9 MB
- ~Get Your Files Here !/Lesson 4 Topic Modeling/4.2 Document Clustering.mp4 11.7 MB
- ~Get Your Files Here !/Lesson 8 Applications/8.3 Transfer Learning.mp4 11.1 MB
- ~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.3 Chinking.mp4 9.4 MB
- ~Get Your Files Here !/Lesson 4 Topic Modeling/4.5 Non-Negative Matrix Factorization.mp4 8.6 MB
- ~Get Your Files Here !/Lesson 1 Text Representation/1.3 Stop Words.mp4 8.6 MB
- ~Get Your Files Here !/Natural Language Processing Introduction.mp4 8.5 MB
- ~Get Your Files Here !/Natural Language Processing Summary.mp4 8.3 MB
- ~Get Your Files Here !/Lesson 1 Text Representation/1.2 Bag of Words.mp4 6.2 MB
- ~Get Your Files Here !/Lesson 8 Applications/Topics.mp4 4.6 MB
- ~Get Your Files Here !/Lesson 4 Topic Modeling/Topics.mp4 3.7 MB
- ~Get Your Files Here !/Lesson 1 Text Representation/Topics.mp4 3.2 MB
- ~Get Your Files Here !/Lesson 7 Sequence Modeling/Topics.mp4 2.6 MB
- ~Get Your Files Here !/Lesson 5 Sentiment Analysis/Topics.mp4 2.6 MB
- ~Get Your Files Here !/Lesson 3 Named Entity Recognition/Topics.mp4 2.5 MB
- ~Get Your Files Here !/Lesson 6 Text Classification/Topics.mp4 2.4 MB
- ~Get Your Files Here !/Lesson 2 Text Cleaning/Topics.mp4 2.2 MB
- ~Get Your Files Here !/Bonus Resources.txt 357 bytes
- Get Bonus Downloads Here.url 183 bytes
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