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[ FreeCourseWeb.com ] LiveLessons - Natural Language Processing, 2nd Edition
magnet:?xt=urn:btih:bb08f2ed718008375d004a96d8fe5242ae583cb1&dn=[ FreeCourseWeb.com ] LiveLessons - Natural Language Processing, 2nd Edition
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文件列表详情
bb08f2ed718008375d004a96d8fe5242ae583cb1
infohash:
50
文件数量
1.25 GB
文件大小
2022-1-26 01:24
创建日期
2024-9-29 01:18
最后访问
相关分词
FreeCourseWeb
com
LiveLessons
-
Natural
Language
Processing
2nd
Edition
~Get Your Files Here !/Lesson 1 Text Representation/1.1 One-hot Encoding.mp4 37.4 MB
~Get Your Files Here !/Lesson 1 Text Representation/1.2 Bag of Words.mp4 6.18 MB
~Get Your Files Here !/Lesson 1 Text Representation/1.3 Stop Words.mp4 8.57 MB
~Get Your Files Here !/Lesson 1 Text Representation/1.4 TF-IDF.mp4 19.28 MB
~Get Your Files Here !/Lesson 1 Text Representation/1.5 N-grams.mp4 14.25 MB
~Get Your Files Here !/Lesson 1 Text Representation/1.6 Working with Word Embeddings.mp4 11.93 MB
~Get Your Files Here !/Lesson 1 Text Representation/1.7 Demo.mp4 109.82 MB
~Get Your Files Here !/Lesson 1 Text Representation/Topics.mp4 3.17 MB
~Get Your Files Here !/Lesson 2 Text Cleaning/2.1 Stemming.mp4 17.49 MB
~Get Your Files Here !/Lesson 2 Text Cleaning/2.2 Lemmatization.mp4 14.29 MB
~Get Your Files Here !/Lesson 2 Text Cleaning/2.3 Regular Expressions.mp4 50.28 MB
~Get Your Files Here !/Lesson 2 Text Cleaning/2.4 Text Cleaning Demo.mp4 64.21 MB
~Get Your Files Here !/Lesson 2 Text Cleaning/Topics.mp4 2.17 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 3 Named Entity Recognition/3.2 Chunking.mp4 13.77 MB
~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.3 Chinking.mp4 9.39 MB
~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.4 Named Entity Recognition.mp4 19.22 MB
~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.5 Demo.mp4 77.46 MB
~Get Your Files Here !/Lesson 3 Named Entity Recognition/Topics.mp4 2.51 MB
~Get Your Files Here !/Lesson 4 Topic Modeling/4.1 Explicit Semantic Analysis.mp4 20.76 MB
~Get Your Files Here !/Lesson 4 Topic Modeling/4.2 Document Clustering.mp4 11.7 MB
~Get Your Files Here !/Lesson 4 Topic Modeling/4.3 Latent Semantic Analysis.mp4 17.07 MB
~Get Your Files Here !/Lesson 4 Topic Modeling/4.4 LDA Natural.mp4 14.05 MB
~Get Your Files Here !/Lesson 4 Topic Modeling/4.5 Non-Negative Matrix Factorization.mp4 8.65 MB
~Get Your Files Here !/Lesson 4 Topic Modeling/4.6 Demo.mp4 131.36 MB
~Get Your Files Here !/Lesson 4 Topic Modeling/Topics.mp4 3.68 MB
~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.1 Quantify Words and Feelings.mp4 19.2 MB
~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.2 Negations and Modifiers.mp4 12.54 MB
~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.3 Corpus-based Approaches.mp4 16.76 MB
~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.4 Demo.mp4 68.35 MB
~Get Your Files Here !/Lesson 5 Sentiment Analysis/Topics.mp4 2.56 MB
~Get Your Files Here !/Lesson 6 Text Classification/6.1 Feed Forward Networks.mp4 25.52 MB
~Get Your Files Here !/Lesson 6 Text Classification/6.2 Convolutional Neural Networks.mp4 18.29 MB
~Get Your Files Here !/Lesson 6 Text Classification/6.3 Applications.mp4 17.31 MB
~Get Your Files Here !/Lesson 6 Text Classification/6.4 Demo.mp4 67.5 MB
~Get Your Files Here !/Lesson 6 Text Classification/Topics.mp4 2.39 MB
~Get Your Files Here !/Lesson 7 Sequence Modeling/7.1 Recurrent Neural Networks.mp4 12.4 MB
~Get Your Files Here !/Lesson 7 Sequence Modeling/7.2 Gated Recurrent Unit.mp4 20.05 MB
~Get Your Files Here !/Lesson 7 Sequence Modeling/7.3 Long Short-term Memory.mp4 14.21 MB
~Get Your Files Here !/Lesson 7 Sequence Modeling/7.4 Auto-encoder Models.mp4 15.76 MB
~Get Your Files Here !/Lesson 7 Sequence Modeling/7.5 Demo.mp4 31.07 MB
~Get Your Files Here !/Lesson 7 Sequence Modeling/Topics.mp4 2.59 MB
~Get Your Files Here !/Lesson 8 Applications/8.1 Word2vec Embeddings.mp4 38.57 MB
~Get Your Files Here !/Lesson 8 Applications/8.2 GloVe.mp4 15.68 MB
~Get Your Files Here !/Lesson 8 Applications/8.3 Transfer Learning.mp4 11.09 MB
~Get Your Files Here !/Lesson 8 Applications/8.4 Language Detection.mp4 26.34 MB
~Get Your Files Here !/Lesson 8 Applications/8.5 Demo.mp4 103.98 MB
~Get Your Files Here !/Lesson 8 Applications/Topics.mp4 4.62 MB
~Get Your Files Here !/Natural Language Processing Introduction.mp4 8.48 MB
~Get Your Files Here !/Natural Language Processing Summary.mp4 8.34 MB
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