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种子名称： [ FreeCourseWeb.com ] LiveLessons - Natural Language Processing, 2nd Edition
文件类型： 视频
文件数目： 50个文件
文件大小： 1.25 GB
收录时间： 2022-1-26 01:24
已经下载： 3次
资源热度： 146
最近下载： 2024-5-31 04:15

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[ FreeCourseWeb.com ] LiveLessons - Natural Language Processing, 2nd Edition.torrent

~Get Your Files Here !/Lesson 1 Text Representation/1.1 One-hot Encoding.mp437.4MB

~Get Your Files Here !/Lesson 1 Text Representation/1.2 Bag of Words.mp46.18MB

~Get Your Files Here !/Lesson 1 Text Representation/1.3 Stop Words.mp48.57MB

~Get Your Files Here !/Lesson 1 Text Representation/1.4 TF-IDF.mp419.28MB

~Get Your Files Here !/Lesson 1 Text Representation/1.5 N-grams.mp414.25MB

~Get Your Files Here !/Lesson 1 Text Representation/1.6 Working with Word Embeddings.mp411.93MB

~Get Your Files Here !/Lesson 1 Text Representation/1.7 Demo.mp4109.82MB

~Get Your Files Here !/Lesson 1 Text Representation/Topics.mp43.17MB

~Get Your Files Here !/Lesson 2 Text Cleaning/2.1 Stemming.mp417.49MB

~Get Your Files Here !/Lesson 2 Text Cleaning/2.2 Lemmatization.mp414.29MB

~Get Your Files Here !/Lesson 2 Text Cleaning/2.3 Regular Expressions.mp450.28MB

~Get Your Files Here !/Lesson 2 Text Cleaning/2.4 Text Cleaning Demo.mp464.21MB

~Get Your Files Here !/Lesson 2 Text Cleaning/Topics.mp42.17MB

~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.1 Part of Speech Tagging.mp424.2MB

~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.2 Chunking.mp413.77MB

~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.3 Chinking.mp49.39MB

~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.4 Named Entity Recognition.mp419.22MB

~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.5 Demo.mp477.46MB

~Get Your Files Here !/Lesson 3 Named Entity Recognition/Topics.mp42.51MB

~Get Your Files Here !/Lesson 4 Topic Modeling/4.1 Explicit Semantic Analysis.mp420.76MB

~Get Your Files Here !/Lesson 4 Topic Modeling/4.2 Document Clustering.mp411.7MB

~Get Your Files Here !/Lesson 4 Topic Modeling/4.3 Latent Semantic Analysis.mp417.07MB

~Get Your Files Here !/Lesson 4 Topic Modeling/4.4 LDA Natural.mp414.05MB

~Get Your Files Here !/Lesson 4 Topic Modeling/4.5 Non-Negative Matrix Factorization.mp48.65MB

~Get Your Files Here !/Lesson 4 Topic Modeling/4.6 Demo.mp4131.36MB

~Get Your Files Here !/Lesson 4 Topic Modeling/Topics.mp43.68MB

~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.1 Quantify Words and Feelings.mp419.2MB

~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.2 Negations and Modifiers.mp412.54MB

~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.3 Corpus-based Approaches.mp416.76MB

~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.4 Demo.mp468.35MB

~Get Your Files Here !/Lesson 5 Sentiment Analysis/Topics.mp42.56MB

~Get Your Files Here !/Lesson 6 Text Classification/6.1 Feed Forward Networks.mp425.52MB

~Get Your Files Here !/Lesson 6 Text Classification/6.2 Convolutional Neural Networks.mp418.29MB

~Get Your Files Here !/Lesson 6 Text Classification/6.3 Applications.mp417.31MB

~Get Your Files Here !/Lesson 6 Text Classification/6.4 Demo.mp467.5MB

~Get Your Files Here !/Lesson 6 Text Classification/Topics.mp42.39MB

~Get Your Files Here !/Lesson 7 Sequence Modeling/7.1 Recurrent Neural Networks.mp412.4MB

~Get Your Files Here !/Lesson 7 Sequence Modeling/7.2 Gated Recurrent Unit.mp420.05MB

~Get Your Files Here !/Lesson 7 Sequence Modeling/7.3 Long Short-term Memory.mp414.21MB

~Get Your Files Here !/Lesson 7 Sequence Modeling/7.4 Auto-encoder Models.mp415.76MB

~Get Your Files Here !/Lesson 7 Sequence Modeling/7.5 Demo.mp431.07MB

~Get Your Files Here !/Lesson 7 Sequence Modeling/Topics.mp42.59MB

~Get Your Files Here !/Lesson 8 Applications/8.1 Word2vec Embeddings.mp438.57MB

~Get Your Files Here !/Lesson 8 Applications/8.2 GloVe.mp415.68MB

~Get Your Files Here !/Lesson 8 Applications/8.3 Transfer Learning.mp411.09MB

~Get Your Files Here !/Lesson 8 Applications/8.4 Language Detection.mp426.34MB

~Get Your Files Here !/Lesson 8 Applications/8.5 Demo.mp4103.98MB

~Get Your Files Here !/Lesson 8 Applications/Topics.mp44.62MB

~Get Your Files Here !/Natural Language Processing Introduction.mp48.48MB

~Get Your Files Here !/Natural Language Processing Summary.mp48.34MB