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LiveLessons - Natural Language Processing, 2nd Edition
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LiveLessons - Natural Language Processing, 2nd Edition
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 5h 24m | Size: 1 GB Natural Language Processing, 2nd Edition About the Publisher Addison-Wesley’s professional titles specialise in the area of computer programming. It is a leading publisher of high-quality and timely information for programmers, developers, engineers, and system administrators. Our mission is to provide educational materials about new technologies and new approaches to current technologies
https://FreeCourseWeb.com
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FILE LIST
Filename
Size
~Get Your Files Here !/Bonus Resources.txt
357 B
~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
6.2 MB
~Get Your Files Here !/Lesson 1 Text Representation/1.3 Stop Words.mp4
8.6 MB
~Get Your Files Here !/Lesson 1 Text Representation/1.4 TF-IDF.mp4
19.3 MB
~Get Your Files Here !/Lesson 1 Text Representation/1.5 N-grams.mp4
14.3 MB
~Get Your Files Here !/Lesson 1 Text Representation/1.6 Working with Word Embeddings.mp4
11.9 MB
~Get Your Files Here !/Lesson 1 Text Representation/1.7 Demo.mp4
109.8 MB
~Get Your Files Here !/Lesson 1 Text Representation/Topics.mp4
3.2 MB
~Get Your Files Here !/Lesson 2 Text Cleaning/2.1 Stemming.mp4
17.5 MB
~Get Your Files Here !/Lesson 2 Text Cleaning/2.2 Lemmatization.mp4
14.3 MB
~Get Your Files Here !/Lesson 2 Text Cleaning/2.3 Regular Expressions.mp4
50.3 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/Topics.mp4
2.2 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
13.8 MB
~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.3 Chinking.mp4
9.4 MB
~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.4 Named Entity Recognition.mp4
19.2 MB
~Get Your Files Here !/Lesson 3 Named Entity Recognition/3.5 Demo.mp4
77.5 MB
~Get Your Files Here !/Lesson 3 Named Entity Recognition/Topics.mp4
2.5 MB
~Get Your Files Here !/Lesson 4 Topic Modeling/4.1 Explicit Semantic Analysis.mp4
20.8 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
17.1 MB
~Get Your Files Here !/Lesson 4 Topic Modeling/4.4 LDA Natural.mp4
14.1 MB
~Get Your Files Here !/Lesson 4 Topic Modeling/4.5 Non-Negative Matrix Factorization.mp4
8.6 MB
~Get Your Files Here !/Lesson 4 Topic Modeling/4.6 Demo.mp4
131.4 MB
~Get Your Files Here !/Lesson 4 Topic Modeling/Topics.mp4
3.7 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
12.5 MB
~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.3 Corpus-based Approaches.mp4
16.8 MB
~Get Your Files Here !/Lesson 5 Sentiment Analysis/5.4 Demo.mp4
68.3 MB
~Get Your Files Here !/Lesson 5 Sentiment Analysis/Topics.mp4
2.6 MB
~Get Your Files Here !/Lesson 6 Text Classification/6.1 Feed Forward Networks.mp4
25.5 MB
~Get Your Files Here !/Lesson 6 Text Classification/6.2 Convolutional Neural Networks.mp4
18.3 MB
~Get Your Files Here !/Lesson 6 Text Classification/6.3 Applications.mp4
17.3 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
2.4 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
20.1 MB
~Get Your Files Here !/Lesson 7 Sequence Modeling/7.3 Long Short-term Memory.mp4
14.2 MB
~Get Your Files Here !/Lesson 7 Sequence Modeling/7.4 Auto-encoder Models.mp4
15.8 MB
~Get Your Files Here !/Lesson 7 Sequence Modeling/7.5 Demo.mp4
31.1 MB
~Get Your Files Here !/Lesson 7 Sequence Modeling/Topics.mp4
2.6 MB
~Get Your Files Here !/Lesson 8 Applications/8.1 Word2vec Embeddings.mp4
38.6 MB
~Get Your Files Here !/Lesson 8 Applications/8.2 GloVe.mp4
15.7 MB
~Get Your Files Here !/Lesson 8 Applications/8.3 Transfer Learning.mp4
11.1 MB
~Get Your Files Here !/Lesson 8 Applications/8.4 Language Detection.mp4
26.3 MB
~Get Your Files Here !/Lesson 8 Applications/8.5 Demo.mp4
104 MB
~Get Your Files Here !/Lesson 8 Applications/Topics.mp4
4.6 MB
~Get Your Files Here !/Natural Language Processing Introduction.mp4
8.5 MB
~Get Your Files Here !/Natural Language Processing Summary.mp4
