Python3の「NLTK」で自然言語処理プログラミングを学べるYoutubeチュートリアル動画
Pythonを使ったプログラミングで,
自然言語処理・テキストマイニングを勉強できるYoutube動画。
使っているライブラリはNLTK(Natural Language ToolKit)。
動画の情報
sentdexさんによる顔出しコーディング動画の
「NLTK with Python 3 for Natural Language Processing」シリーズ。
動画リスト(前半)
- 1. Natural Language Processing With Python and NLTK p.1 Tokenizing words and Sentences
- 2. Stop Words - Natural Language Processing With Python and NLTK p.2
- 3. Stemming - Natural Language Processing With Python and NLTK p.3
- 4. Part of Speech Tagging - Natural Language Processing With Python and NLTK p.4
- 5. Chunking - Natural Language Processing With Python and NLTK p.5
- 6. Chinking - Natural Language Processing With Python and NLTK p.6
- 7. Named Entity Recognition - Natural Language Processing With Python and NLTK p.7
- 8. Lemmatizing - Natural Language Processing With Python and NLTK p.8
- 9. NLTK Corpora - Natural Language Processing With Python and NLTK p.9
- 10. WordNet - Natural Language Processing With Python and NLTK p.10
動画リスト(後半)
- 11. Text Classification - Natural Language Processing With Python and NLTK p.11
- 12. Words as Features for Learning - Natural Language Processing With Python and NLTK p.12
- 13. Naive Bayes - Natural Language Processing With Python and NLTK p.13
- 14. Save Classifier with Pickle - Natural Language Processing With Python and NLTK p.14
- 15. Scikit-Learn incorporation - Natural Language Processing With Python and NLTK p.15
- 16. Combining Algos with a Vote - Natural Language Processing With Python and NLTK p.16
- 17. Investigating Bias - Natural Language Processing With Python and NLTK p.17
- 18. Better training data - Natural Language Processing With Python and NLTK p.18
- 19. Sentiment Analysis Module - Natural Language Processing With Python and NLTK p.19
- 20. Twitter Sentiment Analysis - Natural Language Processing With Python and NLTK p.20
- 21. Graphing Live Twitter Sentiment - Language Processing With Python and NLTK p.21