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Download Natural Language Processing - Embeddings and Text Preprocessing in Python

Natural Language Processing Embeddings and Text Preprocessing in Python

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Natural Language Processing - Embeddings and Text Preprocessing in Python

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Total Size

950.9 MB

Total Files

68

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5C59F53A919A292C810C5D676F232135AFDCD3AB

/Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/

003. Proof that using Jupyter Notebook is the same as not using it.en.srt

0.0 KB

001. How to Code Yourself (part 1).en.srt

23.5 KB

001. How to Code Yourself (part 1).mp4

31.0 MB

002. How to Code Yourself (part 2).en.srt

14.2 KB

002. How to Code Yourself (part 2).mp4

20.0 MB

003. Proof that using Jupyter Notebook is the same as not using it.mp4

36.2 MB

004. How to use Github & Extra Coding Tips (Optional).en.srt

17.0 KB

004. How to use Github & Extra Coding Tips (Optional).mp4

30.6 MB

/Chapter 5 Setting Up Your Environment (AppendixFAQ by Student Request)/

002. Anaconda Environment Setup.mp4

69.7 MB

001. Pre-Installation Check.en.srt

7.1 KB

001. Pre-Installation Check.mp4

11.6 MB

002. Anaconda Environment Setup.en.srt

22.3 KB

003. How to install Numpy, Scipy, Matplotlib, Pandas, and Tensorflow.en.srt

15.7 KB

003. How to install Numpy, Scipy, Matplotlib, Pandas, and Tensorflow.mp4

51.5 MB

/Chapter 1 Welcome/

002. Special Offer.en.srt

1.7 KB

002. Special Offer.mp4

3.3 MB

001. Introduction and Outline.mp4

15.0 MB

001. Introduction and Outline.en.srt

9.1 KB

/Chapter 2 Getting Set Up/

001. Where To Get the Code.en.srt

4.1 KB

001. Where To Get the Code.mp4

7.5 MB

002. How To Succeed in This Course.en.srt

4.8 KB

002. How To Succeed in This Course.mp4

6.6 MB

/Chapter 3 Vector Models and Text Preprocessing/

001. Basic Definitions for NLP.en.srt

6.8 KB

001. Basic Definitions for NLP.mp4

13.1 MB

002. What is a Vector.en.srt

16.4 KB

002. What is a Vector.mp4

26.0 MB

003. Bag of Words.en.srt

3.5 KB

003. Bag of Words.mp4

6.4 MB

004. Count Vectorizer (Theory).en.srt

20.6 KB

004. Count Vectorizer (Theory).mp4

32.1 MB

005. Tokenization.en.srt

21.2 KB

005. Tokenization.mp4

36.8 MB

006. Stopwords.en.srt

6.8 KB

006. Stopwords.mp4

12.2 MB

007. Stemming and Lemmatization.en.srt

17.4 KB

007. Stemming and Lemmatization.mp4

30.6 MB

008. Stemming and Lemmatization Demo.en.srt

15.0 KB

008. Stemming and Lemmatization Demo.mp4

35.6 MB

009. Count Vectorizer (Code).en.srt

20.2 KB

009. Count Vectorizer (Code).mp4

48.9 MB

010. Vector Similarity.en.srt

17.2 KB

010. Vector Similarity.mp4

24.9 MB

011. TF-IDF (Theory).en.srt

19.7 KB

011. TF-IDF (Theory).mp4

31.7 MB

012. (Interactive) Recommender Exercise Prompt.en.srt

3.4 KB

012. (Interactive) Recommender Exercise Prompt.mp4

6.5 MB

013. TF-IDF (Code).en.srt

26.7 KB

013. TF-IDF (Code).mp4

61.5 MB

014. Word-to-Index Mapping.en.srt

14.8 KB

014. Word-to-Index Mapping.mp4

25.5 MB

015. How to Build TF-IDF From Scratch.en.srt

20.2 KB

015. How to Build TF-IDF From Scratch.mp4

39.9 MB

/Chapter 4 Looking Ahead/

001. Neural Word Embeddings.en.srt

14.6 KB

001. Neural Word Embeddings.mp4

23.8 MB

002. Neural Word Embeddings Demo.en.srt

13.4 KB

002. Neural Word Embeddings Demo.mp4

31.7 MB

003. How To Do NLP In Other Languages.en.srt

15.6 KB

003. How To Do NLP In Other Languages.mp4

28.7 MB

004. Vector Models & Text Preprocessing Summary.en.srt

5.3 KB

004. Vector Models & Text Preprocessing Summary.mp4

10.4 MB

/Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/

001. How to Succeed in this Course (Long Version).en.srt

16.4 KB

001. How to Succeed in this Course (Long Version).mp4

18.1 MB

002. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.en.srt

34.6 KB

002. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4

54.4 MB

003. What order should I take your courses in (part 1).en.srt

18.4 KB

003. What order should I take your courses in (part 1).mp4

29.5 MB

004. What order should I take your courses in (part 2).en.srt

26.0 KB

004. What order should I take your courses in (part 2).mp4

39.3 MB

 

Total files 68


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