Natural Language Processing Embeddings and Text Preprocessing in Python

Natural Language Processing Embeddings and Text Preprocessing in Python

Name	Natural Language Processing - Embeddings and Text Preprocessing in Python	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	950.9 MB
Total Files	68
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Hash	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