Natural Language Processing - Embeddings and Text Preprocessing in Python
大小906.88 MB
文件数68
Info Hash:5C59F53A919A292C810C5D676F232135AFDCD3AB
收录时间2026-01-01 08:17:21
更新时间2026-01-01 08:59:25
文件列表 (68)
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 B
Chapter 5 Setting Up Your Environment (AppendixFAQ by Student Request)/002. Anaconda Environment Setup.mp4
66.43 MB
Chapter 1 Welcome/002. Special Offer.en.srt
1.67 KB
Chapter 1 Welcome/002. Special Offer.mp4
3.16 MB
Chapter 2 Getting Set Up/001. Where To Get the Code.en.srt
4.01 KB
Chapter 2 Getting Set Up/001. Where To Get the Code.mp4
7.13 MB
Chapter 2 Getting Set Up/002. How To Succeed in This Course.en.srt
4.64 KB
Chapter 2 Getting Set Up/002. How To Succeed in This Course.mp4
6.33 MB
Chapter 3 Vector Models and Text Preprocessing/001. Basic Definitions for NLP.en.srt
6.64 KB
Chapter 3 Vector Models and Text Preprocessing/001. Basic Definitions for NLP.mp4
12.45 MB
Chapter 3 Vector Models and Text Preprocessing/002. What is a Vector.en.srt
16.03 KB
Chapter 3 Vector Models and Text Preprocessing/002. What is a Vector.mp4
24.82 MB
Chapter 3 Vector Models and Text Preprocessing/003. Bag of Words.en.srt
3.46 KB
Chapter 3 Vector Models and Text Preprocessing/003. Bag of Words.mp4
6.08 MB
Chapter 3 Vector Models and Text Preprocessing/004. Count Vectorizer (Theory).en.srt
20.15 KB
Chapter 3 Vector Models and Text Preprocessing/004. Count Vectorizer (Theory).mp4
30.63 MB
Chapter 3 Vector Models and Text Preprocessing/005. Tokenization.en.srt
20.73 KB
Chapter 3 Vector Models and Text Preprocessing/005. Tokenization.mp4
35.07 MB
Chapter 3 Vector Models and Text Preprocessing/006. Stopwords.en.srt
6.63 KB
Chapter 3 Vector Models and Text Preprocessing/006. Stopwords.mp4
11.59 MB
Chapter 3 Vector Models and Text Preprocessing/007. Stemming and Lemmatization.en.srt
16.96 KB
Chapter 3 Vector Models and Text Preprocessing/007. Stemming and Lemmatization.mp4
29.14 MB
Chapter 3 Vector Models and Text Preprocessing/008. Stemming and Lemmatization Demo.en.srt
14.67 KB
Chapter 3 Vector Models and Text Preprocessing/008. Stemming and Lemmatization Demo.mp4
34 MB
Chapter 3 Vector Models and Text Preprocessing/009. Count Vectorizer (Code).en.srt
19.71 KB
Chapter 3 Vector Models and Text Preprocessing/009. Count Vectorizer (Code).mp4
46.6 MB
Chapter 3 Vector Models and Text Preprocessing/010. Vector Similarity.en.srt
16.81 KB
Chapter 3 Vector Models and Text Preprocessing/010. Vector Similarity.mp4
23.71 MB
Chapter 3 Vector Models and Text Preprocessing/011. TF-IDF (Theory).en.srt
19.25 KB
Chapter 3 Vector Models and Text Preprocessing/011. TF-IDF (Theory).mp4
30.2 MB
Chapter 3 Vector Models and Text Preprocessing/012. (Interactive) Recommender Exercise Prompt.en.srt
3.35 KB
Chapter 3 Vector Models and Text Preprocessing/012. (Interactive) Recommender Exercise Prompt.mp4
6.24 MB
Chapter 3 Vector Models and Text Preprocessing/013. TF-IDF (Code).en.srt
26.12 KB
Chapter 3 Vector Models and Text Preprocessing/013. TF-IDF (Code).mp4
58.64 MB
Chapter 3 Vector Models and Text Preprocessing/014. Word-to-Index Mapping.en.srt
14.47 KB
Chapter 3 Vector Models and Text Preprocessing/014. Word-to-Index Mapping.mp4
24.31 MB
Chapter 3 Vector Models and Text Preprocessing/015. How to Build TF-IDF From Scratch.en.srt
19.73 KB
Chapter 3 Vector Models and Text Preprocessing/015. How to Build TF-IDF From Scratch.mp4
38.1 MB
Chapter 4 Looking Ahead/001. Neural Word Embeddings.en.srt
14.22 KB
Chapter 4 Looking Ahead/001. Neural Word Embeddings.mp4
22.67 MB
Chapter 4 Looking Ahead/002. Neural Word Embeddings Demo.en.srt
13.07 KB
Chapter 4 Looking Ahead/002. Neural Word Embeddings Demo.mp4
30.25 MB
Chapter 4 Looking Ahead/003. How To Do NLP In Other Languages.en.srt
15.23 KB
Chapter 4 Looking Ahead/003. How To Do NLP In Other Languages.mp4
27.41 MB
Chapter 4 Looking Ahead/004. Vector Models & Text Preprocessing Summary.en.srt
5.21 KB
Chapter 4 Looking Ahead/004. Vector Models & Text Preprocessing Summary.mp4
9.94 MB
Chapter 5 Setting Up Your Environment (AppendixFAQ by Student Request)/001. Pre-Installation Check.en.srt
6.94 KB
Chapter 5 Setting Up Your Environment (AppendixFAQ by Student Request)/001. Pre-Installation Check.mp4
11.04 MB
Chapter 5 Setting Up Your Environment (AppendixFAQ by Student Request)/002. Anaconda Environment Setup.en.srt
21.73 KB
Chapter 1 Welcome/001. Introduction and Outline.mp4
14.34 MB
Chapter 5 Setting Up Your Environment (AppendixFAQ by Student Request)/003. How to install Numpy, Scipy, Matplotlib, Pandas, and Tensorflow.en.srt
15.34 KB
Chapter 5 Setting Up Your Environment (AppendixFAQ by Student Request)/003. How to install Numpy, Scipy, Matplotlib, Pandas, and Tensorflow.mp4
49.08 MB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/001. How to Code Yourself (part 1).en.srt
22.9 KB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/001. How to Code Yourself (part 1).mp4
29.57 MB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/002. How to Code Yourself (part 2).en.srt
13.87 KB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/002. How to Code Yourself (part 2).mp4
19.07 MB
Chapter 1 Welcome/001. Introduction and Outline.en.srt
8.93 KB
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.mp4
34.49 MB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/004. How to use Github & Extra Coding Tips (Optional).en.srt
16.6 KB
Chapter 6 Extra Help With Python Coding for Beginners (AppendixFAQ by Student Request)/004. How to use Github & Extra Coding Tips (Optional).mp4
29.18 MB
Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/001. How to Succeed in this Course (Long Version).en.srt
15.98 KB
Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/001. How to Succeed in this Course (Long Version).mp4
17.28 MB
Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/002. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.en.srt
33.78 KB
Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/002. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
51.85 MB
Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/003. What order should I take your courses in (part 1).en.srt
17.99 KB
Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/003. What order should I take your courses in (part 1).mp4
28.15 MB
Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/004. What order should I take your courses in (part 2).en.srt
25.35 KB
Chapter 7 Effective Learning Strategies for Machine Learning (AppendixFAQ by Student Request)/004. What order should I take your courses in (part 2).mp4