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[GigaCourse.Com] Udemy - Machine Learning Natural Language Processing in Python (V2)
magnet:?xt=urn:btih:5ae50a9452a7c3baecefb454ffda49f57ef79756&dn=[GigaCourse.Com] Udemy - Machine Learning Natural Language Processing in Python (V2)
磁力链接详情
Hash值:
5ae50a9452a7c3baecefb454ffda49f57ef79756
点击数:
120
文件大小:
2.89 GB
文件数量:
68
创建日期:
2023-6-16 19:01
最后访问:
2024-5-11 19:14
访问标签:
GigaCourse
Com
Udemy
-
Machine
Learning
Natural
Language
Processing
in
Python
V2
文件列表详情
01 - Introduction/001 Introduction and Outline.mp4 72.97 MB
01 - Introduction/002 Where to get the Code.mp4 62.9 MB
01 - Introduction/003 Are You Beginner, Intermediate, or Advanced All are OK!.mp4 26.66 MB
02 - Vector Models and Text Preprocessing/001 Vector Models & Text Preprocessing Intro.mp4 17.52 MB
02 - Vector Models and Text Preprocessing/002 Basic Definitions for NLP.mp4 28.36 MB
02 - Vector Models and Text Preprocessing/003 What is a Vector.mp4 48.93 MB
02 - Vector Models and Text Preprocessing/004 Bag of Words.mp4 13.85 MB
02 - Vector Models and Text Preprocessing/005 Count Vectorizer (Theory).mp4 57.43 MB
02 - Vector Models and Text Preprocessing/006 Tokenization.mp4 73.51 MB
02 - Vector Models and Text Preprocessing/007 Stopwords.mp4 13.1 MB
02 - Vector Models and Text Preprocessing/008 Stemming and Lemmatization.mp4 57.92 MB
02 - Vector Models and Text Preprocessing/009 Stemming and Lemmatization Demo.mp4 74.84 MB
02 - Vector Models and Text Preprocessing/010 Count Vectorizer (Code).mp4 101.98 MB
02 - Vector Models and Text Preprocessing/011 Vector Similarity.mp4 45.11 MB
02 - Vector Models and Text Preprocessing/012 TF-IDF (Theory).mp4 58.57 MB
02 - Vector Models and Text Preprocessing/013 (Interactive) Recommender Exercise Prompt.mp4 13.38 MB
02 - Vector Models and Text Preprocessing/014 TF-IDF (Code).mp4 124.92 MB
02 - Vector Models and Text Preprocessing/015 Word-to-Index Mapping.mp4 47.58 MB
02 - Vector Models and Text Preprocessing/016 How to Build TF-IDF From Scratch.mp4 79.79 MB
02 - Vector Models and Text Preprocessing/017 Neural Word Embeddings.mp4 45.54 MB
02 - Vector Models and Text Preprocessing/018 Neural Word Embeddings Demo.mp4 66.84 MB
02 - Vector Models and Text Preprocessing/019 Vector Models & Text Preprocessing Summary.mp4 20.85 MB
03 - Probabilistic Models (Introduction)/001 Probabilistic Models (Introduction).mp4 26.91 MB
04 - Markov Models (Intermediate)/001 Markov Models Section Introduction.mp4 13.09 MB
04 - Markov Models (Intermediate)/002 The Markov Property.mp4 32.25 MB
04 - Markov Models (Intermediate)/003 The Markov Model.mp4 45.32 MB
04 - Markov Models (Intermediate)/004 Probability Smoothing and Log-Probabilities.mp4 32.87 MB
04 - Markov Models (Intermediate)/005 Building a Text Classifier (Theory).mp4 28.92 MB
04 - Markov Models (Intermediate)/006 Building a Text Classifier (Exercise Prompt).mp4 16.11 MB
04 - Markov Models (Intermediate)/007 Building a Text Classifier (Code pt 1).mp4 57.68 MB
04 - Markov Models (Intermediate)/008 Building a Text Classifier (Code pt 2).mp4 72.22 MB
04 - Markov Models (Intermediate)/009 Language Model (Theory).mp4 44.96 MB
04 - Markov Models (Intermediate)/010 Language Model (Exercise Prompt).mp4 28.8 MB
04 - Markov Models (Intermediate)/011 Language Model (Code pt 1).mp4 62.83 MB
04 - Markov Models (Intermediate)/012 Language Model (Code pt 2).mp4 52.43 MB
04 - Markov Models (Intermediate)/013 Markov Models Section Summary.mp4 15.56 MB
05 - Article Spinner (Intermediate)/001 Article Spinning - Problem Description.mp4 41.92 MB
05 - Article Spinner (Intermediate)/002 Article Spinning - N-Gram Approach.mp4 15.92 MB
05 - Article Spinner (Intermediate)/003 Article Spinner Exercise Prompt.mp4 24.62 MB
05 - Article Spinner (Intermediate)/004 Article Spinner in Python (pt 1).mp4 95.89 MB
05 - Article Spinner (Intermediate)/005 Article Spinner in Python (pt 2).mp4 75.37 MB
05 - Article Spinner (Intermediate)/006 Case Study Article Spinning Gone Wrong.mp4 28.23 MB
06 - Cipher Decryption (Advanced)/001 Section Introduction.mp4 26.32 MB
06 - Cipher Decryption (Advanced)/002 Ciphers.mp4 17.21 MB
06 - Cipher Decryption (Advanced)/003 Language Models (Review).mp4 65.53 MB
06 - Cipher Decryption (Advanced)/004 Genetic Algorithms.mp4 105.16 MB
06 - Cipher Decryption (Advanced)/005 Code Preparation.mp4 20.63 MB
06 - Cipher Decryption (Advanced)/006 Code pt 1.mp4 15.98 MB
06 - Cipher Decryption (Advanced)/007 Code pt 2.mp4 39.13 MB
06 - Cipher Decryption (Advanced)/008 Code pt 3.mp4 29.54 MB
06 - Cipher Decryption (Advanced)/009 Code pt 4.mp4 25.62 MB
06 - Cipher Decryption (Advanced)/010 Code pt 5.mp4 40.96 MB
06 - Cipher Decryption (Advanced)/011 Code pt 6.mp4 13.31 MB
06 - Cipher Decryption (Advanced)/012 Section Conclusion.mp4 24.24 MB
07 - Machine Learning Models (Introduction)/001 Machine Learning Models (Introduction).mp4 23.36 MB
08 - Spam Detection/001 Spam Detection - Problem Description.mp4 31.33 MB
08 - Spam Detection/002 Naive Bayes Intuition.mp4 51.33 MB
08 - Spam Detection/003 Spam Detection - Exercise Prompt.mp4 8.73 MB
08 - Spam Detection/004 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1).mp4 60.21 MB
08 - Spam Detection/005 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2).mp4 27.32 MB
08 - Spam Detection/006 Spam Detection in Python.mp4 107.6 MB
09 - Sentiment Analysis/001 Sentiment Analysis - Problem Description.mp4 42.7 MB
09 - Sentiment Analysis/002 Logistic Regression Intuition (pt 1).mp4 63.57 MB
09 - Sentiment Analysis/003 Multiclass Logistic Regression (pt 2).mp4 23.61 MB
09 - Sentiment Analysis/004 Logistic Regression Training and Interpretation (pt 3).mp4 39.63 MB
09 - Sentiment Analysis/005 Sentiment Analysis - Exercise Prompt.mp4 16.55 MB
09 - Sentiment Analysis/006 Sentiment Analysis in Python (pt 1).mp4 24.83 MB
09 - Sentiment Analysis/007 Sentiment Analysis in Python (pt 2).mp4 51.96 MB
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