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[FreeCourseSite.com] Udemy - Machine Learning Natural Language Processing in Python (V2)
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2022-1-24 10:10
2024-11-17 08:26
231
2.89 GB
68
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FreeCourseSite
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Udemy
-
Machine
Learning
Natural
Language
Processing
in
Python
V2
文件列表
01 - Introduction/001 Introduction and Outline.mp4
72.97MB
01 - Introduction/002 Where to get the Code.mp4
62.9MB
01 - Introduction/003 Are You Beginner, Intermediate, or Advanced All are OK!.mp4
26.66MB
02 - Vector Models and Text Preprocessing/001 Vector Models & Text Preprocessing Intro.mp4
17.52MB
02 - Vector Models and Text Preprocessing/002 Basic Definitions for NLP.mp4
28.36MB
02 - Vector Models and Text Preprocessing/003 What is a Vector.mp4
48.93MB
02 - Vector Models and Text Preprocessing/004 Bag of Words.mp4
13.85MB
02 - Vector Models and Text Preprocessing/005 Count Vectorizer (Theory).mp4
57.43MB
02 - Vector Models and Text Preprocessing/006 Tokenization.mp4
73.51MB
02 - Vector Models and Text Preprocessing/007 Stopwords.mp4
13.1MB
02 - Vector Models and Text Preprocessing/008 Stemming and Lemmatization.mp4
57.92MB
02 - Vector Models and Text Preprocessing/009 Stemming and Lemmatization Demo.mp4
74.84MB
02 - Vector Models and Text Preprocessing/010 Count Vectorizer (Code).mp4
101.98MB
02 - Vector Models and Text Preprocessing/011 Vector Similarity.mp4
45.11MB
02 - Vector Models and Text Preprocessing/012 TF-IDF (Theory).mp4
58.57MB
02 - Vector Models and Text Preprocessing/013 (Interactive) Recommender Exercise Prompt.mp4
13.38MB
02 - Vector Models and Text Preprocessing/014 TF-IDF (Code).mp4
124.92MB
02 - Vector Models and Text Preprocessing/015 Word-to-Index Mapping.mp4
47.58MB
02 - Vector Models and Text Preprocessing/016 How to Build TF-IDF From Scratch.mp4
79.79MB
02 - Vector Models and Text Preprocessing/017 Neural Word Embeddings.mp4
45.54MB
02 - Vector Models and Text Preprocessing/018 Neural Word Embeddings Demo.mp4
66.84MB
02 - Vector Models and Text Preprocessing/019 Vector Models & Text Preprocessing Summary.mp4
20.85MB
03 - Probabilistic Models (Introduction)/001 Probabilistic Models (Introduction).mp4
26.91MB
04 - Markov Models (Intermediate)/001 Markov Models Section Introduction.mp4
13.09MB
04 - Markov Models (Intermediate)/002 The Markov Property.mp4
32.25MB
04 - Markov Models (Intermediate)/003 The Markov Model.mp4
45.32MB
04 - Markov Models (Intermediate)/004 Probability Smoothing and Log-Probabilities.mp4
32.87MB
04 - Markov Models (Intermediate)/005 Building a Text Classifier (Theory).mp4
28.92MB
04 - Markov Models (Intermediate)/006 Building a Text Classifier (Exercise Prompt).mp4
16.11MB
04 - Markov Models (Intermediate)/007 Building a Text Classifier (Code pt 1).mp4
57.68MB
04 - Markov Models (Intermediate)/008 Building a Text Classifier (Code pt 2).mp4
72.22MB
04 - Markov Models (Intermediate)/009 Language Model (Theory).mp4
44.96MB
04 - Markov Models (Intermediate)/010 Language Model (Exercise Prompt).mp4
28.8MB
04 - Markov Models (Intermediate)/011 Language Model (Code pt 1).mp4
62.83MB
04 - Markov Models (Intermediate)/012 Language Model (Code pt 2).mp4
52.43MB
04 - Markov Models (Intermediate)/013 Markov Models Section Summary.mp4
15.56MB
05 - Article Spinner (Intermediate)/001 Article Spinning - Problem Description.mp4
41.92MB
05 - Article Spinner (Intermediate)/002 Article Spinning - N-Gram Approach.mp4
15.92MB
05 - Article Spinner (Intermediate)/003 Article Spinner Exercise Prompt.mp4
24.62MB
05 - Article Spinner (Intermediate)/004 Article Spinner in Python (pt 1).mp4
95.89MB
05 - Article Spinner (Intermediate)/005 Article Spinner in Python (pt 2).mp4
75.37MB
05 - Article Spinner (Intermediate)/006 Case Study Article Spinning Gone Wrong.mp4
28.23MB
06 - Cipher Decryption (Advanced)/001 Section Introduction.mp4
26.32MB
06 - Cipher Decryption (Advanced)/002 Ciphers.mp4
17.21MB
06 - Cipher Decryption (Advanced)/003 Language Models (Review).mp4
65.53MB
06 - Cipher Decryption (Advanced)/004 Genetic Algorithms.mp4
105.16MB
06 - Cipher Decryption (Advanced)/005 Code Preparation.mp4
20.63MB
06 - Cipher Decryption (Advanced)/006 Code pt 1.mp4
15.98MB
06 - Cipher Decryption (Advanced)/007 Code pt 2.mp4
39.13MB
06 - Cipher Decryption (Advanced)/008 Code pt 3.mp4
29.54MB
06 - Cipher Decryption (Advanced)/009 Code pt 4.mp4
25.62MB
06 - Cipher Decryption (Advanced)/010 Code pt 5.mp4
40.96MB
06 - Cipher Decryption (Advanced)/011 Code pt 6.mp4
13.31MB
06 - Cipher Decryption (Advanced)/012 Section Conclusion.mp4
24.24MB
07 - Machine Learning Models (Introduction)/001 Machine Learning Models (Introduction).mp4
23.36MB
08 - Spam Detection/001 Spam Detection - Problem Description.mp4
31.33MB
08 - Spam Detection/002 Naive Bayes Intuition.mp4
51.33MB
08 - Spam Detection/003 Spam Detection - Exercise Prompt.mp4
8.73MB
08 - Spam Detection/004 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1).mp4
60.21MB
08 - Spam Detection/005 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2).mp4
27.32MB
08 - Spam Detection/006 Spam Detection in Python.mp4
107.6MB
09 - Sentiment Analysis/001 Sentiment Analysis - Problem Description.mp4
42.7MB
09 - Sentiment Analysis/002 Logistic Regression Intuition (pt 1).mp4
63.57MB
09 - Sentiment Analysis/003 Multiclass Logistic Regression (pt 2).mp4
23.61MB
09 - Sentiment Analysis/004 Logistic Regression Training and Interpretation (pt 3).mp4
39.63MB
09 - Sentiment Analysis/005 Sentiment Analysis - Exercise Prompt.mp4
16.55MB
09 - Sentiment Analysis/006 Sentiment Analysis in Python (pt 1).mp4
24.83MB
09 - Sentiment Analysis/007 Sentiment Analysis in Python (pt 2).mp4
51.96MB
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