DevCourseWeb com Udemy Machine Learning Natural Language Processing in Python V2

DevCourseWeb com Udemy Machine Learning Natural Language Processing in Python V2

Name	[ DevCourseWeb.com ] Udemy - Machine Learning - Natural Language Processing in Python (V2)	DOWNLOAD Copy Link
Total Size	3.1 GB
Total Files	140
Last Seen	2024-07-08 23:47
Hash	78D40F3C01086A145F008DD0989255D30BD972E8

/
Get Bonus Downloads Here.url	0.2 KB
/01 - Introduction/
001 Introduction and Outline.mp4	76.5 MB
001 Introduction and Outline_en.srt	15.8 KB
002 Where to get the Code.mp4	66.0 MB
002 Where to get the Code_en.srt	15.9 KB
003 Are You Beginner, Intermediate, or Advanced All are OK!.mp4	28.0 MB
003 Are You Beginner, Intermediate, or Advanced All are OK!_en.srt	7.4 KB
external-assets-links.txt	0.2 KB
/.../02 - Vector Models and Text Preprocessing/
001 Vector Models & Text Preprocessing Intro.mp4	18.4 MB
001 Vector Models & Text Preprocessing Intro_en.srt	5.1 KB
002 Basic Definitions for NLP.mp4	29.7 MB
002 Basic Definitions for NLP_en.srt	6.8 KB
003 What is a Vector.mp4	51.3 MB
003 What is a Vector_en.srt	15.2 KB
004 Bag of Words.mp4	14.5 MB
004 Bag of Words_en.srt	3.2 KB
005 Count Vectorizer (Theory).mp4	60.2 MB
005 Count Vectorizer (Theory)_en.srt	19.6 KB
006 Tokenization.mp4	77.1 MB
006 Tokenization_en.srt	20.3 KB
007 Stopwords.mp4	13.7 MB
007 Stopwords_en.srt	6.4 KB
008 Stemming and Lemmatization.mp4	60.7 MB
008 Stemming and Lemmatization_en.srt	16.2 KB
009 Stemming and Lemmatization Demo.mp4	78.5 MB
009 Stemming and Lemmatization Demo_en.srt	14.2 KB
010 Count Vectorizer (Code).mp4	106.9 MB
010 Count Vectorizer (Code)_en.srt	19.6 KB
011 Vector Similarity.mp4	47.3 MB
011 Vector Similarity_en.srt	15.5 KB
012 TF-IDF (Theory).mp4	61.4 MB
012 TF-IDF (Theory)_en.srt	18.7 KB
013 (Interactive) Recommender Exercise Prompt.mp4	14.0 MB
013 (Interactive) Recommender Exercise Prompt_en.srt	3.3 KB
014 TF-IDF (Code).mp4	131.0 MB
014 TF-IDF (Code)_en.srt	25.4 KB
015 Word-to-Index Mapping.mp4	49.9 MB
015 Word-to-Index Mapping_en.srt	15.2 KB
016 How to Build TF-IDF From Scratch.mp4	83.7 MB
016 How to Build TF-IDF From Scratch_en.srt	19.0 KB
017 Neural Word Embeddings.mp4	47.8 MB
017 Neural Word Embeddings_en.srt	13.8 KB
018 Neural Word Embeddings Demo.mp4	70.1 MB
018 Neural Word Embeddings Demo_en.srt	13.0 KB
019 Vector Models & Text Preprocessing Summary.mp4	21.9 MB
019 Vector Models & Text Preprocessing Summary_en.srt	4.9 KB
/.../03 - Probabilistic Models (Introduction)/
001 Probabilistic Models (Introduction).mp4	28.2 MB
001 Probabilistic Models (Introduction)_en.srt	6.4 KB
/.../04 - Markov Models (Intermediate)/
001 Markov Models Section Introduction.mp4	13.7 MB
001 Markov Models Section Introduction_en.srt	3.5 KB
002 The Markov Property.mp4	33.8 MB
002 The Markov Property_en.srt	9.7 KB
003 The Markov Model.mp4	47.5 MB
003 The Markov Model_en.srt	16.4 KB
004 Probability Smoothing and Log-Probabilities.mp4	34.5 MB
004 Probability Smoothing and Log-Probabilities_en.srt	10.5 KB
005 Building a Text Classifier (Theory).mp4	30.3 MB
005 Building a Text Classifier (Theory)_en.srt	9.7 KB
006 Building a Text Classifier (Exercise Prompt).mp4	16.9 MB
006 Building a Text Classifier (Exercise Prompt)_en.srt	9.0 KB
007 Building a Text Classifier (Code pt 1).mp4	60.5 MB
007 Building a Text Classifier (Code pt 1)_en.srt	12.1 KB
008 Building a Text Classifier (Code pt 2).mp4	75.7 MB
008 Building a Text Classifier (Code pt 2)_en.srt	14.1 KB
009 Language Model (Theory).mp4	47.1 MB
009 Language Model (Theory)_en.srt	13.6 KB
010 Language Model (Exercise Prompt).mp4	30.2 MB
010 Language Model (Exercise Prompt)_en.srt	9.2 KB
011 Language Model (Code pt 1).mp4	65.9 MB
011 Language Model (Code pt 1)_en.srt	13.5 KB
012 Language Model (Code pt 2).mp4	55.0 MB
012 Language Model (Code pt 2)_en.srt	11.6 KB
013 Markov Models Section Summary.mp4	16.3 MB
013 Markov Models Section Summary_en.srt	4.1 KB
/.../05 - Article Spinner (Intermediate)/
001 Article Spinning - Problem Description.mp4	44.0 MB
001 Article Spinning - Problem Description_en.srt	11.0 KB
002 Article Spinning - N-Gram Approach.mp4	16.7 MB
002 Article Spinning - N-Gram Approach_en.srt	5.3 KB
003 Article Spinner Exercise Prompt.mp4	25.8 MB
003 Article Spinner Exercise Prompt_en.srt	7.8 KB
004 Article Spinner in Python (pt 1).mp4	100.6 MB
004 Article Spinner in Python (pt 1)_en.srt	21.2 KB
005 Article Spinner in Python (pt 2).mp4	79.0 MB
005 Article Spinner in Python (pt 2)_en.srt	12.7 KB
006 Case Study Article Spinning Gone Wrong.mp4	29.6 MB
006 Case Study Article Spinning Gone Wrong_en.srt	7.7 KB
/.../06 - Cipher Decryption (Advanced)/
001 Section Introduction.mp4	27.6 MB
001 Section Introduction_en.srt	6.8 KB
002 Ciphers.mp4	18.0 MB
002 Ciphers_en.srt	4.9 KB
003 Language Models (Review).mp4	68.7 MB
003 Language Models (Review)_en.srt	21.0 KB
004 Genetic Algorithms.mp4	110.3 MB
004 Genetic Algorithms_en.srt	29.9 KB
005 Code Preparation.mp4	21.6 MB
005 Code Preparation_en.srt	6.9 KB
006 Code pt 1.mp4	16.8 MB
006 Code pt 1_en.srt	4.2 KB
007 Code pt 2.mp4	41.0 MB
007 Code pt 2_en.srt	9.5 KB
008 Code pt 3.mp4	31.0 MB
008 Code pt 3_en.srt	6.3 KB
009 Code pt 4.mp4	26.9 MB
009 Code pt 4_en.srt	5.0 KB
010 Code pt 5.mp4	42.9 MB
010 Code pt 5_en.srt	9.0 KB
011 Code pt 6.mp4	14.0 MB
011 Code pt 6_en.srt	7.4 KB
012 Section Conclusion.mp4	25.4 MB
012 Section Conclusion_en.srt	8.5 KB
/.../07 - Machine Learning Models (Introduction)/
001 Machine Learning Models (Introduction).mp4	24.5 MB
001 Machine Learning Models (Introduction)_en.srt	6.4 KB
/.../08 - Spam Detection/
001 Spam Detection - Problem Description.mp4	32.9 MB
001 Spam Detection - Problem Description_en.srt	8.9 KB
002 Naive Bayes Intuition.mp4	53.8 MB
002 Naive Bayes Intuition_en.srt	15.6 KB
003 Spam Detection - Exercise Prompt.mp4	9.2 MB
003 Spam Detection - Exercise Prompt_en.srt	2.7 KB
004 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1).mp4	63.1 MB
004 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1)_en.srt	17.2 KB
005 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2).mp4	28.7 MB
005 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2)_en.srt	14.8 KB
006 Spam Detection in Python.mp4	112.8 MB
006 Spam Detection in Python_en.srt	19.7 KB
/.../09 - Sentiment Analysis/
001 Sentiment Analysis - Problem Description.mp4	44.8 MB
001 Sentiment Analysis - Problem Description_en.srt	10.1 KB
002 Logistic Regression Intuition (pt 1).mp4	66.7 MB
002 Logistic Regression Intuition (pt 1)_en.srt	23.1 KB
003 Multiclass Logistic Regression (pt 2).mp4	24.8 MB
003 Multiclass Logistic Regression (pt 2)_en.srt	8.7 KB
004 Logistic Regression Training and Interpretation (pt 3).mp4	41.6 MB
004 Logistic Regression Training and Interpretation (pt 3)_en.srt	11.1 KB
005 Sentiment Analysis - Exercise Prompt.mp4	17.4 MB
005 Sentiment Analysis - Exercise Prompt_en.srt	5.2 KB
006 Sentiment Analysis in Python (pt 1).mp4	26.0 MB
006 Sentiment Analysis in Python (pt 1)_en.srt	11.9 KB
007 Sentiment Analysis in Python (pt 2).mp4	54.5 MB
007 Sentiment Analysis in Python (pt 2)_en.srt	10.0 KB
/10 - Extras/
001 Colab Notebooks.html	0.6 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 140