Download Machine Learning: Natural Language Processing in Python (V2) Torrent

Torrent Contents Size: 2.89 GB

Machine Learning: Natural Language Processing in Python (V2)

01 - Introduction

001 Introduction and Outline.mp4	MP4	72.97 MB
001 Introduction and Outline_en.srt	SRT	15.47 KB
002 Where to get the Code.mp4	MP4	62.9 MB
002 Where to get the Code_en.srt	SRT	15.57 KB
003 Are You Beginner, Intermediate, or Advanced All are OK!.mp4	MP4	26.66 MB
003 Are You Beginner, Intermediate, or Advanced All are OK!_en.srt	SRT	7.21 KB
external-assets-links.txt	TXT	223 B

02 - Vector Models and Text Preprocessing

001 Vector Models & Text Preprocessing Intro.mp4	MP4	17.52 MB
001 Vector Models & Text Preprocessing Intro_en.srt	SRT	4.99 KB
002 Basic Definitions for NLP.mp4	MP4	28.36 MB
002 Basic Definitions for NLP_en.srt	SRT	6.66 KB
003 What is a Vector.mp4	MP4	48.93 MB
003 What is a Vector_en.srt	SRT	14.85 KB
004 Bag of Words.mp4	MP4	13.85 MB
004 Bag of Words_en.srt	SRT	3.16 KB
005 Count Vectorizer (Theory).mp4	MP4	57.43 MB
005 Count Vectorizer (Theory)_en.srt	SRT	19.19 KB
006 Tokenization.mp4	MP4	73.51 MB
006 Tokenization_en.srt	SRT	19.84 KB
007 Stopwords.mp4	MP4	13.1 MB
007 Stopwords_en.srt	SRT	6.22 KB
008 Stemming and Lemmatization.mp4	MP4	57.92 MB
008 Stemming and Lemmatization_en.srt	SRT	15.82 KB
009 Stemming and Lemmatization Demo.mp4	MP4	74.84 MB
009 Stemming and Lemmatization Demo_en.srt	SRT	13.9 KB
010 Count Vectorizer (Code).mp4	MP4	101.98 MB
010 Count Vectorizer (Code)_en.srt	SRT	19.13 KB
011 Vector Similarity.mp4	MP4	45.11 MB
011 Vector Similarity_en.srt	SRT	15.16 KB
012 TF-IDF (Theory).mp4	MP4	58.57 MB
012 TF-IDF (Theory)_en.srt	SRT	18.27 KB
013 (Interactive) Recommender Exercise Prompt.mp4	MP4	13.38 MB
013 (Interactive) Recommender Exercise Prompt_en.srt	SRT	3.21 KB
014 TF-IDF (Code).mp4	MP4	124.92 MB
014 TF-IDF (Code)_en.srt	SRT	24.8 KB
015 Word-to-Index Mapping.mp4	MP4	47.58 MB
015 Word-to-Index Mapping_en.srt	SRT	14.8 KB
016 How to Build TF-IDF From Scratch.mp4	MP4	79.79 MB
016 How to Build TF-IDF From Scratch_en.srt	SRT	18.56 KB
017 Neural Word Embeddings.mp4	MP4	45.54 MB
017 Neural Word Embeddings_en.srt	SRT	13.48 KB
018 Neural Word Embeddings Demo.mp4	MP4	66.84 MB
018 Neural Word Embeddings Demo_en.srt	SRT	12.74 KB
019 Vector Models & Text Preprocessing Summary.mp4	MP4	20.85 MB
019 Vector Models & Text Preprocessing Summary_en.srt	SRT	4.8 KB
Download Paid Udemy Courses For Free.url	URL	116 B
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

03 - Probabilistic Models (Introduction)

	001 Probabilistic Models (Introduction).mp4	MP4	26.91 MB
	001 Probabilistic Models (Introduction)_en.srt	SRT	6.28 KB

04 - Markov Models (Intermediate)

001 Markov Models Section Introduction.mp4	MP4	13.09 MB
001 Markov Models Section Introduction_en.srt	SRT	3.46 KB
002 The Markov Property.mp4	MP4	32.25 MB
002 The Markov Property_en.srt	SRT	9.45 KB
003 The Markov Model.mp4	MP4	45.32 MB
003 The Markov Model_en.srt	SRT	16.02 KB
004 Probability Smoothing and Log-Probabilities.mp4	MP4	32.87 MB
004 Probability Smoothing and Log-Probabilities_en.srt	SRT	10.28 KB
005 Building a Text Classifier (Theory).mp4	MP4	28.92 MB
005 Building a Text Classifier (Theory)_en.srt	SRT	9.45 KB
006 Building a Text Classifier (Exercise Prompt).mp4	MP4	16.11 MB
006 Building a Text Classifier (Exercise Prompt)_en.srt	SRT	8.81 KB
007 Building a Text Classifier (Code pt 1).mp4	MP4	57.68 MB
007 Building a Text Classifier (Code pt 1)_en.srt	SRT	11.82 KB
008 Building a Text Classifier (Code pt 2).mp4	MP4	72.22 MB
008 Building a Text Classifier (Code pt 2)_en.srt	SRT	13.81 KB
009 Language Model (Theory).mp4	MP4	44.96 MB
009 Language Model (Theory)_en.srt	SRT	13.29 KB
010 Language Model (Exercise Prompt).mp4	MP4	28.8 MB
010 Language Model (Exercise Prompt)_en.srt	SRT	8.99 KB
011 Language Model (Code pt 1).mp4	MP4	62.83 MB
011 Language Model (Code pt 1)_en.srt	SRT	13.16 KB
012 Language Model (Code pt 2).mp4	MP4	52.43 MB
012 Language Model (Code pt 2)_en.srt	SRT	11.3 KB
013 Markov Models Section Summary.mp4	MP4	15.56 MB
013 Markov Models Section Summary_en.srt	SRT	3.96 KB

05 - Article Spinner (Intermediate)

001 Article Spinning - Problem Description.mp4	MP4	41.92 MB
001 Article Spinning - Problem Description_en.srt	SRT	10.78 KB
002 Article Spinning - N-Gram Approach.mp4	MP4	15.92 MB
002 Article Spinning - N-Gram Approach_en.srt	SRT	5.22 KB
003 Article Spinner Exercise Prompt.mp4	MP4	24.62 MB
003 Article Spinner Exercise Prompt_en.srt	SRT	7.58 KB
004 Article Spinner in Python (pt 1).mp4	MP4	95.89 MB
004 Article Spinner in Python (pt 1)_en.srt	SRT	20.68 KB
005 Article Spinner in Python (pt 2).mp4	MP4	75.37 MB
005 Article Spinner in Python (pt 2)_en.srt	SRT	12.41 KB
006 Case Study Article Spinning Gone Wrong.mp4	MP4	28.23 MB
006 Case Study Article Spinning Gone Wrong_en.srt	SRT	7.56 KB

06 - Cipher Decryption (Advanced)

001 Section Introduction.mp4	MP4	26.32 MB
001 Section Introduction_en.srt	SRT	6.67 KB
002 Ciphers.mp4	MP4	17.21 MB
002 Ciphers_en.srt	SRT	4.8 KB
003 Language Models (Review).mp4	MP4	65.53 MB
003 Language Models (Review)_en.srt	SRT	20.51 KB
004 Genetic Algorithms.mp4	MP4	105.16 MB
004 Genetic Algorithms_en.srt	SRT	29.21 KB
005 Code Preparation.mp4	MP4	20.63 MB
005 Code Preparation_en.srt	SRT	6.74 KB
006 Code pt 1.mp4	MP4	15.98 MB
006 Code pt 1_en.srt	SRT	4.14 KB
007 Code pt 2.mp4	MP4	39.13 MB
007 Code pt 2_en.srt	SRT	9.27 KB
008 Code pt 3.mp4	MP4	29.54 MB
008 Code pt 3_en.srt	SRT	6.15 KB
009 Code pt 4.mp4	MP4	25.62 MB
009 Code pt 4_en.srt	SRT	4.84 KB
010 Code pt 5.mp4	MP4	40.96 MB
010 Code pt 5_en.srt	SRT	8.82 KB
011 Code pt 6.mp4	MP4	13.31 MB
011 Code pt 6_en.srt	SRT	7.24 KB
012 Section Conclusion.mp4	MP4	24.24 MB
012 Section Conclusion_en.srt	SRT	8.3 KB

07 - Machine Learning Models (Introduction)

001 Machine Learning Models (Introduction).mp4	MP4	23.36 MB
001 Machine Learning Models (Introduction)_en.srt	SRT	6.22 KB
Download Paid Udemy Courses For Free.url	URL	116 B
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

08 - Spam Detection

001 Spam Detection - Problem Description.mp4	MP4	31.33 MB
001 Spam Detection - Problem Description_en.srt	SRT	8.72 KB
002 Naive Bayes Intuition.mp4	MP4	51.33 MB
002 Naive Bayes Intuition_en.srt	SRT	15.22 KB
003 Spam Detection - Exercise Prompt.mp4	MP4	8.73 MB
003 Spam Detection - Exercise Prompt_en.srt	SRT	2.63 KB
004 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1).mp4	MP4	60.21 MB
004 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 1)_en.srt	SRT	16.78 KB
005 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2).mp4	MP4	27.32 MB
005 Aside Class Imbalance, ROC, AUC, and F1 Score (pt 2)_en.srt	SRT	14.46 KB
006 Spam Detection in Python.mp4	MP4	107.6 MB
006 Spam Detection in Python_en.srt	SRT	19.27 KB

09 - Sentiment Analysis

001 Sentiment Analysis - Problem Description.mp4	MP4	42.7 MB
001 Sentiment Analysis - Problem Description_en.srt	SRT	9.85 KB
002 Logistic Regression Intuition (pt 1).mp4	MP4	63.57 MB
002 Logistic Regression Intuition (pt 1)_en.srt	SRT	22.53 KB
003 Multiclass Logistic Regression (pt 2).mp4	MP4	23.61 MB
003 Multiclass Logistic Regression (pt 2)_en.srt	SRT	8.46 KB
004 Logistic Regression Training and Interpretation (pt 3).mp4	MP4	39.63 MB
004 Logistic Regression Training and Interpretation (pt 3)_en.srt	SRT	10.83 KB
005 Sentiment Analysis - Exercise Prompt.mp4	MP4	16.55 MB
005 Sentiment Analysis - Exercise Prompt_en.srt	SRT	5.09 KB
006 Sentiment Analysis in Python (pt 1).mp4	MP4	24.83 MB
006 Sentiment Analysis in Python (pt 1)_en.srt	SRT	11.63 KB
007 Sentiment Analysis in Python (pt 2).mp4	MP4	51.96 MB
007 Sentiment Analysis in Python (pt 2)_en.srt	SRT	9.74 KB

10 - Extras

001 Colab Notebooks.html

HTML

572 B

Download Paid Udemy Courses For Free.url

URL

116 B

GetFreeCourses.Co.url

URL

116 B

How you can help GetFreeCourses.Co.txt

TXT

182 B

Description

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Machine Learning: Natural Language Processing in Python (V2)

Torrent Contents Size: 2.89 GB

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