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[ FreeCourseWeb com ] Artificial Intelligence with Python - Udemy
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01 Introduction
001 Introduction to Predictive Analysis.en.srt
001 Introduction to Predictive Analysis.mp4
002 Random Forest and Extremely Random Forest.en.srt
002 Random Forest and Extremely Random Forest.mp4
02 Class Imbalance and Grid Search
001 Dealing with Class Imbalance.en.srt
001 Dealing with Class Imbalance.mp4
002 Grid Search.en.srt
002 Grid Search.mp4
03 Adaboost Regressor
001 Adaboost Regressor.en.srt
001 Adaboost Regressor.mp4
002 Predicting Traffic Using Extremely Random Forest Regressor.en.srt
002 Predicting Traffic Using Extremely Random Forest Regressor.mp4
003 Traffic Prediction.en.srt
003 Traffic Prediction.mp4
003 Traffic Prediction.mp4.vtx
04 Detecting patterns with Unsupervised Learning
001 Detecting patterns with Unsupervised Learning.en.srt
001 Detecting patterns with Unsupervised Learning.mp4
002 Clustering.en.srt
002 Clustering.mp4
003 Clustering Meanshift.en.srt
003 Clustering Meanshift.mp4
004 Clustering Meanshift Continues.en.srt
004 Clustering Meanshift Continues.mp4
05 Affinity Propagation Model
001 Affinity Propagation Model.en.srt
001 Affinity Propagation Model.mp4
002 Affinity Propagation Model Continues.en.srt
002 Affinity Propagation Model Continues.mp4
06 Clustering Quality
001 Clustering Quality.en.srt
001 Clustering Quality.mp4
002 Program of Clustering Quality.en.srt
002 Program of Clustering Quality.mp4
07 Gaussian Mixture Model
001 Gaussian Mixture Model.en.srt
001 Gaussian Mixture Model.mp4
002 Program of Gaussian Mixture Model.en.srt
002 Program of Gaussian Mixture Model.mp4
08 Classifiers
001 Classification in Artificial Intelligence.en.srt
001 Classification in Artificial Intelligence.mp4
002 Processing Data.en.srt
002 Processing Data.mp4
003 Logistic Regression Classifier.en.srt
003 Logistic Regression Classifier.mp4
004 Logistic Regression Classifier Example Using Python.en.srt
004 Logistic Regression Classifier Example Using Python.mp4
005 Naive Bayes Classifier and its Examples.en.srt
005 Naive Bayes Classifier and its Examples.mp4
006 Confusion Matrix.en.srt
006 Confusion Matrix.mp4
007 Example os Confusion Matrix.en.srt
007 Example os Confusion Matrix.mp4
008 Support Vector Machines Classifier(SVM).en.srt
008 Support Vector Machines Classifier(SVM).mp4
009 SVM Classifier Examples.en.srt
009 SVM Classifier Examples.mp4
09 Logic Programming
001 Concept of Logic Programming.en.srt
001 Concept of Logic Programming.mp4
002 Matching the Mathematical Expression.en.srt
002 Matching the Mathematical Expression.mp4
003 Parsing Family Tree and its Example.en.srt
003 Parsing Family Tree and its Example.mp4
004 Analyzing Geography Logic Programming.en.srt
004 Analyzing Geography Logic Programming.mp4
005 Puzzle Solver and its Example.en.srt
005 Puzzle Solver and its Example.mp4
10 Heuristic Search
001 What is Heuristic Search.en.srt
001 What is Heuristic Search.mp4
002 Local Search Technique.en.srt
002 Local Search Technique.mp4
003 Constraint Satisfaction Problem.en.srt
003 Constraint Satisfaction Problem.mp4
004 Region Coloring Problem.en.srt
004 Region Coloring Problem.mp4
005 Building Maze.en.srt
005 Building Maze.mp4
006 Puzzle Solver.en.srt
006 Puzzle Solver.mp4
11 Natural Language Processing
001 Natural Language Processing.en.srt
001 Natural Language Processing.mp4
002 Examine Text Using NLTK.en.srt
002 Examine Text Using NLTK.mp4
003 Raw Text Accessing (Tokenization).en.srt
003 Raw Text Accessing (Tokenization).mp4
004 NLP Pipeline and Its Example.en.srt
004 NLP Pipeline and Its Example.mp4
005 Regular Expression with NLTK.en.srt
005 Regular Expression with NLTK.mp4
006 Stemming.en.srt
006 Stemming.mp4
007 Lemmatization.en.srt
007 Lemmatization.mp4
008 Segmentation.en.srt
008 Segmentation.mp4
009 Segmentation Example.en.srt
009 Segmentation Example.mp4
010 Segmentation Example Continues.en.srt
010 Segmentation Example Continues.mp4
011 Information Extraction.en.srt
011 Information Extraction.mp4
012 Tag Patterns.en.srt
012 Tag Patterns.mp4
013 Chunking.en.srt
013 Chunking.mp4
014 Representation of Chunks.en.srt
014 Representation of Chunks.mp4
015 Chinking.en.srt
015 Chinking.mp4
016 Chunking wirh Regular Expression.en.srt
016 Chunking wirh Regular Expression.mp4
017 Named Entity Recognition.en.srt
017 Named Entity Recognition.mp4
018 Trees.en.srt
018 Trees.mp4
019 Context Free Grammar.en.srt
019 Context Free Grammar.mp4
020 Recursive Descent Parsing.en.srt
020 Recursive Descent Parsing.mp4
021 Recursive Descent Parsing Continues.en.srt
021 Recursive Descent Parsing Continues.mp4
022 Shift Reduce Parsing.en.srt
022 Shift Reduce Parsing.mp4
Bonus Resources.txt
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