Artificial Intelligence and Predictive Analysis using Python

  09 Logic Programming

   027 Concept of Logic Programming-en.srt

   028 Matching the Mathematical Expression.mp4

   029 Parsing Family Tree and its Example.mp4

   030 Analyzing Geography Logic Programming.mp4

   031 Puzzle Solver and its Example.mp4

  ReadMe.txt

  01 Introduction

   001 Introduction to Predictive Analysis-en.srt

   002 Random Forest and Extremely Random Forest-en.srt

  02 Class Imbalance and Grid Search

   003 Dealing with Class Imbalance.mp4

   004 Grid Search.mp4

  03 Adaboost Regressor

   005 Adaboost Regressor.mp4

   006 Predicting Traffic Using Extremely Random Forest Regressor.mp4

   007 Traffic Prediction.mp4

  04 Detecting patterns with Unsupervised Learning

   008 Detecting patterns with Unsupervised Learning.mp4

   009 Clustering.mp4

   010 Clustering Meanshift.mp4

   011 Clustering Meanshift Continues.mp4

  05 Affinity Propagation Model

   012 Affinity Propagation Model.mp4

   013 Affinity Propagation Model Continues.mp4

  06 Clustering Quality

   014 Clustering Quality.mp4

   015 Program of Clustering Quality.mp4

  07 Gaussian Mixture Model

   016 Gaussian Mixture Model.mp4

   017 Program of Gaussian Mixture Model.mp4

  08 Classifiers

   018 Classification in Artificial Intelligence.mp4

   019 Processing Data.mp4

   020 Logistic Regression Classifier.mp4

   021 Logistic Regression Classifier Example Using Python.mp4

   022 Naive Bayes Classifier and its Examples.mp4

   023 Confusion Matrix.mp4

   024 Example os Confusion Matrix.mp4

   025 Support Vector Machines Classifier(SVM).mp4

   026 SVM Classifier Examples.mp4

  10 Heuristic Search

   032 What is Heuristic Search.mp4

   033 Local Search Technique.mp4

   034 Constraint Satisfaction Problem.mp4

   035 Region Coloring Problem.mp4

   036 Building Maze.mp4

   037 Puzzle Solver.mp4

  11 Natural Language Processing

   038 Natural Language Processing.mp4

   039 Examine Text Using NLTK.mp4

   040 Raw Text Accessing (Tokenization).mp4

   041 NLP Pipeline and Its Example.mp4

   042 Regular Expression with NLTK.mp4

   043 Stemming.mp4

   044 Lemmatization.mp4

   045 Segmentation.mp4

   046 Segmentation Example.mp4

   047 Segmentation Example Continues.mp4

   048 Information Extraction.mp4

   049 Tag Patterns.mp4

   050 Chunking.mp4

   051 Representation of Chunks.mp4

   052 Chinking.mp4

   053 Chunking wirh Regular Expression.mp4

   054 Named Entity Recognition.mp4

   055 Trees.mp4

   056 Context Free Grammar.mp4

   057 Recursive Descent Parsing.mp4

   058 Recursive Descent Parsing Continues.mp4

   059 Shift Reduce Parsing.mp4

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