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TORRENT DETAILS
Artificial Intelligence And Predictive Analysis Using Python
TORRENT SUMMARY
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Artificial Intelligence and Predictive Analysis using Python
This course is a comprehensive understanding of AI concepts and its application using Python and iPython.
What you'll learn
•Learn What is Artificial Intelligence, Intelligence and Applications of AI. •Learn Problem solving using AI, AI search algorithms, Informed (Heuristic) Search Strategies. •Learn Local Search Algorithms, Learning System, and Common Sense •Learn Genetic algorithms, Expert Systems, and Scikit-learn module
Requirements
•Basic knowledge of Python •Beginner knowledge of Statistics
Description
Artificial intelligence is the simulation of human intelligence through machines and mostly through computer systems. Artificial intelligence is a sub field of computer. It enables computers to do things which are normally done by human beings. This course is a comprehensive understanding of AI concepts and its application using Python and iPython. The training will include the following; •What is Artificial Intelligence? •Intelligence •Applications of AI •Problem solving •AI search algorithms •Informed (Heuristic) Search Strategies •Local Search Algorithms •Learning System •Common Sense •Genetic algorithms •Expert Systems •Scikit-learn module
Who this course is for:
•Students and professionals who are interested in learning robotics and bio metrics. •People who are very keen about learning Artificial Intelligence.
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FILE LIST
Filename
Size
Artificial Intelligence and Predictive Analysis using Python/01 Introduction/001 Artificial-Intelligence-with-python.zip
3.8 MB
Artificial Intelligence and Predictive Analysis using Python/01 Introduction/001 Introduction to Predictive Analysis-en.srt
11.6 KB
Artificial Intelligence and Predictive Analysis using Python/01 Introduction/001 Introduction to Predictive Analysis.mp4
95.4 MB
Artificial Intelligence and Predictive Analysis using Python/01 Introduction/002 Random Forest and Extremely Random Forest-en.srt
14 KB
Artificial Intelligence and Predictive Analysis using Python/01 Introduction/002 Random Forest and Extremely Random Forest.mp4
116.9 MB
Artificial Intelligence and Predictive Analysis using Python/02 Class Imbalance and Grid Search/003 Dealing with Class Imbalance-en.srt
8.2 KB
Artificial Intelligence and Predictive Analysis using Python/02 Class Imbalance and Grid Search/003 Dealing with Class Imbalance.mp4
85.2 MB
Artificial Intelligence and Predictive Analysis using Python/02 Class Imbalance and Grid Search/004 Grid Search-en.srt
12.6 KB
Artificial Intelligence and Predictive Analysis using Python/02 Class Imbalance and Grid Search/004 Grid Search.mp4
110.3 MB
Artificial Intelligence and Predictive Analysis using Python/03 Adaboost Regressor/005 Adaboost Regressor-en.srt
9 KB
Artificial Intelligence and Predictive Analysis using Python/03 Adaboost Regressor/005 Adaboost Regressor.mp4
86.4 MB
Artificial Intelligence and Predictive Analysis using Python/03 Adaboost Regressor/006 Predicting Traffic Using Extremely Random Forest Regressor-en.srt
2.8 KB
Artificial Intelligence and Predictive Analysis using Python/03 Adaboost Regressor/006 Predicting Traffic Using Extremely Random Forest Regressor.mp4
34.6 MB
Artificial Intelligence and Predictive Analysis using Python/03 Adaboost Regressor/007 Traffic Prediction-en.srt
8.3 KB
Artificial Intelligence and Predictive Analysis using Python/03 Adaboost Regressor/007 Traffic Prediction.mp4
84.1 MB
Artificial Intelligence and Predictive Analysis using Python/04 Detecting patterns with Unsupervised Learning/008 Detecting patterns with Unsupervised Learning-en.srt
7.3 KB
Artificial Intelligence and Predictive Analysis using Python/04 Detecting patterns with Unsupervised Learning/008 Detecting patterns with Unsupervised Learning.mp4
74.8 MB
Artificial Intelligence and Predictive Analysis using Python/04 Detecting patterns with Unsupervised Learning/009 Clustering-en.srt
8.3 KB
Artificial Intelligence and Predictive Analysis using Python/04 Detecting patterns with Unsupervised Learning/009 Clustering.mp4
69.7 MB
Artificial Intelligence and Predictive Analysis using Python/04 Detecting patterns with Unsupervised Learning/010 Clustering Meanshift-en.srt
5.8 KB
Artificial Intelligence and Predictive Analysis using Python/04 Detecting patterns with Unsupervised Learning/010 Clustering Meanshift.mp4
55.5 MB
Artificial Intelligence and Predictive Analysis using Python/04 Detecting patterns with Unsupervised Learning/011 Clustering Meanshift Continues-en.srt
8.3 KB
Artificial Intelligence and Predictive Analysis using Python/04 Detecting patterns with Unsupervised Learning/011 Clustering Meanshift Continues.mp4
60.3 MB
Artificial Intelligence and Predictive Analysis using Python/05 Affinity Propagation Model/012 Affinity Propagation Model-en.srt
7.2 KB
Artificial Intelligence and Predictive Analysis using Python/05 Affinity Propagation Model/012 Affinity Propagation Model.mp4
75.8 MB
Artificial Intelligence and Predictive Analysis using Python/05 Affinity Propagation Model/013 Affinity Propagation Model Continues-en.srt
6 KB
Artificial Intelligence and Predictive Analysis using Python/05 Affinity Propagation Model/013 Affinity Propagation Model Continues.mp4
47.3 MB
Artificial Intelligence and Predictive Analysis using Python/06 Clustering Quality/014 Clustering Quality-en.srt
6.3 KB
Artificial Intelligence and Predictive Analysis using Python/06 Clustering Quality/014 Clustering Quality.mp4
69.9 MB
Artificial Intelligence and Predictive Analysis using Python/06 Clustering Quality/015 Program of Clustering Quality-en.srt
8.3 KB
Artificial Intelligence and Predictive Analysis using Python/06 Clustering Quality/015 Program of Clustering Quality.mp4
70.2 MB
Artificial Intelligence and Predictive Analysis using Python/07 Gaussian Mixture Model/016 Gaussian Mixture Model-en.srt
5.6 KB
Artificial Intelligence and Predictive Analysis using Python/07 Gaussian Mixture Model/016 Gaussian Mixture Model.mp4
62.4 MB
Artificial Intelligence and Predictive Analysis using Python/07 Gaussian Mixture Model/017 Program of Gaussian Mixture Model-en.srt
10 KB
Artificial Intelligence and Predictive Analysis using Python/07 Gaussian Mixture Model/017 Program of Gaussian Mixture Model.mp4
91.7 MB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/018 Classification in Artificial Intelligence-en.srt
4.3 KB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/018 Classification in Artificial Intelligence.mp4
21.2 MB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/019 Processing Data-en.srt
10.3 KB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/019 Processing Data.mp4
65.2 MB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/020 Logistic Regression Classifier-en.srt
3.6 KB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/020 Logistic Regression Classifier.mp4
16.6 MB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/021 Logistic Regression Classifier Example Using Python-en.srt
7.7 KB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/021 Logistic Regression Classifier Example Using Python.mp4
61.8 MB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/022 Naive Bayes Classifier and its Examples-en.srt
13.8 KB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/022 Naive Bayes Classifier and its Examples.mp4
126.5 MB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/023 Confusion Matrix-en.srt
4.9 KB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/023 Confusion Matrix.mp4
52.3 MB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/024 Example os Confusion Matrix-en.srt
6.8 KB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/024 Example os Confusion Matrix.mp4
45.5 MB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/025 Support Vector Machines Classifier(SVM)-en.srt
6.3 KB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/025 Support Vector Machines Classifier(SVM).mp4
45 MB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/026 SVM Classifier Examples-en.srt
8.8 KB
Artificial Intelligence and Predictive Analysis using Python/08 Classifiers/026 SVM Classifier Examples.mp4
79 MB
Artificial Intelligence and Predictive Analysis using Python/09 Logic Programming/027 Concept of Logic Programming-en.srt
14.6 KB
Artificial Intelligence and Predictive Analysis using Python/09 Logic Programming/027 Concept of Logic Programming.mp4
154.2 MB
Artificial Intelligence and Predictive Analysis using Python/09 Logic Programming/028 Matching the Mathematical Expression-en.srt
8.1 KB
Artificial Intelligence and Predictive Analysis using Python/09 Logic Programming/028 Matching the Mathematical Expression.mp4
78.5 MB
Artificial Intelligence and Predictive Analysis using Python/09 Logic Programming/029 Parsing Family Tree and its Example-en.srt
10.9 KB
Artificial Intelligence and Predictive Analysis using Python/09 Logic Programming/029 Parsing Family Tree and its Example.mp4
100.5 MB
Artificial Intelligence and Predictive Analysis using Python/09 Logic Programming/030 Analyzing Geography Logic Programming-en.srt
6.6 KB
Artificial Intelligence and Predictive Analysis using Python/09 Logic Programming/030 Analyzing Geography Logic Programming.mp4
62.4 MB
Artificial Intelligence and Predictive Analysis using Python/09 Logic Programming/031 Puzzle Solver and its Example-en.srt
7.1 KB
Artificial Intelligence and Predictive Analysis using Python/09 Logic Programming/031 Puzzle Solver and its Example.mp4
60.6 MB
Artificial Intelligence and Predictive Analysis using Python/10 Heuristic Search/032 What is Heuristic Search-en.srt
8.2 KB
Artificial Intelligence and Predictive Analysis using Python/10 Heuristic Search/032 What is Heuristic Search.mp4
93.5 MB
Artificial Intelligence and Predictive Analysis using Python/10 Heuristic Search/033 Local Search Technique-en.srt
12.4 KB
Artificial Intelligence and Predictive Analysis using Python/10 Heuristic Search/033 Local Search Technique.mp4
132 MB
Artificial Intelligence and Predictive Analysis using Python/10 Heuristic Search/034 Constraint Satisfaction Problem-en.srt
11.3 KB
Artificial Intelligence and Predictive Analysis using Python/10 Heuristic Search/034 Constraint Satisfaction Problem.mp4
105 MB
Artificial Intelligence and Predictive Analysis using Python/10 Heuristic Search/035 Region Coloring Problem-en.srt
6.2 KB
Artificial Intelligence and Predictive Analysis using Python/10 Heuristic Search/035 Region Coloring Problem.mp4
53 MB
Artificial Intelligence and Predictive Analysis using Python/10 Heuristic Search/036 Building Maze-en.srt
8.9 KB
Artificial Intelligence and Predictive Analysis using Python/10 Heuristic Search/036 Building Maze.mp4
77.3 MB
Artificial Intelligence and Predictive Analysis using Python/10 Heuristic Search/037 Puzzle Solver-en.srt
11.3 KB
Artificial Intelligence and Predictive Analysis using Python/10 Heuristic Search/037 Puzzle Solver.mp4
105.1 MB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/038 Natural Language Processing-en.srt
8.3 KB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/038 Natural Language Processing.mp4
70.6 MB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/039 Examine Text Using NLTK-en.srt
5.9 KB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/039 Examine Text Using NLTK.mp4
60.3 MB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/040 Raw Text Accessing (Tokenization)-en.srt
14.6 KB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/040 Raw Text Accessing (Tokenization).mp4
119 MB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/041 NLP Pipeline and Its Example-en.srt
8.3 KB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/041 NLP Pipeline and Its Example.mp4
75 MB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/042 Regular Expression with NLTK-en.srt
6 KB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/042 Regular Expression with NLTK.mp4
50.9 MB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/043 Stemming-en.srt
8.1 KB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/043 Stemming.mp4
71.5 MB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/044 Lemmatization-en.srt
7.5 KB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/044 Lemmatization.mp4
76.8 MB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/045 Segmentation-en.srt
8 KB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/045 Segmentation.mp4
98.3 MB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/046 Segmentation Example-en.srt
3.7 KB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/046 Segmentation Example.mp4
22.7 MB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/047 Segmentation Example Continues-en.srt
5.5 KB
Artificial Intelligence and Predictive Analysis using Python/11 Natural Language Processing/047 Segmentation Example Continues.mp4
27 MB
Artificial Intelligence and Predictive Analysis using Python/ReadMe.txt
