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TORRENT DETAILS

[FreeTutorials.Eu] [UDEMY] Artificial Intelligence And Predictive Analysis Using Python - [FTU]

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	c76be2917e2bb8f327db32fbb1c7e1f50d5e522f
Size:	7.1 GB in 64 files
Release Date(s):	Torrent Release: 11-12-2018 by user
Swarm:	0 Seeds & 0 Peers
Vote:	No votes yet.

DESCRIPTION

This course is a comprehensive understanding of AI concepts and its application using Python and iPython.

Created by: EDU CBA

Last updated: 12/2018

Language: English

Torrent Contains: 66 Files, 12 Folders

Course Source: https://www.udemy.com/artificial-intelligence-with-python/

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.

For More Udemy Free Courses >>> http://www.freetutorials.eu

For more Lynda and other Courses >>> https://www.freecoursesonline.me/

Our Forum for discussion >>> https://discuss.freetutorials.eu/

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FILE LIST

Filename		Size
	00-Intro/01-Random Forest and Extremely Random Forest.mp4	198.8 MB
	01-Class Imbalance and Grid Search/02-Dealing with Class Imbalance.mp4	143.4 MB
	01-Class Imbalance and Grid Search/03-Grid Search.mp4	186.5 MB
	02-Adaboost Regressor/04-Adaboost Regressor.mp4	146.1 MB
	02-Adaboost Regressor/05-Predicting Traffic Using Extremely Random Forest Regressor.mp4	57.7 MB
	02-Adaboost Regressor/06-Traffic Prediction.mp4	139.6 MB
	03-Detecting patterns with Unsupervised Learning/07-Detecting patterns with Unsupervised Learning.mp4	127.1 MB
	03-Detecting patterns with Unsupervised Learning/08-Clustering.mp4	119.1 MB
	03-Detecting patterns with Unsupervised Learning/09-Clustering Meanshift.mp4	94.3 MB
	03-Detecting patterns with Unsupervised Learning/10-Clustering Meanshift Continues.mp4	103.5 MB
	04-Affinity Propagation Model/11-Affinity Propagation Model.mp4	127.9 MB
	04-Affinity Propagation Model/12-Affinity Propagation Model Continues.mp4	80.6 MB
	05-Clustering Quality/13-Clustering Quality.mp4	118.7 MB
	05-Clustering Quality/14-Program of Clustering Quality.mp4	119.8 MB
	05-Clustering Quality/vz	0 B
	06-Gaussian Mixture Model/15-Gaussian Mixture Model.mp4	106.4 MB
	06-Gaussian Mixture Model/16-Program of Gaussian Mixture Model.mp4	152.5 MB
	07-Classifiers/17-Classification in Artificial Intelligence.mp4	35.6 MB
	07-Classifiers/18-Processing Data.mp4	111 MB
	07-Classifiers/19-Logistic Regression Classifier.mp4	27.5 MB
	07-Classifiers/20-Logistic Regression Classifier Example Using Python.mp4	106.7 MB
	07-Classifiers/21-Naive Bayes Classifier and its Examples.mp4	213.4 MB
	07-Classifiers/22-Confusion Matrix.mp4	88.2 MB
	07-Classifiers/23-Example os Confusion Matrix.mp4	77.9 MB
	07-Classifiers/24-Support Vector Machines Classifier(SVM).mp4	72.7 MB
	07-Classifiers/25-SVM Classifier Examples.mp4	132.8 MB
	08-Logic Programming/26-Concept of Logic Programming.mp4	263.7 MB
	08-Logic Programming/27-Matching the Mathematical Expression.mp4	131.3 MB
	08-Logic Programming/28-Parsing Family Tree and its Example.mp4	167 MB
	08-Logic Programming/29-Analyzing Geography Logic Programming.mp4	106.4 MB
	08-Logic Programming/30-Puzzle Solver and its Example.mp4	100.9 MB
	09-Heuristic Search/31-What is Heuristic Search.mp4	155 MB
	09-Heuristic Search/32-Local Search Technique.mp4	217.3 MB
	09-Heuristic Search/33-Constraint Satisfaction Problem.mp4	178 MB
	09-Heuristic Search/34-Region Coloring Problem.mp4	88.7 MB
	09-Heuristic Search/35-Building Maze.mp4	131.6 MB
	09-Heuristic Search/36-Puzzle Solver.mp4	178 MB
	10-Natural Language Processing/37-Natural Language Processing.mp4	114.4 MB
	10-Natural Language Processing/38-Examine Text Using NLTK.mp4	98.6 MB
	10-Natural Language Processing/39-Raw Text Accessing (Tokenization).mp4	202.5 MB
	10-Natural Language Processing/40-NLP Pipeline and Its Example.mp4	126.6 MB
	10-Natural Language Processing/41-Regular Expression with NLTK.mp4	83.8 MB
	10-Natural Language Processing/42-Stemming.mp4	119 MB
	10-Natural Language Processing/43-Lemmatization.mp4	126.3 MB
	10-Natural Language Processing/44-Segmentation.mp4	159.5 MB
	10-Natural Language Processing/45-Segmentation Example.mp4	38.7 MB
	10-Natural Language Processing/46-Segmentation Example Continues.mp4	46.2 MB
	10-Natural Language Processing/47-Information Extraction.mp4	83.8 MB
	10-Natural Language Processing/48-Tag Patterns.mp4	75 MB
	10-Natural Language Processing/49-Chunking.mp4	175.8 MB
	10-Natural Language Processing/50-Representation of Chunks.mp4	114 MB
	10-Natural Language Processing/51-Chinking.mp4	150 MB
	10-Natural Language Processing/52-Chunking wirh Regular Expression.mp4	163.3 MB
	10-Natural Language Processing/53-Named Entity Recognition.mp4	133.5 MB
	10-Natural Language Processing/54-Trees.mp4	101.8 MB
	10-Natural Language Processing/55-Context Free Grammar.mp4	63.5 MB
	10-Natural Language Processing/56-Recursive Descent Parsing.mp4	113.3 MB
	11-Introduction/57-Recursive Descent Parsing Continues.mp4	72.9 MB
	11-Introduction/58-Introduction to Predictive Analysis.mp4	162.6 MB
	11-Introduction/59-Shift Reduce Parsing.mp4	134.7 MB
	Discuss.FreeTutorials.Us.html	165.7 KB
	FreeCoursesOnline.Me.html	108.3 KB
	FreeTutorials.Eu.html	102.2 KB
	How you can help Team-FTU.txt	259 B

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