TGx:[UDEMY] Artificial Intelligence and Predictive Analysis using Python

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[UDEMY] Artificial Intelligence and Predictive Analysis using Python - [FTU] TGx Exclusive

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Category:

Other > Training

Language:

English

Total Size:

7.10 GB

Info Hash:

c76be2917e2bb8f327db32fbb1c7e1f50d5e522f

Added By:

Prom3th3uS :_verified_uploader:

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11-12-2018 18:24

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1,337

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File	Size
00-Intro/01-Random Forest and Extremely Random Forest.mp4	198.77 MB
01-Class Imbalance and Grid Search/02-Dealing with Class Imbalance.mp4	143.35 MB
01-Class Imbalance and Grid Search/03-Grid Search.mp4	186.47 MB
02-Adaboost Regressor/04-Adaboost Regressor.mp4	146.14 MB
02-Adaboost Regressor/05-Predicting Traffic Using Extremely Random Forest Regressor.mp4	57.71 MB
02-Adaboost Regressor/06-Traffic Prediction.mp4	139.58 MB
03-Detecting patterns with Unsupervised Learning/07-Detecting patterns with Unsupervised Learning.mp4	127.05 MB
03-Detecting patterns with Unsupervised Learning/08-Clustering.mp4	119.14 MB
03-Detecting patterns with Unsupervised Learning/09-Clustering Meanshift.mp4	94.33 MB
03-Detecting patterns with Unsupervised Learning/10-Clustering Meanshift Continues.mp4	103.48 MB
04-Affinity Propagation Model/11-Affinity Propagation Model.mp4	127.92 MB
04-Affinity Propagation Model/12-Affinity Propagation Model Continues.mp4	80.59 MB
05-Clustering Quality/13-Clustering Quality.mp4	118.69 MB
05-Clustering Quality/14-Program of Clustering Quality.mp4	119.79 MB
05-Clustering Quality/vz	0.00 B
06-Gaussian Mixture Model/15-Gaussian Mixture Model.mp4	106.44 MB
06-Gaussian Mixture Model/16-Program of Gaussian Mixture Model.mp4	152.52 MB
07-Classifiers/17-Classification in Artificial Intelligence.mp4	35.58 MB
07-Classifiers/18-Processing Data.mp4	110.99 MB
07-Classifiers/19-Logistic Regression Classifier.mp4	27.47 MB
07-Classifiers/20-Logistic Regression Classifier Example Using Python.mp4	106.66 MB
07-Classifiers/21-Naive Bayes Classifier and its Examples.mp4	213.43 MB
07-Classifiers/22-Confusion Matrix.mp4	88.18 MB
07-Classifiers/23-Example os Confusion Matrix.mp4	77.89 MB
07-Classifiers/24-Support Vector Machines Classifier(SVM).mp4	72.69 MB
07-Classifiers/25-SVM Classifier Examples.mp4	132.80 MB
08-Logic Programming/26-Concept of Logic Programming.mp4	263.71 MB
08-Logic Programming/27-Matching the Mathematical Expression.mp4	131.28 MB
08-Logic Programming/28-Parsing Family Tree and its Example.mp4	167.04 MB
08-Logic Programming/29-Analyzing Geography Logic Programming.mp4	106.44 MB
08-Logic Programming/30-Puzzle Solver and its Example.mp4	100.90 MB
09-Heuristic Search/31-What is Heuristic Search.mp4	154.98 MB
09-Heuristic Search/32-Local Search Technique.mp4	217.29 MB
09-Heuristic Search/33-Constraint Satisfaction Problem.mp4	178.01 MB
09-Heuristic Search/34-Region Coloring Problem.mp4	88.66 MB
09-Heuristic Search/35-Building Maze.mp4	131.56 MB
09-Heuristic Search/36-Puzzle Solver.mp4	178.04 MB
10-Natural Language Processing/37-Natural Language Processing.mp4	114.43 MB
10-Natural Language Processing/38-Examine Text Using NLTK.mp4	98.63 MB
10-Natural Language Processing/39-Raw Text Accessing (Tokenization).mp4	202.47 MB
10-Natural Language Processing/40-NLP Pipeline and Its Example.mp4	126.62 MB
10-Natural Language Processing/41-Regular Expression with NLTK.mp4	83.84 MB
10-Natural Language Processing/42-Stemming.mp4	118.95 MB
10-Natural Language Processing/43-Lemmatization.mp4	126.29 MB
10-Natural Language Processing/44-Segmentation.mp4	159.46 MB
10-Natural Language Processing/45-Segmentation Example.mp4	38.69 MB
10-Natural Language Processing/46-Segmentation Example Continues.mp4	46.23 MB
10-Natural Language Processing/47-Information Extraction.mp4	83.84 MB
10-Natural Language Processing/48-Tag Patterns.mp4	74.99 MB
10-Natural Language Processing/49-Chunking.mp4	175.76 MB
10-Natural Language Processing/50-Representation of Chunks.mp4	113.98 MB
10-Natural Language Processing/51-Chinking.mp4	150.00 MB
10-Natural Language Processing/52-Chunking wirh Regular Expression.mp4	163.27 MB
10-Natural Language Processing/53-Named Entity Recognition.mp4	133.51 MB
10-Natural Language Processing/54-Trees.mp4	101.75 MB
10-Natural Language Processing/55-Context Free Grammar.mp4	63.54 MB
10-Natural Language Processing/56-Recursive Descent Parsing.mp4	113.28 MB
11-Introduction/57-Recursive Descent Parsing Continues.mp4	72.91 MB
11-Introduction/58-Introduction to Predictive Analysis.mp4	162.59 MB
11-Introduction/59-Shift Reduce Parsing.mp4	134.70 MB
Discuss.FreeTutorials.Us.html	165.68 kB
FreeCoursesOnline.Me.html	108.30 kB
FreeTutorials.Eu.html	102.23 kB
How you can help Team-FTU.txt	259.00 B
Torrent Downloaded From GloDls.to.txt	84.00 B
[TGx]Downloaded from torrentgalaxy.org.txt	524.00 B

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/