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Home Courses Computer Programming Courses Advanced Course in Artificial Intelligence and UNIX System Programming - Part Time

Advanced Course in Artificial Intelligence and UNIX System Programming - Part Time

Course Code: 099

Course Duration: 6 Months

Days and Time: Saturday - 5pm to 7pm

Course Fee: Rs. 12,000.00

Entry Qualifications: Basic Computer Knowledge with G.C.E O/L

 

Course Contents:

 

01.   Overview of Artificial Intelligence and Expert System

02.   Problem Solving

03.   Probability in Artificial Intelligence

04.   Machine Learning

05.   Unsupervised Learning

06.   Supervised Learning

07.   Linear regression

08.   Logistic Regression

09.   Neural Networks

10.   Back propagation Algorithm

11.   Support Vector Machines (SVMs)

12.   Practical advice for applying learning algorithms

13.   Development and debug learning algorithms

14.   Feature and model design, setting up experiments

15.   Overview of UNIX Operation Systems.

16. Installation of Linux Red Hat, Solaris, Ubuntu Operating Systems

17.   Overview of Directory Structure

18.   UNIX Commands

19.   Shell Programming

20.   Final Projects

 

Last Updated on Monday, 28 November 2011 22:08  

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