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
LAVTC is accredited by The Tertiary and Vocational Education Commission.
