uLektz Skills

Learning Path

Non-Linear: Random Order

About the Course

Course Description

This course covers general introductory concepts of AI and Production Systems, Representation of Knowledge, Knowledge Inference, Planning and Machine Learning and Expert Systems.

Objectives

1.Will familiarize about AI and Production Systems

2.Will demonstrate Game playing, Knowledge Representation and Structured representation of knowledge

3.Will develop knowledge in Planning and Machine Learning

Prerequisite

There is no particular prerequisite to learn Artificial Intelligence, you will be able to do very well, if you have these basic skills:

1. Basic Knowledge in programming

2. Good Computer Knowledge

3. Good communication skills

Course Study Materials

Module 1: Introduction to AI and Production Systems

1.1 Introduction to AI
1.2 Production Systems
1.3 Specialized Production System
1.4 Matching
1.5 Constraints Satisfaction
Introduction to AI and Production Systems 10 Questions

Module 2: Representation of Knowledge

2.1 Game playing
2.2 Knowledge Representation
2.3 Introduction to predicate calculus
2.4 Structured representation of knowledge
Representation of Knowledge - Assessment 10 Questions

Module 3: Knowledge Inference

3.1 Knowledge representation
3.2 Inference
3.3 Fuzzy reasoning
3.4 Dempster- Shafer theory
Knowledge Inference - Assessment 10 Questions

Module 4: Planning and Machine Learning

4.1 Basic plan generation systems
4.2 Strips
4.3 Advanced plan generation systems
4.4 K strips
4.5 Strategic explanations
4.6 Learning
Planning and Machine Learning - Assessment 10 Questions

Module 5: Expert systems

5.1 Architecture of expert systems,Roles of expert systems
5.2 Knowledge Acquisition
5.3 Meta knowledge, Heuristics
5.4 Typical expert systems
Expert systems - Assessment 10 Questions

Final Assessment

Final Assessment 20 Questions

The certificate issued for the Course will have

Student's Name
Photograph
Course Title
Certificate Number
Date of Course Completion
Name(s) and Logo(s) of the Certifying Bodies

Only the e-certificate will be made available. No Hard copies. The certificates issued by The Academic Council of uLektz. can be e-verifiable at www.ulektzskills.com/verify.

Students will be assessed both at the end of each module and at the end of the Course.
Students scoring a minimum of 50% in the assessments are considered for Certifications