Fundamentals of Artificial Intelligence | Free Online Course | Alison
Loading

FLASH SALE: 25% Off Certificates and Diplomas! Sale ends on Friday, 25th September 2020

Claim My 25% Discount

Introduction to Information Representation

Learn the computational techniques used by computers in the representation of knowledge in this free online course.

Software Development
Free Course
This free online course on knowledge representation explains the variations between man and computer. The course explains how computers use logic in storing information, and how the process of representing and storing information has evolved over time. This course describes how computers use previous experience to solve problems. The course also goes into details in explaining how computers use certain techniques for knowledge representation.
  • Duration

    1.5-3 Hours
  • Assessment

    Yes
  • Certification

    Yes
  • Responsive

    Yes
  • Publisher

    NPTEL

Description

Modules

Outcome

Certification

View course modules

Description

This free course on introduction to knowledge representation begins by describing how search graphs are used for the representation of solutions of problems that can be decomposed into smaller problems. The course explains in well detailed form, how computational solutions to large problems are arrived at by first solving small component problems. The course introduces you to the concept of game playing and how they have been an integral part of the development of artificial intelligence.

This course then introduces you to the techniques required in selecting the right algorithm for game playing.The course outlines the distinction between symbolic and connectionist artificial intelligence. You will learn about alpha-beta layering, the search space reduction paradigm and knowledge representation hypothesis . You will also get to learn about the syntax and semantics of a knowledge representation language, along with the desired features of a knowledge representation scheme. 

Finally, this course explains formal logic knowledge representation for artificial intelligence. The course takes you through how knowledge representation in reasoning forms the backbone of any intelligent behaviour through computational means. You will learn about the relationship between propositional logic, statement logic and sentential logic. The course concludes by detailing how computational models of intelligence require models of knowledge in solving problems.




Start Course Now

Learning Outcomes

Upon successful completion of this course you will be able to;


  • Describe the impact of games in the development of artificial intelligence 
  • Explain how games are used for experimentation in artificial intelligence
  • Explain the heuristic search procedure 
  • Describe the basic idea of the AO algorithm 
  • Discuss minimax value and maximum rules 
  • Describe how minimax algorithm is used to extract the best-first move in a game tree
  • Explain the alpha beta pruning technique 

  • Differentiate between human and artificial intelligent behaviour 


  • Describe knowledge representation and reasoning 


  • Explain the relationship between data, information and knowledge


  • Distinguish between symbolic and connectionist artificial intelligence 

Certification

All Alison courses are free to enrol, study and complete. To successfully complete this Certificate course and become an Alison Graduate, you need to achieve 80% or higher in each course assessment. Once you have completed this Certificate course, you have the option to acquire an official Certificate, which is a great way to share your achievement with the world. Your Alison Certificate is:

Ideal for sharing with potential employers - include it in your CV, professional social media profiles and job applications
An indication of your commitment to continuously learn, upskill and achieve high results
An incentive for you to continue empowering yourself through lifelong learning

Alison offers 3 types of Certificates for completed Certificate courses:

Digital Certificate - a downloadable Certificate in PDF format, immediately available to you when you complete your purchase
Certificate - a physical version of your officially branded and security-marked Certificate, posted to you with FREE shipping
Framed Certificate - a physical version of your officially branded and security-marked Certificate in a stylish frame, posted to you with FREE shipping

All Certificates are available to purchase through the Alison Shop. For more information on purchasing Alison Certificates, please visit our FAQs. If you decide not to purchase your Alison Certificate, you can still demonstrate your achievement by sharing your Learner Record or Learner Achievement Verification, both of which are accessible from your Dashboard. For more details on our Certificate pricing, please visit our Pricing Page.

Careers

    Notification

    You have received a new notification

    Click here to view them all