Artificial Intelligence Lab detailed syllabus for Robotics Process Automation (RP) for 2021 revision curriculum has been taken from the SITTTRs official website and presented for the Robotics Process Automation (RP) students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below.
For Robotics Process Automation 7th Sem scheme and its subjects, do visit Robotics Process Automation (RP) 7th Sem 2021 regulation scheme. For Professional Elective-V scheme and its subjects refer to Robotics Process Automation (RP) Professional Elective-V syllabus scheme. The detailed syllabus of artificial intelligence lab is as follows.
Course Objectives:
- Become familiar with basic principles of AI towards problem solving, knowledge representation and learning.
Course Outcomes:
On completion of the course student will be able to:
- Study of Prolog.
- Preparing Symbolic Language
- Facts, Rules and Queries representation
- Implement AI problems
Module 1:
- Basics of Prolog. a. Learn Prolog programming language basics. b. Implement basic sample programs in Prolog.
Module 2:
- Learn how to represent facts using Prolog
- Write sample program to represent facts using Prolog
Module 3:
- Implement programs to represent facts using propositional logic
- Implement programs to represent facts using First-order logic
- Write other conditional programs using Prolog
Module 4:
- Implement sample Toy problems in AI
- Implement sample Real-world problems in AI
- Build advanced AI problems.
Micro Project
Students are expected to do a micro project in Artificial Intelligence during the course for the purpose of continuous evaluation. This experiment shall be included in the bona-fide record. Example: Develop program such as
- Stock prediction
- Chatbot
- Social media suggestion
Text Books:
- Stuart Russell and Peter Norvig. Artificial Intelligence: A Modern Approach, 3rd Edition. Prentice Hall.
- Nilsson N.J., Artificial Intelligence – A New Synthesis, Harcourt Asia Pvt. Ltd.
Online Resources
- https://www.academia.edu
- https://www.studocu.com/
- https://github.com
- https://www.electronicshub.org/artificial-neural-networks-ann/
- https://www.tutorialspoint.com/data_mining/
- https://towardsdatascience.com/the-fp-growth-algorithm
List of Experiments:
- Basics of Prolog Programming language.
- Write simple fact for following:
- Ram likes mango.
- Seema is a girl.
- Bill likes Cindy.
- Rose is red.
- John owns gold.
- Write predicates one converts centigrade temperatures to Fahrenheit, the other checks if a temperature is below freezing.
- Write a program to implement factorial fibonacci of a given number.
- Write a program to solve 8-Queens problem.
- Solve any problem using depth first search.
- Solve any problem using best first search.
- Solve 8- puzzle problem using best first search
- Solve Traveling Salesman problem.
- Write a program to solve the Monkey Banana problem.
- Write a program to solve water jug problem using LISP.
- Write a program in prolog to solve Tower of Hanoi
For detailed syllabus of all other subjects of Robotics Process Automation, 2021 revision curriculum do visit Robotics Process Automation (RP) 7th Sem subject syllabuses for 2021 revision.
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