AI for Robotics Lab detailed syllabus for Automation & Robotics (RA) for 2021 revision curriculum has been taken from the SITTTRs official website and presented for the Automation & Robotics 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 Automation & Robotics 5th Sem scheme and its subjects, do visit Automation & Robotics (RA) 5th Sem 2021 revision scheme. The detailed syllabus of ai for robotics lab is as follows.
Course Objectives:
- To introduce hand on experience on Artificial Intelligence problems.
- To get practical knowledge on implementing machine learning algorithms in real time problem for getting solutions
Tools and Equipment
- Processors: Intel AtomR processor or IntelR Coreâ„¢ i3 processor.
- Disk space: 1 GB.
- Operating systems: Windows 7 or later, macOS, and Linux.
- Software : PyCharm, Arduino IDE
Course Outcomes:
On completion of the course, the student will be able to:
Con Description Duration (Hours) Cognitivelevel
- To Understand the concept of Artificial intelligence
- To apply various search algorithms of artificial intelligence.
- To apply knowledge representation and reasoning techniques.
- To understand & apply different types of machine learning and models.
Module 1:
- Write a program in prolog to implement simple facts and Queries
- Write a program in prolog to implement simple arithmetic
Module 2:
- Write a program in prolog to solve Tower of Hanoi
- Write a program in prolog to solve 8 Puzzle problems
- Write a program in prolog to implement Breadth First Search Traversal
- Write a program in prologto implement Water Jug Problem
Module 3:
- Write a program in prolog to solve 4-Queens problem
- Implementation of A* Algorithm using PROLOG
Module 4:
- Implementation of Python libraries such as numpy, matplotlib, Panda
- Extract the data from database using python
- Implement k-nearest neighbours classification using python
- Implement linear regression using python.
- Detecting Spam mails using Support vector machine
Online Resources
- https://github.com/
For detailed syllabus of all other subjects of Automation & Robotics (RA), 2021 revision curriculum do visit Automation & Robotics 5th Sem subject syllabuses for 2021 revision.
To see the syllabus of all other branches of diploma 2021 revision curriculum do visit SITTTR diploma all branches syllabus..
To see the results of Automation & Robotics (RA) of diploma 2021 revision curriculum do visit SITTTR diploma Automation & Robotics (RA) results..
For all Automation & Robotics academic calendars, visit Automation & Robotics all semesters academic calendar direct link.