Fundamentals of Artificial Intelligence and Machine Learning detailed syllabus for Information Technology (IF) for 2021 revision curriculum has been taken from the SITTTRs official website and presented for the Information Technology (IF) 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 Information Technology 5th Sem scheme and its subjects, do visit Information Technology (IF) 5th Sem 2021 regulation scheme. For Professional Elective-I scheme and its subjects refer to Information Technology (IF) Professional Elective-I syllabus scheme. The detailed syllabus of fundamentals of artificial intelligence and machine learning is as follows.
Course Objectives:
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Course Outcomes:
On completion of the course, the student will be able to:
- Develop fundamental understanding of AI
- Demonstrate python program to solve the problems in AI
- Use python in Machine Learning 1
- Apply AI using Python in Gaming
Module 1:
Introduction to Artificial Intelligence – Necessity of Learning AI – Different types of Learning-Different fields of AI – Application of AI – AI tools and learning Models
Module 2:
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Module 4:
Search Algorithms- Combinational Search, Minimax Algorithm. Building bots to play games, Bot to play last coin standing game, Bot to play tic tac toe
Text Books:
For the complete syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier..
- Artificial Intelligence with Python: Your complete guide to building intelligent apps using Python 3.x and TensorFlow 2, 2nd Edition , by Alberto Artasanchez , Prateek Joshi
Reference Books:
- Core python programming by Nageswara Rao
- Let us python by Yashvant kanetkar
Online Resources
For the complete syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier..
For detailed syllabus of all other subjects of Information Technology, 2021 revision curriculum do visit Information Technology (IF) 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 Information Technology of diploma 2021 revision curriculum do visit SITTTR diploma results..
For all Information Technology academic calendars, visit Information Technology all semesters academic calendar direct link.