CHRIST (Deemed to University), Bangalore

DEPARTMENT OF COMPUTER SCIENCE

School of Sciences






Syllabus for
MSc (Artificial Intelligence and Machine Learning)
Academic Year  (2024)

 
1 Semester - 2024 - Batch
Course Code
Course
Type
Hours Per
Week
Credits
Marks
MAI131 MATHEMATICAL FOUNDATION FOR COMPUTATIONAL INTELLIGENCE Core Courses 4 3 100
MAI132 INTRODUCTION TO STATISTICS FOR MACHINE LEARNING Core Courses 4 3 100
MAI133 FOUNDATIONS OF ARTIFICIAL INTELLIGENCE Core Courses 3 2 50
MAI134 RESEARCH METHODOLOGY Core Courses 3 2 50
MAI171 MACHINE LEARNING Core Courses 7 4 150
MAI172 ADVANCED DATABASE TECHNOLOGIES Core Courses 7 4 150
2 Semester - 2024 - Batch
Course Code
Course
Type
Hours Per
Week
Credits
Marks
MAI231 KNOWLEDGE VISUALIZATION Core Courses 3 2 50
MAI232 DATA ENGINEERING AND KNOWLEDGE REPRESENTATION Core Courses 4 3 100
MAI233 DESIGN AND ANALYSIS OF ALGORITHMS Core Courses 4 3 100
MAI251 RESEARCH PROJECT LAB - I Core Courses 3 1 50
MAI271 JAVA PROGRAMMING Core Courses 8 5 150
MAI272 ADVANCED MACHINE LEARNING Core Courses 7 4 150
3 Semester - 2024 - Batch
Course Code
Course
Type
Hours Per
Week
Credits
Marks
MAI331A AI IN AGRICULTURE - 3 2 50
MAI331B AI IN CYBER SECURITY - 3 2 50
MAI331C AI IN COGNITIVE SCIENCES - 3 2 50
MAI332A BIG DATA ANALYTICS - 3 2 50
MAI332B AUGMENTED REALITY AND VIRTUAL REALITY - 3 2 50
MAI332C FORENSIC SCIENCES - 3 2 50
MAI351 RESEARCH PROJECT LAB - II - 3 1 50
MAI371 DEEP LEARNING - 7 4 150
MAI372 NATURAL LANGUAGE PROCESSING - 7 4 150
MAI373 COMPUTER VISION - 7 4 150
4 Semester - 2023 - Batch
Course Code
Course
Type
Hours Per
Week
Credits
Marks
MAI431 INTERNET OF THINGS Core Courses 4 3 100
MAI432 MULTI AGENT SYSTEMS Core Courses 3 2 50
MAI451 SPECIALIZATION PROJECT (AI_ML PROJECT) Core Courses 6 3 100
MAI471 CLOUD COMPUTING Core Courses 7 5 150
MAI472 PRINCIPLES OF LARGE LANGUAGE MODELS Core Courses 7 5 150
MAI473A ADVANCED DATA ANALYTICS Discipline Specific Elective Courses 4 2 100
MAI473B WEB MINING Discipline Specific Elective Courses 4 2 100
MAI473C BUSINESS INTELLIGENCE Discipline Specific Elective Courses 4 2 100
5 Semester - 2023 - Batch
Course Code
Course
Type
Hours Per
Week
Credits
Marks
MAI531 HUMAN COMPUTER INTERACTION Core Courses 3 2 50
MAI532A GRAPH NEURAL NETWORK Discipline Specific Elective Courses 3 2 50
MAI532B MODERN OPTIMIZATION TECHNIQUES Discipline Specific Elective Courses 3 2 50
MAI532C MACHINE LEARNING FOR DATA PRIVACY Discipline Specific Elective Courses 3 2 50
MAI571 SPEECH PROCESSING AND RECOGNITION Core Courses 7 5 150
MAI572 REINFORCEMENT LEARNING Core Courses 5 4 100
MAI573A SPATIAL TEMPORAL ANALYSIS Discipline Specific Elective Courses 5 5 150
MAI573B QUANTUM COMPUTING Discipline Specific Elective Courses 5 5 150
MAI573C PREDICTIVE ANALYTICS(CASE STUDY BASED APPROACH) Discipline Specific Elective Courses 5 5 150
6 Semester - 2023 - Batch
Course Code
Course
Type
Hours Per
Week
Credits
Marks
MAI681 INDUSTRY PROJECT - 18 12 300
    Note:
  • Students can choose their prefered course from the elective as per the direction by the department
  • In addition to this, students are expected to complete three multi disciplinary courses before the end of third Sememter (Not applicable for student of Engineering, Hotel Management, Education, LLB and all Post Graduate Programmes)