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Artificial Intelligence and Data Science
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Study
Materials
EVEN Semester 2023-2024
Semester IV (Regulation 2022)
SL No.
Subject Code
Subject Name
Notes
1
22MA401
Probability and Statistics
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
2
22CS304
Operating Systems
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
3
22CS401
Distributed and Cloud Computing
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
4
22AI401
Machine Learning
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
5
22AI402
Web Application Development
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
6
22AI901
Business Intelligence and Analytics
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
EVEN Semester 2023-2024
Semester VI (Regulation 2021)
SL No.
Subject Code
Subject Name
Notes
1
21AI601
Business Analytics
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
2
21AI604
Knowledge Engineering (lab integrated)
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
3
21AI903
Reinforcement Learning
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
4
21AI907
AI in Block chain
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
ODD Semester 2023-2024
Semester III (Regulation 2022)
SL No.
Subject Code
Subject Name
Notes
1
22GE302
Universal Human Values II
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
2
22MA301
Discrete Mathematics
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
3
22CS302
Computer Organization and Architecture
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
4
22CS303
Design and Analysis of Algorithms
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
5
22AI301
Artificial Intelligence
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
6
22AI302
Data Science using Python
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
ODD Semester 2023-2024
Semester V (Regulation 2021)
SL No.
Subject Code
Subject Name
Notes
1
21MA301
Discrete Mathematics
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
2
21AI501
Data Exploration and Visualization
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
3
21AI502
Machine Learning
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
4
21OE010
Biomedical Instrumentation
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
5
21CS501
Computer Networks
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
ODD Semester 2023-2024
Semester VII (Regulation 2017)
SL No.
Subject Code
Subject Name
Notes
1
AD8701
Deep Learning
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
2
AD8702
Text Analytics
Unit 1
Unit 2
Unit 3
Unit 4
3
AD8703
Basics of Computer Vision
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
4
AD8704
Big Data Management
Unit 1
Unit 2
Unit 3
Unit 4
5
AD8705
AI and Robotics
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
6
OCY751
Waste Water Treatment
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
7
AD8013
Ethics of Artificial Intelligence
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
EVEN Semester 2022-2023
Semester IV (Regulation 2021)
SL No.
Subject Code
Subject Name
Notes
1
21MA401
Probability and Statistics
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
2
21AI401
Artificial Intelligence
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
3
21AI402
Data Analytics
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
4
21AI403
Object Oriented Software Engineering
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
5
21AI404
Operating System Fundamentals (Lab Integrated)
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
6
21CS402
Design and Analysis of Algorithm
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
Semester VI (Regulation 2017)
SL No.
Subject Code
Subject Name
Notes
1
AD8601
Artificial Intelligence –II
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
2
AD8602
Data and Information Security
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
3
IT8501
Web Technology
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
4
CW8591
Software Architecture
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
5
AD8007
Software Testing and Quality Assurance
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
6
MG8591
Principles of Management
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
ODD Semester 2022-2023
Semester III(Regulation 2021)
SL No.
Subject Code
Subject Name
Notes
1
21AI301
Digital Principles and Computer Architecture
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
2
21AI302
Introduction to Data Science
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
3
21CS302
Object Oriented Programming
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
4
21CS304
Database Management Systems
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
5
21EL301
Universal Human Values -II: Understanding Harmony
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
6
21MA304
Linear Algebra
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
Semester V(Regulation 2017)
SL No.
Subject Code
Subject Name
Notes
1
AD8501
Optimization Techniques
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
2
AD8502
Data Exploratiion and Visualization
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
3
AD8552
Machine Learning
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
4
OCE551
Air Pollution and Control Engineering
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
5
AD8551
Business Analytics
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
6
CW8691
Computer Networks
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
EVEN Semester 2021-2022
Semester IV
SL No.
Subject Code
Subject Name
Notes
1
AD8001
Software Development Process
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
2
AD8401
Database Design and Management
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
3
AD8402
Artificial Intelligence - I
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
4
AD8403
Data Analytics
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5
5
MA8391
Probability and Statistics
Unit 1
Unit 2
Unit 3
Unit 4
Unit 5