SAPTHAGIRI NPS UNIVERSITY

Master of Computer Applications (MCA)

Specialization

in

Artificial Intelligences and Machine Learning

Scheme: 2024 -2026 Batch

SEMESTER – I

 

Sl. No

Course Code

Course Title

L

T

P

C

1.      

24MCAAL101

Programming with Python

3

0

   2

4

2.      

24MCAAL102

Mathematical Foundations for Computer Applications

4

0

0

4

3.      

24MCAAL103

Database Management Systems

3

0

2

4

4.      

24MCAAL104

Operating System with Unix

3

0

2

4

5.      

24MCAAL105

Data Structures and Algorithms

3

0

2

4

6.      

24MCAAL106

Professional Communication and Ethics

2

0

0

2

7.      

24MCAAL107

Web Programming

2

0

2

3

8.      

24MCAAL108

Bridge Course-C Programming

3

 

 

 

 

                                                                                             Total

20

0

10

  25

 SEMESTER – II

Sl. No

Course Code

Course Title

L

T

P

C

1.

24MCAAL201

Discrete Mathematics

3

0

0

3

2.

24MCAAL202

Computer Networks.

3

0

0

3

3.

24MCAAL203

Object Oriented Programming in Java

3

0

2

4

4.

24MCAAL204

Software Engineering and Agile Methodologies

3

0

0

3

5.

24MCAAL205

Introduction to Artificial Intelligence & Machine Learning

3

0

2

4

6.

24MCAALE1-

Elective-I

3

0

0

3

7

24MCAALE2-

Elective-II

3

0

0

3

8.

24MCAAL206

Research Methodology and IPR

2

0

0

2

TOTAL

23

0

4

25

 SEMESTER – III 

Sl. No

Course Code

Course Title

L

T

P

C

1.      

24MCAAL401

Cloud Computing

3

0

2

4

2.      

24MCAAL402

AI Tools for  IT

3

0

2

4

3.      

24MCAAL403

Big Data Analytics

3

0

0

3

4.      

24MCAAL404

Natural Language   Processing

3

0

0

3

5.      

24MCAALE3-

Elective – 3

3

0

2

4

6.      

24MCAALE4-

Elective – 4

3

0

0

3

7.      

24MCAAL405

Mini Project

0

0

0

2

8.      

24MCAAL406

Software Project Management

2

0

0

2

TOTAL

20

0

6

25

SEMESTER – IV

Sl. No

Course Code

Course Title

L

T

P

C

1.      

24MCAAL401

Internship/Swayam/MOOC*

3

0

0

3

2.      

 24MCAAL402

Technical Seminar

2

0

0

2

3.      

 24MCAAL403

 Major Project

0

0

0

20

4.      

 24MCAAL404

Out Reach Activity

 

 

 

 

TOTAL

5

0

0

25

TOTAL NO. OF CREDITS:  100

             

 PROFESSIONAL ELECTIVES (PE)

ELECTIVE – I

Sl. No

Course  Code

Course Title

L

T

P

C

1.

24MCAALE11

Full Stack Development

2

0

2

3

2.

24MCAALE12

Software Testing and Practices

2

0

2

3

3.

24MCAALE13

DevOps

2

0

2

3

4.

24MCAALE14

ASP.Net with C#

2

0

2

3

5.

24MCAALE15

Data Visualization with Tableau

2

0

2

3

 ELECTIVE – II

Sl. No

Course Code

Course Title

L

T

P

C

1.      

24MCAALE21

Design and Development of RPA

2

0

2

3

2.      

24MCAALE22

Deep Learning

2

0

2

3

3.      

24MCAALE23

Vision Intelligence

3

0

0

3

4.      

 24MCAALE24

Statistics and Probability for Machine Learning

3

0

0

3

5.      

 24MCAALE25

 Business Intelligence

2

0

2

3

 ELECTIVE – III

Sl. No

Course Code

Course Title

L

T

P

C

1.

24MCAALE31

Edge Computing

2

0

2

3

2.

24MCAALE32

Artificial Intelligence of Things

2

0

2

3

3.

24MCAALE33

Statistical Techniques with ‘R’

2

0

2

3

4.

24MCAALE34

Block Chain Technology

3

0

0

3

5.

24MCAALE35

Advanced Machine Learning

3

0

0

3

ELECTIVE – IV

Sl. No

Course Code

Course Title

L

T

P

C

1.

24MCAALE41

AI and Product Management

3

0

0

3

2.

24MCAALE42

Advanced Embedded System.

1

0

4

3

3.

24MCAALE43

Machine Learning on AWS

1

0

4

3

4.

24MCAALE44

Generative AI & ML

3

0

0

3

5.

24MCAALE45

Social Network Analysis

3

0

0

3