Overview
- MCA – Artificial Intelligence & Machine Learning
Scheme
SEMESTER – I
|
Sl. No |
Course Code |
Course Title |
L |
T |
P |
C |
|
1. |
24MCAAS101 |
Programming with Python |
3 |
0 |
2 |
4 |
|
2. |
24MCAAS102 |
Mathematical Foundations for Computer Applications |
4 |
0 |
0 |
4 |
|
3. |
24MCAAS103 |
Database Management Systems |
3 |
0 |
2 |
4 |
|
4. |
24MCAAS104 |
Operating System with Unix |
3 |
0 |
2 |
4 |
|
5. |
24MCAAS105 |
Data Structures and Algorithms |
3 |
0 |
2 |
4 |
|
6. |
24MCAAS106 |
Professional Communication and Ethics |
2 |
0 |
0 |
2 |
|
7. |
24MCAAS107 |
Web Programming |
2 |
0 |
2 |
3 |
|
8. |
24MCAAS108 |
Bridge Course-C Programming |
3 |
|||
|
Total |
20 |
0 |
10 |
25 |
||
SEMESTER – II
|
Sl. No |
Course Code |
Course Title |
L |
T |
P |
C |
|
1. |
24MCAAS201 |
Discrete Mathematics |
4 |
0 |
0 |
4 |
|
2. |
24MCAAS202 |
Computer Networks. |
3 |
0 |
0 |
3 |
|
3. |
24MCAAS203 |
Object Oriented Programming in Java |
3 |
0 |
2 |
4 |
|
4. |
24MCAAS204 |
Software Engineering and Agile Methodologies |
3 |
0 |
0 |
3 |
|
5. |
24MCAAS205 |
Introduction Artificial Intelligence & Machine Learning |
3 |
0 |
2 |
4 |
|
6. |
24MCAASE1- |
Elective-I |
3 |
0 |
0 |
3 |
|
7 |
24MCAASE2- |
Elective-II |
3 |
0 |
0 |
3 |
|
8. |
24MCAAS206 |
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. |
24MCAAS401 |
Big Data Analytics |
3 |
0 |
2 |
4 |
|
2. |
24MCAAS402 |
Introduction to Data Science |
3 |
0 |
2 |
4 |
|
3. |
24MCAAS403 |
Natural Language Processing -NLP |
2 |
0 |
2 |
3 |
|
4. |
24MCAAS404 |
AI on Robotics Process Automation |
3 |
0 |
2 |
3 |
|
5. |
24MCAASE3- |
Elective – 3 |
3 |
0 |
0 |
4 |
|
6. |
24MCAASE4- |
Elective – 4 |
3 |
0 |
0 |
3 |
|
7. |
24MCAAS405 |
Mini Project |
0 |
0 |
0 |
2 |
|
8. |
24MCAAS406 |
Software Project Management |
2 |
0 |
0 |
2 |
|
TOTAL |
19 |
0 |
8 |
25 |
||
SEMESTER – IV
|
Sl. No |
Course Code |
Course Title |
L |
T |
P |
C |
|
1. |
24MCAAS401 |
Internship/Swayam/MOOC* |
3 |
0 |
0 |
3 |
|
2. |
24MCAAS402 |
Technical Seminar |
2 |
0 |
0 |
2 |
|
3. |
24MCAAS403 |
Major Project |
0 |
0 |
0 |
20 |
|
4. |
24MCAAS404 |
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. |
24MCAASE11 |
MERN Stack Development |
2 |
0 |
2 |
3 |
|
2. |
24MCAASE12 |
Software Testing and Practices |
2 |
0 |
2 |
3 |
|
3. |
24MCAASE13 |
DevOps |
2 |
0 |
2 |
3 |
|
4. |
24MCAASE14 |
ASP.Net with C# |
2 |
0 |
2 |
3 |
|
5. |
24MCAASE15 |
Data Visualization with Tableau |
2 |
0 |
2 |
3 |
ELECTIVE – II
|
Sl. No |
Course Code |
Course Title |
L |
T |
P |
C |
|
1. |
24MCAASE21 |
Block Chain Technology |
3 |
0 |
0 |
3 |
|
2. |
24MCAASE22 |
Distributed Computing for Data Science and AI |
2 |
0 |
2 |
3 |
|
3. |
24MCAASE23 |
Statistical Machine Learning Algorithms |
3 |
0 |
0 |
3 |
|
4. |
24MCAASE24 |
Statistics – R Programming |
3 |
0 |
0 |
3 |
|
5. |
24MCAASE25 |
Edge Computing |
2 |
0 |
2 |
3 |
ELECTIVE – III
|
Sl. No |
Course Code |
Course Title |
L |
T |
P |
C |
|
1. |
24MCAASE31 |
Data Engineering with Hadoop |
2 |
0 |
2 |
3 |
|
2. |
24MCAASE32 |
Generative AI and Machine Learning |
2 |
0 |
2 |
3 |
|
3. |
24MCAASE33 |
AI & ML in Cybersecurity |
2 |
0 |
2 |
3 |
|
4. |
24MCAASE34 |
Deep learning |
3 |
0 |
0 |
3 |
|
5. |
24MCAASE35 |
Cloud Comuting |
3 |
0 |
0 |
3 |
ELECTIVE – IV
|
Sl. No |
Course Code |
Course Title |
L |
T |
P |
C |
|
1. |
24MCAASE41 |
Reinforcement Learning |
3 |
0 |
0 |
3 |
|
2. |
24MCAASE42 |
Data Analytics in Cloud Computing |
3 |
0 |
0 |
3 |
|
3. |
24MCAASE43 |
AI on Edge and Mobile Computing |
3 |
0 |
0 |
3 |
|
4. |
24MCAASE44 |
Data Analysis using Excel |
3 |
0 |
0 |
3 |
|
5. |
24MCAASE45 |
Applications of Neural Networks |
2 |
0 |
2 |
3 |
