MCA Data Science

Semester 1 ^st

Course Name	L	T	P	C	CH
Artificial Intelligence	2	0	1	3	4
Relational Database Management System	3	0	2	5	7
Data Structures	3	0	1	4	5
Statistical Techniques	3	0	0	3	3
Python Programming	3	0	2	5	7
Total Credits & CH				20	26
Cumulative Credits				20

Semester 2 ^nd

Course Name	L	T	P	C	CH
Machine Learning	3	0	1	4	5
Full Stack Development	3	0	2	5	7
Design & Analysis of Algorithm	3	0	1	4	5
Program Elective -1	3	0	1	4	5
Soft Skills-I	0	0	2	2	4
Aptitude-1	0	4	0	4	4
Total Credits & CH				23	30
Cumulative Credits				43

Semester 3 ^rd

Course Name	L	T	P	C	CH
Cloud Computing	3	0	0	3	3
Deep Learning	3	0	1	4	5
Agile Technologies	2	0	1	3	4
Program Elective -II	3	0	0	3	3
Minor Project	0	0	3	3	6
Soft Skills-II	0	0	2	2	4
Aptitude-II	4	0	0	4	4
Total Credits & CH				22	29
Cumulative Credits				65

Semester 4 ^th

Course Name	L	T	P	C	CH
MLOps & Model Deployment	3	0	2	5	7
Elective -III	3	0	2	5	7
Project	0	0	6	6	20
Total Credits & CH				16	22
Cumulative Credits				81

Course Name	L	T	P	C	CH
Internship	0	0	0	16	0
Total				16
Cumulative Credits				81

Program Elective - I

Course Name	L	T	P	C	CH
Natural Language Processing (NLP)	3	0	1	4	5
Data Visualization & Storytelling	3	0	1	4	5
Modern Regression Methods in Data Science	3	0	2	4	5

Program Elective - II

Course Name	L	T	P	C	CH
Research Methodology & IPR	3	0	0	3	3
Advance Java	3	0	0	3	3
Data Science for AI	3	0	0	3	3

Program Elective - III

Course Name	L	T	P	C	CH
Business Analytics	3	0	2	5	7
Time Series & Forecasting	3	0	2	5	7
Recommender Systems	3	0	2	5	7

*Curriculum subject to change as per academic requirements.