Overview
BCA – Data Science
Eligibility
Fee structure
Curriculum Course Credits Distribution
|
Sl No |
Types of Courses |
No of Course |
Total Credits |
|
1. |
Core Courses (CC) |
16 |
51 |
|
2. |
Program Core(PC) |
7 |
25 |
|
3. |
Ability Enhancement Compulsory Courses(AECC), |
3 |
4 |
|
4. |
Skill Enhancement Courses(SEC) |
4 |
10 |
|
5. |
Generic Elective (GE) |
2 |
6 |
|
6. |
Discipline Specific Elective(DSE) |
3 |
9 |
|
7. |
Project |
1 |
11 |
|
8. |
MOOC Courses |
1 |
3 |
|
9. |
Community Service Program(CSP) |
1 |
1 |
|
10. |
Non Credit Courses (Value added Courses) |
2 |
– |
|
|
Total : |
|
120 |
SEMESTER – I
|
Sl. No |
Course Code |
Course Title |
Course Type |
L |
T |
P |
C |
|
1. |
24BCADS101 |
Kali Kannada/Kannada Tili |
AECC |
1 |
0 |
0 |
1 |
|
2. |
24BCADS102 |
Communicative English |
CC |
2 |
0 |
0 |
2 |
|
3. |
24BCADS103 |
Mathematical Foundations for Computer Applications |
CC |
4 |
0 |
0 |
4 |
|
4. |
24BCADS104 |
Introduction to C Programming |
CC |
3 |
0 |
2 |
4 |
|
5. |
24BCADS105 |
Digital Computer Fundamentals |
CC |
3 |
0 |
0 |
3 |
|
6. |
24BCADS106 |
Introduction to Soft Skills |
SEC |
2 |
0 |
0 |
2 |
|
7. |
24BCADS107 |
Web Design and Development |
CC |
3 |
0 |
2 |
4 |
|
|
|
|
TOTAL |
17 |
0 |
6 |
20 |
SEMESTER – II
|
Sl. No |
Course Code |
Course Title |
Course Type |
L |
T |
P |
C |
|
1. |
24BCADS201 |
Discrete Mathematics |
CC |
3 |
0 |
0 |
3 |
|
2. |
24BCADS202 |
Programming in Python |
CC |
3 |
0 |
2 |
4 |
|
3. |
24BCADS203 |
Fundamentals of Data Structures |
CC |
3 |
0 |
2 |
4 |
|
4. |
24BCADS204 |
Database Management Systems |
CC |
2 |
0 |
2 |
3 |
|
5. |
24BCADS205 |
Operating Systems with Unix |
CC |
3 |
0 |
0 |
3 |
|
6. |
24BCADS206 |
Quantitative Aptitude and Logical Reasoning |
AECC |
2 |
0 |
0 |
2 |
|
7. |
24BCADS207 |
Indian Constitution
|
SEC |
1 |
0 |
0 |
1 |
|
TOTAL |
17 |
0 |
6 |
20 |
|||
SEMESTER – III
|
Sl. No |
Course Code |
Course Title |
Course Type |
L |
T |
P |
C |
|
1. |
24BCADS301 |
Statistical Methods and Techniques |
CC |
3 |
0 |
0 |
3 |
|
2. |
24BCADS302 |
Object Oriented Programming using Java |
CC |
3 |
0 |
2 |
4 |
|
3. |
24BCADS303 |
Fundamentals of Data Science |
PC |
3 |
0 |
0 |
3 |
|
4. |
24BCADS304 |
Design and Analysis of Algorithms |
CC |
2 |
0 |
2 |
3 |
|
5. |
24BCADS305 |
Data Analysis using Excel |
PC |
2 |
0 |
2 |
3 |
|
6. |
24BCADSE1- |
Elective – 1 |
GE |
3 |
0 |
0 |
3 |
|
7. |
24BCADS306 |
Environmental Studies |
AECC |
1 |
0 |
0 |
1 |
|
TOTAL |
17 |
0 |
6 |
20 |
|||
SEMESTER – IV
|
Sl. No |
Course Code |
Course Title |
Course Type |
L |
T |
P |
C |
|
1. |
24BCADS401 |
Multivariate Statistics |
CC |
3 |
0 |
0 |
3 |
|
2. |
24BCADS402 |
Fundamentals of AI & ML |
PC |
3 |
0 |
2 |
4 |
|
3. |
24BCADS403 |
Computer Networks |
CC |
3 |
0 |
2 |
4 |
|
4. |
24BCADS404 |
Software Engineering |
CC |
3 |
0 |
0 |
3 |
|
5. |
24BCADS405 |
Professional Communication and Ethics |
SEC |
2 |
0 |
0 |
2 |
|
6. |
24BCADSE2- |
Elective-2 |
DSE |
3 |
0 |
0 |
3 |
|
7. |
24BCADS406 |
Intellectual Property Rights-IPR |
SEC |
1 |
0 |
0 |
1 |
|
TOTAL |
17 |
0 |
6 |
20 |
|||
SEMESTER – V
|
Sl. No |
Course Code |
Course Title |
Course Type |
L |
T |
P |
C |
|
1. 2. |
24BCADS501 |
Big Data Analytics |
PC |
3 |
0 |
2 |
4 |
|
2. 3. |
24BCADS502 |
Statistical – R Programming |
PC |
3 |
0 |
2 |
4 |
|
3. 4. |
24BCADSE3- |
Elective – 3 |
DSE |
3 |
0 |
0 |
3 |
|
4. 5. |
24BCADSE4- |
Elective – 4 |
DSE |
3 |
0 |
0 |
3 |
|
5. 6. |
OE Code |
Open Elective |
GE |
3 |
0 |
0 |
3 |
|
6. 7. |
24BCADS503 |
Project Phase -1 |
Project |
0 |
0 |
0 |
3 |
|
TOTAL |
15 |
0 |
4 |
20 |
|||
SEMESTER – VI
|
Sl. No |
Course Code |
Course Title |
Course Type |
L |
T |
P |
C |
|
1. |
24BCADS601 |
Deep Learning |
PC |
3 |
0 |
2 |
4 |
|
2. |
24BCADS602 |
Natural Language Processing –NLP |
PC |
3 |
0 |
2 |
4 |
|
3. |
24BCADS603 |
Internship/Swayam/MOOC* |
MOOC |
3 |
0 |
0 |
3 |
|
4. |
24BCADS604 |
Project Phase-2 |
Project |
0 |
0 |
0 |
8 |
|
5 |
24BCADS605 |
Out Reach Activity |
CSP |
0 |
0 |
0 |
1 |
|
TOTAL |
16 |
0 |
6 |
20 |
|||
TOTAL NO. OF CREDITS: 120
POFESSIONAL/GENERAL ELECTIVES (PE/GE)
ELECTIVE – I
|
Sl. No |
Course Code |
Course Title |
Category |
L |
T |
P |
C |
|
1. |
24BCADSE11 |
User Interface and User Experience Design |
GE |
2 |
0 |
2 |
3 |
|
2. |
24BCADSE12 |
Web Content Management |
GE |
3 |
0 |
0 |
3 |
|
3. |
24BCADSE13 |
E-Commerce Application Development |
GE |
3 |
0 |
0 |
3 |
|
4. |
24BCADSE14 |
Accounting and Financial Management |
GE |
3 |
0 |
0 |
3 |
|
5. |
24BCADSE15 |
Data Visualization using Tableau |
GE |
2 |
0 |
2 |
3 |
ELECTIVE – II
|
Sl. No |
Course Code |
Course Title |
Category |
L |
T |
P |
C |
|
1. |
24BCADSE21 |
Block Chain Technologies |
PE |
3 |
0 |
0 |
3 |
|
2. |
24BCADSE22 |
Edge Computing |
PE |
2 |
0 |
2 |
3 |
|
3. |
24BCADSE23 |
DevOps |
PE |
2 |
0 |
2 |
3 |
|
4. |
24BCADSE24 |
Optimization Methods in Machine Learning |
PE |
2 |
0 |
2 |
3 |
|
5. |
24BCADSE25 |
Cloud Computing |
PE |
2 |
0 |
2 |
3 |
ELECTIVE – III
|
Sl. No |
Course Code |
Course Title |
Category |
L |
T |
P |
C |
|
1. |
24BCADSE31 |
Introduction to Data Mining |
PE |
3 |
0 |
0 |
3 |
|
2. |
24BCADSE32 |
Data Analytics in Cloud |
PE |
2 |
0 |
2 |
3 |
|
3. |
24BCADSE33 |
Statistical Machine Learning Algorithms |
PE |
2 |
0 |
2 |
3 |
|
4. |
24BCADSE34 |
Augmented and Virtual Reality |
PE |
2 |
0 |
2 |
3 |
|
5. |
24BCADSE35 |
Information Retrieval
|
PE |
3 |
0 |
0 |
3 |
ELECTIVE – IV
|
Sl. No |
Course Code |
Course Title |
Category |
L |
T |
P |
C |
|
1. |
24BCADSE41 |
Reinforcement Learning |
PE |
2 |
0 |
2 |
3 |
|
2. |
24BCADSE42 |
IOT and Cloud Computing |
PE |
2 |
0 |
2 |
3 |
|
3. |
24BCADSE43 |
Data Security and Privacy |
PE |
3 |
0 |
0 |
3 |
|
4. |
24BCADSE44 |
Distributed Computing for Data Science and AI |
PE |
2 |
0 |
2 |
3 |
|
5. |
24BCADSE45 |
Social Media Analytics |
PE |
2 |
0 |
2 |
3 |
