Admission 2020 Open Apply Now

Amritapuri

Academics

BCA Data Science is an advanced three year undergraduate course which is designed to fulfill the requirements of the current IT industries.

This course mainly focuses on bridging the gap between industries and academics through latest technologies into the curriculum and research-oriented training.

  • More than 95% practical oriented and advanced curriculum with valuable inputs from leading IT experts.
  • More sophisticated labs, infrastructure and skilled teaching aids.
  • Intensive and research oriented assignments and projects are integral part of the programme.
  • More advanced and current IT requirement courses like Big Data Analytics, Machine Learning, Deep Learning, IoT, Parallel Programming, Statistics with modern programming languages like Python, Open MP, R Programming etc.

Eligibility: 60% aggregate in PU/+2 in any discipline or its equivalent or 3-year Polytechnic Diploma

Programme Duration: 3 years (6 Semesters)


Curriculum

Semester 1
Course Title L T P Cr
Cultural Education I 0 0 2
Communicative English 2 0 2 3
Language 1 1 1 0 2
Mathematical Foundations for Data Science 3 1 0 4
Environmental Science and Sustainability 3 0 0 3
Computer Essentials for Data science 3 0 0 3
Problem solving and Programming in C 3 1 0 4
Problem solving and Programming in C Lab 0 0 3 1
Computer Essentials for Data science Lab 0 0 3 1
Total 23
Semester 2
Course Title L T P Cr
Cultural Education II 2 0 0 2
Professional Communication 1 0 3 2
Language II 1 1 0 2
Statistics and Probability 3 1 0 4
Database Management System 3 0 0 3
Object Oriented Programming using Java 3 1 0 4
Operating Systems  3 1 0 4
Object Oriented Programming Using Java Lab 0 0 3 1
Database Management System Lab 0 0 3 1
Total 23
Semester 3
Course Title L T P Cr
Amrita Value Programme I 0 0 1
Life Skills I 1 0 2 2
Linear Algebra for Data Science 3 1 0 4
Exploratory Data Analysis using python 3 0 3  4
Data Structure and Algorithms 3 1 0 4
Computer Networks 3 1 0 4
Inferential Statistics 2 1 0 3
Data Structures and Algorithms Lab 0 0 3  1
Data Science using Spread sheet modelling lab 0 0 3 1
Total       24
Semester 4
Course Title L T P Cr
Amrita Value Programme II 1 0 0 1
Life Skills II 1 0 2 2
Data mining 3 0 0 3
R Programming for data sciences  2 0 3  3
Software Engineering 2 1 0 3
Web Technologies 3 0 3 4
Elective A 3 0 0 3
Live in Labs / Open Elective A 3 0 0 3
Data mining Lab 0 0 3 1
Case study based Seminar 1 0 0 1
Total 24
Semester 5
Course Title L T P Cr
Life skills III 1 0 2 2
Artificial Intelligence 3 0 0 3
Machine Learning 3 0 0 3
Elective B 3 0 0 3
Cloud Computing 3 0 0 3
Elective C 3 0 0 3
Cloud computing Lab 0 0 3 1
Machine Learning Lab 0 0 3 1
Minor Project       4
Total 23
Semester 6
Course Title L T P Cr
Big Data Analytics and Visualization 3 0 0 3
Data Governance 3 0 0 3
Elective D 3 0 0 3
Big Data Analytics Lab 0 0 3 1
Major Project       10
         
         
         
         
TOTAL       20

Languages

Language I

Course Title L T P Cr ES
Hindi I 1 0  2 2 B
Kannada I 1 0 2 2 B
Malayalam I 1 0  2 2 B
Sanskrit I 1 0  2 2 B
Tamil I 1 0 2 2 B

Language II

Course Title L T P Cr ES
Hindi II 1 0  2 2 B
Kannada II 1 0 2 2 B
Malayalam II 1 0 2 2 B
Sanskrit II 1 0 2 2 B
Tamil II 1 0 2 2 B

Elective A, B,C

Course Title L T P Cr ES
Time-series Analysis 3 0 0 3 E
Introduction to IoT 3 0 0 3 E
Embedded Systems 0 0 3 E
Non-relational Databases 3 0 0 3 E
Pattern Recognition 3 0 0 3 E
Image Processing 3   0 3 E
Wireless Networks and communication          
Multimedia and Graphics 3 0 0 3 E
Bio informatics 3 0 0 3 E
Soft Computing 3 0 0 3 E
Advanced operating system and Distributed computing 0 0 3 E
Course Title L T P Cr ES
Natural Language Processing 3 0 0 3 E
Text Mining and Analytics 0 0 3 E
Secure Data Analytics 3 0 0 3 E
Business intelligence 3 0 0 3 E
Quantum Computing 0 0 3 E
Visual Programming using C# 3 0 0 3 E
Design Pattern 0 0 3 E
BlockChain          

* Two Open Elective courses are to be taken by each student, one each in the 4th and the 5th semesters, from the list of Open Electives offered by the School.

# Students undertaking and registering for a Live-in-Lab project, can be exempted from registering for an Open Elective course in the fifth semester.

Electives listed above are only indicative. Actual Offering will depend on the number of students registering for the courses and availability of faculty.
School Administration reserves the right to modif y the subjects / curriculum / detailed syllabus as per the topical needs or changes in trends of the academic stream or industry requirements.
* One of the electives can be a Live-in-labs project done over a period of two semesters.

Year-wise Curriculum & Syllabus

You can join this program at
Degree: 
Undergraduate (UG)
School: 
School of Arts and Sciences
Campuses: 
Mysuru
Amritapuri