BSc in Data Science and Analytics

Bachelor of Science (B.Sc) (Honours / Honours with Research)

Data Science & Analytics with Minor in Economics / Digital Business / Bioinformatics


Overview

The B.Sc (Honours / Honours with Research) in Data Science & Analytics at JAIN (Deemed-to-be University) is a future-centric undergraduate programme designed to build strong analytical, computational, and research capabilities and is recognised among the best B.Sc Data Science colleges in Bangalore, the programme integrates Data Science, Artificial Intelligence, Statistics, Cloud Computing, Big Data, and advanced data-driven frameworks with real-world applications. With its interdisciplinary structure and industry-aligned curriculum, it also stands among the top B.Sc Data Science colleges in Bangalore. It is widely regarded as one of the leading B.Sc Data Science colleges in India.

Students have the flexibility to choose a Minor in Economics, Digital Business, or Bioinformatics, enabling interdisciplinary expertise and strengthening employability across scientific, technological, and business domains. This flexibility places the programme among the preferred choices for learners seeking B.Sc Data Science and Analytics colleges in Bangalore that offer both academic depth and practical exposure.

The programme provides robust training through practical labs, industry-led projects, internships, cloud-based environments, research dissertations (for Honours with Research), and value-added certifications in collaboration with GUVI HCL.

 

Eligibility

A student who has passed Level 4 / Class 12 schooling (either through formal schooling or through the open school system) or its equivalent shall be eligible for admission to B.Sc. programmes. 

However, students who have not studied requisite courses from Science discipline related to the respective programmes will have to undertake the prescribed bridge course(s).

Duration: 4 Years (8 Semesters)

Total Credits: 176 Credits (As per UGC FYUGP & NCrF)

 

Program code: 003A
Course code : 3A06
Course Commencement : Jul 2026

Study Campus

School of Sciences
#34, 1st Cross
J C Road
Bangalore - 560027
P +91 80434 30100


Admissions Office

JAIN Knowledge Campus
# 44/4, District Fund Road
Jayanagar 9th Block Campus
Bangalore - 560 069
P : +91 73378 80218
P : +91 98440 73343

Curriculum Structure

  • Relational Database Management System
  • Mathematical Foundation for Data Science I
  • Minor Subject
  • AEC1
  • Database Management System Lab
  • Mathematical Foundation for Data Science I Lab
  • General Elective
  • Mind Management and Human Values 1
  • Transdisciplinary Project Centric Learning 1

  • Data Analysis Using Python
  • Mathematical Foundation for Data Science II
  • Minor Subject
  • AEC2
  • Data Analysis Using Python Lab
  • Mathematical Foundation for Data Science II Lab
  • General Elective
  • Mind Management and Human Values 2
  • Transdisciplinary Project Centric Learning 2

  • Fundamentals of Statistics and Probability
  • Data Analysis with R / Data Warehousing & Data Mining
  • Minor Subject (DSC)
  • Minor (DSE)
  • AEC3
  • Fundamentals of Statistics and Probability Lab
  • Data Analysis with R Lab / Data Warehousing & Data Mining Lab
  • VAC1
  • Transdisciplinary Project Centric Learning 3

  • Data Visualisation and Interpretation
  • Artificial Intelligence
  • Predictive Modeling / Cloud Computing and Data Security
  • Minor Subject
  • AEC4
  • Data Visualisation and Interpretation Lab
  • Artificial Intelligence Lab
  • Predictive Modeling Lab / Cloud Computing and Data Security Lab
  • VAC3
  • Transdisciplinary Project Centric Learning 4

  • Machine Learning
  • Inference Theory / Information Retrieval
  • Graph Theory / Cryptography & Network Security
  • Minor Subject
  • Machine Learning Lab
  • Inference Theory Lab / Information Retrieval Lab
  • Graph Theory Lab / Cryptography & Network Security Lab
  • Project
  • Internship
  • Transdisciplinary Project Centric Learning 5

  • Big Data Analytics
  • Time Series Analysis / High Performance Computing and Distributed Systems
  • Numerical Methods for Data Science / Deep Learning and Neural Network
  • Minor Subject
  • Big Data Analytics Lab
  • Time Series Analysis Lab / High Performance Computing and Distributed Systems Lab
  • Numerical Methods for Data Science Lab / Deep Learning and Neural Network Lab
  • Transdisciplinary Project Centric Learning 6
  • Project

Honours
  • Natural Language Processing
  • Computer Vision and Image Analytics / Applied Multivariate Statistics
  • Reliability & Survival Analysis / IoT and Data Analytics
  • Minor Subject
  • General Elective
  • Natural Language Processing Lab
  • Project
Honours with Research
  • Natural Language Processing
  • Computer Vision and Image Analytics / Applied Multivariate Statistics
  • Reliability & Survival Analysis / Reinforcement Learning & Optimization Techniques
  • Minor Subject
  • General Elective
  • Natural Language Processing Lab
  • Project

Honours
  • Generative AI
  • Applied Machine Learning / Text and Web Mining
  • Optimisation Techniques / Virtual and Augmented Reality
  • Minor Subject
  • Generative AI Lab
  • Applied Machine Learning Lab / Text and Web Mining Lab
  • Project
Honours with Research
  • Generative AI
  • Research Methodology for Data Science / AI Ethics & Responsible Data Science
  • Text and Web Mining / Applied Machine Learning
  • Minor Subject
  • Generative AI Lab
  • Text and Web Mining Lab / Applied Machine Learning Lab
  • Project

Note: Each semester includes Discipline Specific Cores, Discipline Specific Electives, Ability Enhancement Courses, Skill Enhancement Courses, General Elective, Value-Addition Courses and Minor courses with theory and laboratory components (where applicable), structured as per the regulations.

Credit Distribution

Sl. No Nature of the Course Credits
1 Major 88
2 Minor 34
3 Ability Enhancement Courses 12
4 Skill Enhancement Courses 09
5 Value-Added Courses 10
6 Multidisciplinary Courses 9 / 11
7 Internship 02
8 Research 10 / 12
TOTAL 176

Additional Certification (if applicable): Certification courses from GUVI HCL

Course Highlights

  • Flexible Major–Minor structure aligned with NEP 2020.
  • Opportunity to specialise with a Minor in Economics, Digital Business, or Bioinformatics.
  • Curriculum mapped to national and global Data Science & AI learning outcomes.
  • Deep focus on Data Analytics, Machine Learning, AI, Cloud Computing, and Big Data Engineering.
  • Extensive real-world exposure through industry projects, case studies, hackathons, and internships.
  • Access to high-performance computing labs, cloud platforms, and advanced analytics tools.
  • Strong pathway to careers in Data Science, ML, AI, Big Data, BI, Cloud Engineering, and Research.
  • Final-year project or research dissertation building readiness for PhD and advanced research roles.
  • Direct PhD eligibility (≥75%) for Honours with Research graduates as per NEP 2020.
  • Strong industry partnerships, academic collaborations, and support for the innovation ecosystem.

Career Enhancement Programs

 

The programme includes extensive career-focused training:

  • Data Science Laboratory & Analytics Tools Training
  • Python for Data Science & Machine Learning Toolkit
  • Scientific & Technical Communication Workshops
  • Industry Field Visits, Data Centre Tours & Innovation Lab Exposure
  • Research Accelerator Programme (RAP) – Data Science Edition
  • Industry Seminars, Tech Talks & Guest Lectures
  • National/International Conferences & Hackathon Support
  • Internship Guidance with Faculty and Industry Mentors
  • Placement Preparation & Career Skills Training
  • Data Ethics, Privacy & Responsible AI Workshops
  • Advanced Analytics Bootcamps
  • Entrepreneurship & Innovation Sessions

 

FAQ's

Can I choose any Minor with Data Science?


Yes, you may choose a Minor in Economics, Digital Business, or Bioinformatics. Eligibility to select a Minor may depend on meeting prerequisite courses or requirements set by the department.

Will every Minor be offered each year?


The Minor will run only if the required minimum number of students opt for it.

Can I change my Minor after choosing it?


No. Once allotted, you cannot change your Minor.

Is this Data Science programme aligned with NEP 2020 norms?


Yes. The course follows new national education standards and university rules

What is the difference between Honours and Honours with Research in Data Science?


Honours includes a project; Honours with Research includes a 12-credit dissertation in Semester 7 & 8.

Can I pursue a PhD after completing this degree?


Yes. Students who complete Honours with Research and secure ≥75% overall marks are generally eligible for PhD admission in many Indian institutions, subject to each institution's selection process. Additional eligibility criteria may apply as per institution guidelines.

What if I choose not to take up the research dissertation?


You will finish with a B.Sc (Honours) in Data Science instead of a B.Sc (Honours with Research).

Will international universities accept this NEP-aligned Data Science degree?


Yes, the 4-year Honours with Research is equivalent to a global Bachelor’s degree and is accepted by most universities abroad.

Will my Minor appear on the final degree certificate?


Yes. As per UGC norms, the degree certificate will clearly state: “B.Sc (Honours / Honours with Research) in Data Science with Minor in Economics/Digital Business/Bioinformatics”.

Can I complete my project or dissertation with an external industry or research organisation?


Yes, you can do projects outside the college if the department approves and the work meets course rules.