TOPS+
Data Science & AI
Programme 03 · 2 specializations

Data Science & AI

Maths to ML to GenAI — applied to real datasets.
From idea to impact — build the work, the credentials and the network that get you hired before you graduate.
Explore curriculum
Welcome
Programme 03 / 05

MathstoMLtoGenAI—appliedtorealdatasets.2yearsacademic+4-weekpre-internshipbridge+12-monthinternship.

Duration
3 Years
Eligibility
Class 12th
Curriculum

The 3 years that decide your next 30.

Foundations, specializations, internship & international immersion — the full Data Science & AI journey, year by year.

Jump to a section
Sem 1 · Foundation
Sem 1 — Foundation
  • Statistics (Data based)
  • Mathematics (Data based)
  • Python Programming
  • SQL
  • Logical and Analytical Skills
  • Presentation and Communication
  • Understanding Specializations
Master AI tools that industry actually uses
Program Differentiator
Hands-on Project
Live briefs from Sem 1
AI tool Fluency
Tools the industry actually uses
Industry Network Quality
Mentors from product & service co's
Open Source Track Record
Real GitHub commits, public repos
Portfolio
Curated by Year 3
Certification
Globally recognised credentials
5 Globally recognised certifications
Sem 2 – 4 · Specialization
01
Specialization · Track 01

Data Analyst

SQL & Excel Analyst, Data Analyst, Market Research Analyst
What you'll learn
  • Advanced Excel
  • SQL for Data Analytics
  • Python for DA
  • Data Visualisation & Reporting
  • BI Tools
  • Data Storytelling
  • Analytics with Excel & SQL
  • Programming
  • Working with Numpy
  • Working with Pandas
  • Data Visualization with Matploid
  • Data Visualisation with Seaborn
Target companies
Banking & Financial Services, Digital Marketing Agencies, Retail & E-Commerce
You graduate with
  • Build Interactive Dashboards
  • Tell a Story with Data
  • Handle Large Datasets in Python
  • Perform Numerical Analysis
  • Create Publication-Quality Charts
02
Specialization · Track 02

Data Science

NLP Engineer, Computer Vision Engineer, Deep Learning Specialist
What you'll learn
  • Python for Data Science
  • Building API's
  • Python with SQL
  • ML and Deploying Data Applications
  • Neural Networks
  • Deep Learning
  • Computer Vision
  • NLP
  • Gen AI
  • LangChain
  • RAG
  • LLM's and SLM
  • Prompt and Vibe Coding
Target companies
Space & Aerospace, Retail & Demand Forecasting, Research & Development Labs
You graduate with
  • Build Deep Learning Models for Real Problems
  • Build Applications using Gen-AI
  • Develop AI Workflows with LangChain
  • Create RAG-Powered Knowledge Systems
  • Write Intelligent Prompts and Build with Vibe Coding
Sem 5 – 6

Internship & International Immersion — Job Ready.

Internship & International Immersion at top IT & Global Companies of India which will make you Job Ready

Explore international workculture in
Singapore Dubai Japan India
Attend
BootcampsWorkshopsSeminar

Hackathon and Competitions

Local
IIT's Inter CollegeTOPS+
Company Specific
MicrosoftTCSGoogleInfosysIBM
Global And National
ICPC FoundationHackerEarthCode Jam
Class of 2025 · in their words

Hear it from students who made the switch.

Janvi Jariwala
Janvi Jariwala
Citrabee Futuristics LLP
₹4 LPA

Before joining, data analytics felt like just numbers and charts. The DA program helped me work on real datasets, understand business problems, and build the confidence to crack my internship.

DA · TOPS Career Program

I always had an interest in design, but TOPS helped me understand how design works in the real world. From creative thinking to product visuals, the projects built my portfolio and confidence.

Dhrajal Sonagara
Dhrajal Sonagara
TechnOmins
₹3 LPA

I knew data had potential, but I didn't know how to turn it into a career. The DA program gave me hands-on projects, practical tools, and the clarity to step into the industry.

Vatsal Modi
Vatsal Modi
Transform Solution
₹3 LPA

I wanted to learn Java in a practical way, not just theory. The short-term course helped me understand coding logic, build real projects, and prepare for my first professional role.

Mahek Sindhav
Mahek Sindhav
Ximple Solutions
₹3 LPA
Ready to choose

The programme that actually delivers.

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