Integrated Specialisation · GenAI + MLOps

AI & Data Science

A practitioner path from Python and SQL through AI, Generative AI and data science to production-grade MLOps — with business intelligence, cloud and security foundations, benchmarked to recognised industry certifications.

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12

Core Modules

6

Industry Certifications

5

Learning Stages

1

Industry Internship

Integrates into any IT degree. Embed this specialisation as a credit-aligned track within a BSc, BCA, B.Tech, MCA or any IT-related program — or run it standalone.

Core modules

Each subject carries outcome-based course outcomes, practicals and a certification benchmark.

AI & Data Science

Python Programming
AI & Generative AI
Statistics & SQL
Data Science & BI (Power BI / Tableau)
Data Visualisation & Storytelling
MLOps & AI Production

Foundations & Infrastructure

Linux & OS Essentials
Cisco Networking (CCNA)
AWS Cloud Administration
Microsoft Azure
Ethical Hacking & Pentest
Projects & Internships

The learning journey

From technical foundations to production AI — with real projects and internships.

01

Foundations

Linux & OS, Python programming and Cisco networking — the technical base.

02

Cloud & Data

AWS cloud administration, Microsoft Azure, statistics and SQL for data.

03

AI & Data Science

AI & Generative AI for app development, plus data science and BI with Power BI and Tableau.

04

Security & Storytelling

Ethical hacking & penetration testing and data visualisation & storytelling.

05

Production & Practice

MLOps & AI production, a secure cloud-infrastructure project and structured internships.

Cert-benchmarked content

Subject content is mapped to recognised industry certifications.

CCNA 200-301 AWS SAA-C03 Microsoft AZ-104 EC-Council CEH Microsoft PL-300 (Power BI) Tableau Desktop Specialist

Where freshers start

Because the program gives hands-on exposure to both data/AI and cloud/cyber security, graduates can target entry-level roles across both fields.

Data & AI

Data / Business Analyst
BI Analyst (Power BI / Tableau)
Junior Data Scientist
Junior ML / AI Engineer
Junior Data Engineer
AI / GenAI App Developer (Entry)

Cloud & Cyber Security

L0 / L1 Cloud Support Engineer
Associate Cloud Engineer
NOC Engineer (L1)
SOC Analyst (L1 / Tier 1)
Cloud / Network Security Engineer
VAPT / Penetration Tester (Junior)
Outcome-based, NEP 2020 aligned Production MLOps practice Project + internships

Add this specialisation to your program

We'll tailor the AI, data science and MLOps curriculum, labs and certification roadmap to integrate with your degree structure.

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