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IIT PATNA Vishlesan I-Hub Foundation

Certificate Programme in

AI and Machine Learning

from IIT Patna Vishlesan I-Hub Foundation

Become industry-ready with AI and Machine Learning.

Ship deployed AI projects with real Indian business datasets.

Launch your AI career or accelerate it with in-demand ML and Generative AI skills in just 7 months.

Join 1+ lakh upGrad alumni

28
Weeks Programme
5
Core Modules
5+
Real-world Projects
5
IIT Patna Faculty Masterclasses

Certification from IIT Patna I-Hub

Industry-aligned AI curriculum from IIT Patna I-Hub and upGrad Rise.

Delivered by upGrad Rise
Top institute from India

About the Certificate Programme in AI and Machine Learning

IIT Patna Vishlesan I-Hub Foundation Certificate Programme in AI and Machine Learning is a 28-week programme that builds a solid foundation across Python, machine learning, deep learning, and generative AI. Learning is delivered through online-live sessions by industry expert instruction and IIT Patna faculty masterclasses, so learners can build job-ready AI skills without pausing their current work or studies.

Build practical AI and machine learning skills through hands-on projects, industry-led learning, and IIT Patna faculty masterclasses.

IIT Patna Vishlesan I-Hub Foundation certificate programme prepares you for real-world AI and machine learning roles.

AboutAbout
#D61229

Duration

28 weeks

#D61229

Mode

Online-Live sessions & Recorded content

Why Choose This Programme

IIT Patna I-Hub Credibility

IIT Patna I-Hub Credibility

Certificate from IIT Patna Vishlesan I-Hub Foundation

Capstone Project

Capstone Project

4 weeks of progressive capstone built to build an industry real portfolio

Real Industry Projects

Real Industry Projects

Work on real-world AI projects shipped to GitHub

AI-Integrated Curriculum

AI-Integrated Curriculum

Covers classical ML through MLOps, LLMs, RAG, and agentic workflows

Career Services

Career Services

Career Portal for portfolio optimisation and Internshala Pro Subscription

Live Sessions

Live Sessions

Weekend live sessions from industry experts and masterclass by IIT Patna faculty

Where This Programme Can Take You

AI/ML Engineer (Junior)

AI/ML Engineer (Junior)

Junior Data Scientist

Junior Data Scientist

AI Application Developer (Intern)

AI Application Developer (Intern)

AI/ML Engineer (Junior)

AI/ML Engineer (Junior)

Junior Data Scientist

Junior Data Scientist

AI Application Developer (Intern)

AI Application Developer (Intern)

Business Analyst

Business Analyst

Recommendation Systems Engineer (Junior)

Recommendation Systems Engineer (Junior)

Forecasting Engineer (Junior)

Forecasting Engineer (Junior)

Graduates Build Careers Across Leading Technology & AI Sectors

With hands-on portfolio projects and a deployed-AI curriculum, graduates can pursue ML, AI application, and data science roles across India's fastest-growing sectors.

Technology
GCCs
Fintech
Healthcare AI
E-commerce
BFSI
Product Companies
SaaS Startups
Consulting

Built for Every Kind of AI Learner

Whether you're a student preparing for your first role or a professional strengthening your technical capabilities, this programme meets you where you are.

Undergraduates

Explore the Curriculum

The programme progresses from Python and ML fundamentals all the way to Generative AI and a fully functional LLM Pipeline.

Course Name

Description

Weeks

Programming with Python

Setting up Anaconda, Jupyter and Colab, Python Syntax, Variables, Constants, Data Types, OOP, Python Control Structures, Python Data Structures, Basic and Advanced Excel, Normal Distribution, Central Limit Theorem, Confidence Intervals, ANOVA, A/B Testing

4

Data Analysis and Visualization

NumPy and Pandas, SQL, Data Cleaning, Univariate and Bivariate Analysis, Derived Metrics, Data Visualisation Principles, Matplotlib, Seaborn, Formatting Plots, Creating Subplots

4

Machine Learning

Linear Regression, Logistic Regression, Decision Trees and Ensembles, Model Selection, Time Series Analysis, Support Vector Machines, Recommendation Systems, Clustering

5

MLOps

Introduction to MLOps, MLOps Industry Tools, MLOps Industry Workflows, MLOps on GCP, Intro to Linux, Linux Commands - Admin and Networking, Shell and BASH, Git and GitHub Essentials, Containerised DS Applications

4

Gen AI, LLMs & Agentic AI Applications

Classical NLP, Feedforward & Convolutional Networks, RNNs and Embedding Models, Encoder-Decoder Architecture and Transformers, Computer Vision, Gen AI and LLM APIs, LLM Security and Evaluations, RAG Systems, Agentic AI, Ethical AI, LLM Application System

7

Capstone Project

Develop a controlled customer support generation system by benchmarking a baseline LLM, integrating a naive RAG pipeline over corporate SOPs, and fine-tuning for structured intent routing to systematically compare and optimize multi-stage LLM performance

4

Total No. of Weeks

28

Tools Covered

Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool
Tool

Skills You'll Acquire

✓Airflow
✓Python
✓SQL
✓Data Analysis
✓Supervised ML
✓Unsupervised ML
✓Agentic AI
✓Generative AI
✓LLMs

Programme Fee

Programme Fee

₹50,000 + GST

Block Fee (part of programme fee)

₹5,000

No Cost EMI per month

₹18,000 (3 months) | ₹9,000 (6 months)

What You Get:

✓ Certificate from IIT Patna Vishlesan I-Hub Foundation

✓ 5 core modules + capstone project

✓ 5 live IIT Patna faculty masterclasses

✓ Portfolio projects - deployed on GitHub

✓ Career Portal and Internshala Pro access

Amount of ₹5,000 to reserve your seat in the Program (“Block Fee”) to be paid before initiating loan application

Amount of ₹5,000 to reserve your seat in the Program (“Block Fee”) to be paid before initiating loan application

The credit facility is provided by a third-party credit facility provider and any arrangement with such third party is outside upGrad's purview

The credit facility is provided by a third-party credit facility provider and any arrangement with such third party is outside upGrad's purview

A processing fee will be charged on the basis of the payment method selected

A processing fee will be charged on the basis of the payment method selected

Learn From Industry Experts and IIT Faculty

Faculty

Principal Machine Learning Engineer

Abhishek Vijayvargia

AI and data science leader with 10+ years of experience in building enterprise AI, machine learning, and analytics solutions. Has led digital transformation initiatives, mentored technology teams, and specializes in applying AI to solve large-scale business challenges.

Faculty

Founder

Tricha Anjali

Founder of Numberz.ai and AI researcher with over 20 years of experience in artificial intelligence, machine learning, data science, and enterprise product development. Passionate about translating cutting-edge AI research into practical business applications.

Faculty

Founder & CEO

Vishwa Mohan

Founder of upGrad School of Technology and Aimerz.ai and an experienced educator focused on software engineering, AI, and technology upskilling. Dedicated to helping learners build industry-ready technical skills through practical, hands-on learning.

Faculty

Director of Analytics

Shreyas M

Engineering leader with 12+ years of experience in software development, cloud technologies, and AI-powered applications. Passionate about building scalable products and mentoring the next generation of technology professionals.

Faculty

Senior AVP, Data Science / Machine Learning

Prakhar Agrawal

AI and machine learning professional with 10+ years of experience in building intelligent systems, predictive models, and data-driven solutions using modern AI technologies and industry best practices.

Faculty
Faculty

Abhishek Vijayvargia

Principal Machine Learning Engineer

AI and data science leader with 10+ years of experience in building enterprise AI, machine learning, and analytics solutions. Has led digital transformation initiatives, mentored technology teams, and specializes in applying AI to solve large-scale business challenges.

Faculty
Faculty

Tricha Anjali

Founder

Founder of Numberz.ai and AI researcher with over 20 years of experience in artificial intelligence, machine learning, data science, and enterprise product development. Passionate about translating cutting-edge AI research into practical business applications.

Faculty
Faculty

Vishwa Mohan

Founder & CEO

Founder of upGrad School of Technology and Aimerz.ai and an experienced educator focused on software engineering, AI, and technology upskilling. Dedicated to helping learners build industry-ready technical skills through practical, hands-on learning.

Faculty
Faculty

Shreyas M

Director of Analytics

Engineering leader with 12+ years of experience in software development, cloud technologies, and AI-powered applications. Passionate about building scalable products and mentoring the next generation of technology professionals.

Faculty
Faculty

Prakhar Agrawal

Senior AVP, Data Science / Machine Learning

AI and machine learning professional with 10+ years of experience in building intelligent systems, predictive models, and data-driven solutions using modern AI technologies and industry best practices.

Masterclasses Led by IIT Patna Faculty

Dr. Sriparna Saha
Associate Professor, IIT Patna

Dr. Sriparna Saha is an Associate Professor at IIT Patna with deep expertise in Natural Language Processing, machine learning, and biomedical informatics.

Prof. Amgoth Tarachand
Faculty, IIT (ISM) Dhanbad

Prof. Amgoth Tarachand is a faculty member at IIT (ISM) Dhanbad, specialising in Internet of Things, machine learning, data analytics, and wireless sensor networks.

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Your Path to Enrolment

  • Educational Qualification Successfully completed Class 12 (i.e., Higher Secondary) or hold an equivalent or higher qualification with 50% or higher marks
  • Pre-requisiteBasic knowledge of school-level algebra and probability and exposure to programming
Application Process
  • 01
    Submit ApplicationComplete your application with your motivation and goals
  • 02
    Get Shortlisted & Receive Offer The admissions committee reviews your application
  • 03
    Block Your Seat & Start LearningConfirm your seat to begin the pre-programme bridge

Graduate With a Certificate of Completion from

IIT Patna Vishlesan I-Hub Foundation

Certification image

Sample Certificate of Completion

Frequently Asked Questions

Programme
Fee
Curriculum
Career Services

Talk to our academic counsellor today!

Disclaimer

This is a professional upskilling program and does not confer a degree, diploma, academic qualification, professional licence or accreditation unless expressly stated otherwise. Individual outcomes may vary based on a variety of factors, including prior qualifications, skills, experience, effort and market conditions.

If you intend to pursue higher education (including a bachelor's, postgraduate or doctoral program), seek academic credit transfer, satisfy professional licensing requirements, support immigration applications, or apply for employment requiring a specific qualification or credit framework, you are advised to independently verify the suitability, recognition and acceptance of this program before enrolling.

Any references to career progression, salary, compensation, placements or other outcomes are indicative, and are provided for informational purposes only. They do not constitute a guarantee or assurance of employment, promotion, salary, compensation or any specific career outcome.

Finance, No Cost EMI and Credit Card EMI facilities, where available, are offered solely by independent third-party financial institutions. Approval, eligibility, interest rates, charges, repayment terms and other conditions are determined exclusively by such institutions and may be modified or withdrawn without prior notice. Learners should review the applicable terms directly with the relevant financial institution before availing any financing option.

Programmes

  • Certificate Programme in AI and Machine Learning
  • Certificate Programme in Data Analytics and AI Fundamentals

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