Certificate Programme in

AI and Machine Learning

from IIT Patna Vishlesan I-Hub Foundation

Become industry-ready with AI and Machine Learning.

Build AI projects with real Indian datasets.

Launch or accelerate your AI career in 7 months.

Join 1+ lakh upGrad alumni

28
Weeks Programme
5
courses + 4-week capstone
5
masterclasses IIT faculty led
5+
projects Real-world datasets

About the Certificate Programme in AI and Machine Learning

The IIT Patna Vishlesan I-Hub Foundation Certificate Programme in AI and Machine Learning is a 28-week programme covering Python, machine learning, deep learning, and GenAI through live online sessions, industry experts, and IIT Patna faculty masterclasses. Build job-ready AI skills alongside your work or studies.

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

Master real-world AI and ML skills with IIT Patna Vishlesan I-Hub.

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Duration

28 weeks

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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

End-to-End AI Development

End-to-End AI Development

Build AI solutions from data preparation and model development to deployment.

AI Engineering Toolkit

AI Engineering Toolkit

Gain hands-on exposure to MLOps, LLMs, RAG and agentic AI workflows.

GitHub Portfolio

GitHub Portfolio

Build GitHub projects demonstrating practical AI engineering skills.

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

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

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Skills You'll Acquire

✓Airflow
✓Python
✓SQL
✓Data Analysis
✓Supervised ML
✓Unsupervised ML
✓Agentic AI
✓Generative AI
✓LLMs
✓Feature Engineering
✓Deep Learning
✓Transfer Learning
✓Object Detection
✓Prompt Engineering
✓RAG
✓Agentic Workflows
✓LLM Applications
✓Model Deployment
✓Recommendation Systems

Simple & flexible payment

Programme Fee

Reserve your seat with ₹5,000 and choose how you want to pay the remaining programme fee.

Total Programme Fee

₹50,000 + GST

Registration amount is included in the programme fee.

Pay first to reserve your seat

₹5,000

Registration fee · adjusted against programme fee

Remaining after registration

₹45,000 + GST*

How would you like to pay?

Select a plan below to see your payment breakdown.

  • 1

    Registration Reserve your seat

    ₹5,000

  • 2

    Balance payment Complete programme fee

    ₹54,000

Simplest payment option
  • 1

    Registration Reserve your seat

    ₹5,000

  • 2

    Month 1 First instalment

    ₹18,000

  • 3

    Month 2 Second instalment

    ₹18,000

  • 4

    Month 3 Final instalment

    ₹18,000

Split into 3 equal payments
  • 1

    Registration Reserve your seat

    ₹5,000

  • 2

    Month 1 EMI begins

    ₹9,000

  • 3

    Months 2–5 Same monthly instalment

    ₹9,000/mo.

  • 4

    Month 6 Final instalment

    ₹9,000

Lowest monthly payment

₹5,000 registration reserves your programme seat

Choose full payment, 3-month or 6-month option

Credit facility is facilitated through third-party providers

*GST is applicable on complete programme fee as per prevailing regulations. EMI / credit facilities may be subject to approval, terms, processing charges and policies of third-party financing providers. Registration fee forms part of the total programme fee.

Where This Programme Can Take You

AI/ML Engineer (Junior)

AI/ML Engineer (Junior)

Build practical AI and ML solutions for real-world business problems.

Junior Data Scientist

Junior Data Scientist

Analyse data, build predictive solutions, and generate actionable insights.

AI Application Developer (Intern)

AI Application Developer (Intern)

Develop AI-powered applications and prototypes for business needs.

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

Earn a Certificate of Completion fromIIT Patna Vishlesan I-Hub Foundation

Certification image

Sample Certificate of Completion

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.

Learn From Industry Experts and IIT Faculty

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

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

Lead Consultant

Sandeep Kumar

12+ years of experience in AI engineering and data analysis for translating business challenges into reliable & interpretable products and spearheading AI literacy workshops to upskill teams across psychometrics, GenAI, engineering, and product design.

Faculty

Managing Director

Pragya Gaur

Professional Trainer and adjunct faculty, ICF-style Coach with 22+ years of experience specializing in Executive coaching, Advanced AI, Applied Analytics, and Strategic Consulting capability development.

Faculty

Data Scientist

Kunal Shriwas

11+ years of experience in data science domain including industry experience, academia as a professor and data science trainer and a strong education background specialised in Data science and image processing.

Faculty

AI Data Scientist

Rahul Tiwari

Data Scientist, GenAI Architect & Corporate Trainer with 19+ years delivering end-to-end AI, Machine Learning, Deep Learning & Generative AI solutions for Fortune 500 enterprises across Finance, Banking, Retail, Pharma, Insurance & Technology.

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

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

Sandeep Kumar

Lead Consultant

12+ years of experience in AI engineering and data analysis for translating business challenges into reliable & interpretable products and spearheading AI literacy workshops to upskill teams across psychometrics, GenAI, engineering, and product design.

Faculty
Faculty

Pragya Gaur

Managing Director

Professional Trainer and adjunct faculty, ICF-style Coach with 22+ years of experience specializing in Executive coaching, Advanced AI, Applied Analytics, and Strategic Consulting capability development.

Faculty
Faculty

Kunal Shriwas

Data Scientist

11+ years of experience in data science domain including industry experience, academia as a professor and data science trainer and a strong education background specialised in Data science and image processing.

Faculty
Faculty

Rahul Tiwari

AI Data Scientist

Data Scientist, GenAI Architect & Corporate Trainer with 19+ years delivering end-to-end AI, Machine Learning, Deep Learning & Generative AI solutions for Fortune 500 enterprises across Finance, Banking, Retail, Pharma, Insurance & Technology.

Your Path to Enrolment

Eligibility Criteria
  • 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
  • Work ExperienceNo mandatory work experience required.
Admission Process
  • 01
    Submit ApplicationComplete your application with your motivation and goals
  • 02
    Get Shortlisted & Receive OfferThe admissions committee reviews your application
  • 03
    Block Your Seat & Start LearningConfirm your seat to begin the pre-programme bridge

Frequently Asked Questions

Fee
Curriculum
Career Services
Programme

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.