IIT Patna AI & ML Course (Vishlesan i-Hub): 8-Month Syllabus, Fees and Eligibility
A complete guide to the 8-month Certification in AI & ML from Vishlesan i-Hub, IIT Patna, delivered with Masai: syllabus by module, projects, instructors, fees and EMI, qualifier test, certificate and placement conditions.
Quick answer: what is the IIT Patna AI & ML course?
The IIT Patna AI & ML course is an 8-month online Certification in Artificial Intelligence and Machine Learning from Vishlesan i-Hub, IIT Patna, delivered with Masai. It teaches Python, machine learning, deep learning, NLP, generative AI, LLM engineering, AI agents and MLOps across five modules, needs about 10 hours a week, and is open to learners who are 12th pass and above. Admission starts with a ₹99 qualifier test.
Last updated: 4 November 2026. Fees, dates and eligibility were checked against Masai's official programme page on that date.
Key takeaways
- Duration and mode: 8 months, fully online, about 10 hours per week.
- Starting point: the curriculum begins with Python, Git, SQL and maths, so it is described as beginner-friendly.
- Five modules: foundations, machine learning, deep learning and NLP, generative AI and agents, and production deployment with a capstone.
- Hands-on proof of work: several practice projects, one capstone, and two showcased projects (an image classifier and a churn predictor with a live API).
- Credential: a Certificate of Completion from Vishlesan i-Hub, IIT Patna. It is a certificate, not a degree.
- Cost: a programme fee of ₹50,000 within a total of ₹54,000 plus GST (the programme fee plus a ₹4,000 registration fee), with upfront and EMI options.
- Admission: clear a ₹99, 60-minute qualifier test, then attend counselling if shortlisted. Batch 5 admissions were open on 4 November 2026.
In this guide
- AI and ML full form, and why this skill set matters
- IIT Patna AI & ML course at a glance
- What you will learn in 8 months: module by module
- Tools you will work with
- Projects you will build
- Who teaches the programme
- About Vishlesan i-Hub, IIT Patna
- Who is this course for?
- AI and ML courses online in India: what to look for
- Free AI and ML courses with certificate vs a structured programme
- IIT Patna AI & ML course fees: fee structure and EMI
- Eligibility and admission process
- Certificate and placement conditions
- What to know before you enrol
- Not sure the 8-month programme is the right fit? Compare the shorter cohorts
- Frequently asked questions about the IIT Patna AI & ML course
- Ready to start your AI and ML journey?
- Related reading
AI and ML full form, and why this skill set matters
AI stands for Artificial Intelligence, the ability of software to perform tasks that normally need human intelligence. ML stands for Machine Learning, the branch of AI where systems learn patterns from data instead of following hand-written rules. An "AI and ML course" therefore teaches you to build, evaluate and deploy systems that learn from data. For a deeper comparison, see AI vs machine learning vs deep learning.
Employers across industries increasingly want people who can move from a notebook to a working model, which is why this course ends with deployment and MLOps rather than stopping at theory. For a view of what hiring teams look for, see the AI and ML skills in demand in 2026.
IIT Patna AI & ML course at a glance
| Detail | What the programme page states |
|---|---|
| Programme name | Certification in Artificial Intelligence and Machine Learning |
| Institute | Vishlesan i-Hub, IIT Patna |
| Delivery partner | Masai |
| Duration | 8 months |
| Time commitment | 10 hours per week |
| Mode | Online, with live classes |
| Eligibility | 12th pass and above |
| Tools | 12+ industry tools such as Python, NumPy, Pandas and Jupyter |
| Projects | Multiple hands-on practice projects and 1 capstone project |
| Certificate | Certificate of Completion from Vishlesan i-Hub, IIT Patna |
| Admission | ₹99 qualifier test, then counselling if shortlisted |
| Fee | ₹54,000 + GST (₹50,000 programme fee + ₹4,000 registration fee) |
| Intake | Batch 5 admissions open on 4 November 2026; qualifier test date listed as 11 November 2026 |
What you will learn in 8 months: module by module
The syllabus runs from Python basics to deployed generative AI systems. Each module builds on the last, so you are never asked to use a tool you have not been prepared for.
Module 1: core programming and analytical foundations
This is where the groundwork is laid. You will:
- Master Python programming and version control with Git and GitHub
- Write SQL queries to extract insight from relational databases
- Clean and reshape raw data into reliable datasets using NumPy and Pandas
- Build visual stories and statistical dashboards with Matplotlib and Seaborn
- Develop the probability and mathematical intuition behind every ML model
Why it matters: most real machine learning work is data work. Learners who can query, clean and explain data are the ones whose models can be trusted.
Module 2: predictive modelling and machine learning systems
Now you build models that forecast real outcomes. You will:
- Build regression and classification models for business outcomes
- Choose evaluation metrics that match the real commercial cost of a wrong prediction
- Implement ensemble methods, including Random Forests and Boosting
- Find hidden customer segments and detect anomalies without labelled data
- Design leak-free pipelines using cross-validation and systematic hyperparameter tuning
Why it matters: picking the right metric and avoiding data leakage are what separate a classroom model from one a business can rely on.
Module 3: deep learning, NLP and emerging trends
This module moves into neural networks and unstructured data. You will:
- Design and train neural networks, from a single neuron to deep architectures
- Use transfer learning for production-grade image classification with limited data
- Turn text into semantic embeddings for classification and sequence forecasting
- Learn the attention mechanism and the Transformer architecture behind modern AI systems
- Implement object detection with YOLO and image generation with GANs and Diffusion models
Why it matters: computer vision and language models are behind most of today's AI products, and this module covers both.
Module 4: generative AI, LLM engineering and agentic systems
This is the module most learners are searching for when they look for a generative AI course online. You will:
- Understand LLM internals: tokenisation, attention and reinforcement learning from human feedback
- Apply prompt engineering strategies that produce reliable, structured output for enterprises
- Build Retrieval-Augmented Generation (RAG) pipelines grounded in an organisation's own knowledge
- Fine-tune foundation models efficiently using LoRA and parameter-efficient techniques
- Design autonomous AI agents that reason, pick tools and execute multi-step tasks using LangChain
Why it matters: RAG, fine-tuning and agents are how companies are actually putting LLMs to work.
Module 5: production deployment, MLOps and capstone
The final module is about shipping. You will:
- Expose trained models as production-grade REST APIs that any application can use
- Deploy containerised AI services to the cloud with secure credentials and rollback management
- Set up structured logging, monitoring and alerting for live inference systems
- Handle production failures such as hallucination, model drift and runaway inference cost
- Deliver a portfolio-grade capstone that solves a real industry problem end to end
Why it matters: a model that never leaves a notebook creates no value. This module teaches the engineering around it.
The programme page notes that some syllabus aspects may change with industry expectations and institute feedback, and that updates are communicated at the inauguration session or at the start of the relevant module.
Tools you will work with
The programme page lists 12+ industry tools. The ones named or shown include Python, NumPy, Pandas, Jupyter, scikit-learn, PyTorch, Hugging Face, Docker and LangChain, alongside Git, GitHub, SQL, Matplotlib and Seaborn from the module descriptions.
Projects you will build
Beyond practice projects in each module, the page showcases two applied projects:
Each project ends with a clear output: a classifier whose weak spots are documented, and a deployable predictor with a model card you can defend in an interview. The programme also includes one capstone project, and the page notes that project deliverables for your batch may differ.
Who teaches the programme
- Dr. Surya Prakash: Professor, Department of Computer Science and Engineering, IIT Indore, with over 12 years of teaching and research experience.
- Nikhil Sanghi: Data Scientist at Synthesis Labs, who has built and deployed LLM-based solutions.
- Amit Singh: Technical Trainer with experience designing and delivering corporate training programmes for small and large groups across industries.
The page notes that instructors for your batch may change based on module expertise or availability.
About Vishlesan i-Hub, IIT Patna
Vishlesan i-Hub at IIT Patna is part of a national mission advancing AI in speech, video and text analytics for sectors such as health, education and security. IIT Patna is one of India's well-known technical institutes, and the programme page highlights its research strength and its collaborations with industry, incubators and innovation hubs. For more on the credential, read what the Vishlesan i-Hub IIT Patna certificate means.
Who is this course for?
The page positions the programme for four groups, and says no prior experience is required:
- Tech professionals who want to build AI-driven products such as recommendation systems and predictive models, and improve products with generative AI and deep learning
- Non-tech professionals who want to move into AI-related work
- Business owners and entrepreneurs who want to apply AI in their business
- Students and career starters who want an industry-aligned start in AI and ML
AI and ML courses online in India: what to look for
There are many AI and ML courses online in India, and details differ a lot. Use this checklist for any programme, and see how this one answers each point.
Comparing providers? Our guide to the best AI and ML courses in India lines up the options.
Free AI and ML courses with certificate vs a structured programme
Free AI and ML courses with certificates are a good way to explore the field and test whether you enjoy it. A structured programme becomes worth considering when you want a defined path, live classes, mentors, assessed projects and a credential tied to an institute. Here is how the IIT Patna programme is built around that need:
- A full path: five modules take you from Python to deployment, so you are not stitching topics together yourself.
- Live learning and support: the page describes live classes and instant academic assistance.
- Assessed work: certificate eligibility depends on attendance and evaluation scores, which keeps the learning accountable.
- A portfolio: projects and a capstone give you something concrete to show.
IIT Patna AI & ML course fees: fee structure and EMI
| Fee component | Amount |
|---|---|
| Qualifier test fee (non-refundable, paid separately) | ₹99 |
| Registration fee (paid during counselling) | ₹4,000 |
| Programme fee (refundable as per Masai's Refund and Withdrawal Policy) | ₹50,000 |
| Total fee | ₹54,000 + GST (registration fee + programme fee) |
| Payment option | Amount |
|---|---|
| Upfront payment (listed as best value) | ₹59,720, inclusive of GST |
| EMI via NBFC partners | ₹7,631 per month for 9 months (about ₹68,679 in total) |
The nine EMI instalments add up to about ₹68,679, so paying upfront costs less overall, while EMI spreads the cost across 9 months. EMI partners listed by Masai include Bajaj Finance, ShopSe, Varthana and Propelld, and EMI terms are set by the lending partners, so confirm them before you choose. The ₹99 qualifier test fee is paid separately and is not part of the ₹54,000 total. The programme page states that no scholarships are offered. For a line-by-line view, see our full fee breakdown with EMI and refund rules.
Eligibility and admission process
Eligibility: 12th pass and above.
How to join (as listed on the programme page):
- Sign up and pick a slot. Register for the qualifier test and pay the non-refundable ₹99 test fee.
- Take the 60-minute test. It is taken online on a laptop or desktop, once, in your allotted slot, and covers quantitative aptitude, logical reasoning, data interpretation and verbal ability. A free mock test is included. See our qualifier test guide for the syllabus and sample questions.
- Attend counselling. Only shortlisted applicants attend this one-on-one session, where you pay the ₹4,000 registration fee.
- Pay the programme fee and start learning with live classes and your cohort.
Seats are limited, so Masai recommends taking the qualifier test early. At the time of writing (4 November 2026), Batch 5 admissions were open and the qualifier test date was listed as 11 November 2026.
Certificate and placement conditions
- Certificate: you receive a Certificate of Completion from Vishlesan i-Hub, IIT Patna if you meet a minimum of 65% overall attendance and 30% marks in cumulative evaluations. The certificate is issued as a digital copy, typically within 2-3 months of the final exam.
- Placement assistance: resume reviews, career coaching and interview support are available if you score 70% marks and have 65% attendance in the programme. This is support, not a job guarantee.
- Attendance: the 65% minimum can be met through live sessions or by watching recordings in full within 30 days of the class.
- Class timings: weekday classes start from 8:00 PM, weekend timings depend on faculty availability, and the weekly schedule is shared every Saturday.
What to know before you enrol
A good decision is an informed one, so keep these points in mind:
- It is a certificate, not a degree. It adds credentials and skills; it does not replace a university qualification.
- Plan for about 10 hours a week for 8 months, including live classes and project work.
- The syllabus, projects and instructors can change by batch, as the programme page notes.
- Placement support has conditions, so attendance and performance matter from the first week.
- Results depend on you. The projects and capstone only help if you build them yourself and can explain your decisions.
Not sure the 8-month programme is the right fit? Compare the shorter cohorts
Masai also runs two shorter certifications with Vishlesan i-Hub, IIT Patna. All three share the same 10-hours-a-week rhythm.
| Cohort | Duration | Total fee (before GST) | Best for |
|---|---|---|---|
| Launchpad | 12 weeks | ₹15,000 | Beginners who want SQL, Python, Excel, statistics and Tableau foundations |
| Accelerator | 4 months | ₹27,000 | Professionals who want to use AI tools, prompting and no-code automation at work |
| AI & ML (this course) | 8 months | ₹54,000 | Learners aiming for an AI or ML career, from Python to MLOps |
Frequently asked questions about the IIT Patna AI & ML course
What is the IIT Patna AI & ML course?
It is an 8-month online Certification in Artificial Intelligence and Machine Learning from Vishlesan i-Hub, IIT Patna, delivered with Masai. It covers Python, machine learning, deep learning, NLP, generative AI, LLMs, agents and MLOps.
What is the full form of AI and ML?
AI stands for Artificial Intelligence and ML stands for Machine Learning. AI is the broader goal of making software behave intelligently, and ML is the approach where systems learn patterns from data.
What will I learn in the IIT Patna AI & ML course?
You will learn Python, Git, SQL, data cleaning and visualisation, probability, regression and classification, ensemble methods, deep learning, NLP, computer vision, generative AI, RAG, LoRA fine-tuning, LangChain agents, API deployment and MLOps across five modules.
How long is the course?
The course runs for 8 months, with about 10 hours of learning per week.
Is the course online?
Yes. The learning mode is online, with live classes.
What is the eligibility for the IIT Patna AI & ML course?
The programme page states 12th pass and above. Applicants take a ₹99 qualifier test and, if shortlisted, attend a counselling session.
Do I need coding experience to join?
The page describes the curriculum as beginner-friendly and says it begins with Python basics, Git, SQL and maths, so you do not need to arrive as a programmer.
How much is the IIT Patna AI & ML course fee?
The total fee is ₹54,000 plus GST: a ₹4,000 registration fee and a ₹50,000 programme fee. The ₹99 qualifier test fee is separate and non-refundable. You can pay upfront (₹59,720 inclusive of GST as listed) or by EMI of ₹7,631 per month for 9 months through NBFC partners.
Is there an EMI option?
Yes, through NBFC partners such as Bajaj Finance, ShopSe, Varthana and Propelld, at ₹7,631 per month for 9 months. The EMI total is higher than the upfront payment.
Is the programme fee refundable?
The programme fee is refundable as per Masai's Refund and Withdrawal Policy, while the ₹99 qualifier test fee is non-refundable. Read the policy before paying.
Which tools and technologies does the course cover?
Python, NumPy, Pandas, Jupyter, scikit-learn, PyTorch, Hugging Face, Docker, LangChain, Git, GitHub and SQL, along with visualisation libraries such as Matplotlib and Seaborn.
What projects will I build?
You will work on several hands-on practice projects and one capstone. The page showcases a CNN-based product-image classifier and a customer-churn predictor deployed as a FastAPI endpoint with a model card.
Who are the instructors?
Dr. Surya Prakash (Professor, CSE, IIT Indore), Nikhil Sanghi (Data Scientist, Synthesis Labs) and Amit Singh (Technical Trainer). Instructors may change by batch.
Will I get a certificate from IIT Patna?
You receive a Certificate of Completion from Vishlesan i-Hub, IIT Patna if you meet 65% overall attendance and 30% marks in cumulative evaluations.
Is placement guaranteed?
No. Resume reviews, career coaching and interview support are provided to learners who score 70% marks and keep 65% attendance, but a job is not guaranteed.
Are there free AI and ML courses with certificate, and how is this different?
Yes, many free options exist and they suit exploration. This programme is a structured, paid path with live classes, assessed projects, a capstone and an institute-issued certificate, so it suits learners who want a defined route and accountability.
What jobs can I target after an AI and ML course?
The programme page does not promise specific roles. Skills in machine learning, deep learning, generative AI and deployment are used in titles such as machine learning engineer, data scientist and AI developer, and the projects and capstone help you show those skills. See how to become a machine learning engineer for a typical path.
What is the admission process and qualifier test for the IIT Patna AI & ML course?
Admission starts with a ₹99 qualifier test: 60 minutes, online, on a laptop or desktop, taken once in your allotted slot. It covers quantitative aptitude, logical reasoning, data interpretation and verbal ability. If you clear it and are shortlisted, you attend a one-on-one counselling session before enrolling. See our qualifier test guide.
What are the class timings, and what if I miss a class?
Weekday classes start from 8:00 PM, and weekend timings depend on faculty availability. The schedule is shared every Saturday for the following week. If you miss a live class, recordings are available on the learning platform, and attendance counts if you watch them in full within 30 days.
Can I get a scholarship or financial aid?
No. The programme page states that the programme does not offer scholarships. You can pay upfront or use an EMI through NBFC partners.
Can international students apply?
Yes, international students can apply if they meet the eligibility criteria set for the course.
What salary can I expect after the course?
Masai does not publish a fixed or guaranteed average salary for this programme. Outcomes depend on prior experience, educational background, the role you pursue, the company and your performance. Read our guide to AI and ML jobs in India for market context.
How is the 8-month programme different from the Launchpad and Accelerator?
Launchpad (12 weeks, ₹15,000 + GST) builds SQL, Python, Excel, statistics and Tableau foundations. Accelerator (4 months, ₹27,000 + GST) focuses on using AI tools, prompting and no-code automation at work. The 8-month programme (₹54,000 + GST) goes deeper into machine learning, deep learning, generative AI and MLOps.
Ready to start your AI and ML journey?
If an 8-month, project-led path from Python to deployed generative AI fits your goals, the next step is simple: read the full programme details and register for the qualifier test on the official programme page. For questions before you apply, contact the programme team:
- WhatsApp: +91 87929 74750
- Email: iitp.programs@masaischool.com
Fees, curriculum, eligibility and batch dates are as published on the official programme page at the time of writing and are subject to change. Please confirm current details with Masai before enrolling.
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