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What will you learn?
Go from zero to job-ready in AI/ML with beginner-friendly, industry-aligned curriculum from I-Hub IIT Patna, taught in Kannada, covering Python, data analysis, machine learning, and generative AI with hands-on projects. Built for beginners, designed to get you building real things fast.
Meet our Instructor Team
Abhinandan S P
Asst. Professor at IIT Palakkad
Sriram Desai
Senior Software Engineer, PayPal
Meghana Gowda V
Data Scientist, Ex- Flipkart
Abhinandan S P
Asst. Professor at IIT Palakkad
Sriram Desai
Senior Software Engineer, PayPal
Meghana Gowda V
Data Scientist, Ex- Flipkart
*Note: Instructors teaching your batch may change based on specific module expertise, or circumstances such as personal emergencies, unavailability etc.
Course Details
Foundations of Data
- AI vs ML vs GenAI landscape Git/GitHub/CLI VS Code/Colab environments & secrets
- Python for Data (types, flow, functions, files) · notebooks discipline
- NumPy + pandas (indexing, joins/merge, groupby, missing values)
- SQL lite (SELECT/WHERE/GROUP BY + one JOIN) · spreadsheets (pivots, XLOOKUP) · pandas ↔ SQL mental model
- Plotting & storytelling (matplotlib/plotly) · EDA checklist
- APIs (requests, JSON) + basic ethics/ToS · ingest → clean → EDA snack app (optional Streamlit)
Mini Projects Unlocked
CryptoWatch — Real-Time Market Sentiment Tracker
FoodSafety Insights — Restaurant Inspection Intelligence
TrendPulse — What's Actually Trending Right Now
Classical ML
- ML workflow & habits: problem framing, train/validation/test split, baselines, cross‑validation, metric tables
- Data prep: missing values, duplicates, categorical encoding, scaling, leakage guard, simple feature engineering (dates, counts), class imbalance basics
- Regression: Linear Regression + regularization; metrics MAE/RMSE/R²; quick error analysis
- Classification: Logistic Regression; Trees & Random Forests; metrics accuracy, precision/recall, F1, ROC‑AUC; threshold tuning
- Model comparison & selection: choose by metric + simplicity
Mini Projects Unlocked
ChurnGuard — Predicting Customer Exit Before It Happens
LoanLens — Automated Credit Risk Assessment
RentRight — Predicting Fair Apartment Prices
GenAI & Agents
- LLM fundamentals: tokens, context windows, temperature/top‑p, cost/latency basics
- Prompting patterns: role, few‑shot, CoT; tiny prompt‑eval set
- Agents 101 (basics): single agent, 1–2 tools, JSON schemas, retries/backoff, hard stop; mini‑build (CSV Analyst or FAQ Helpdesk)
- Function/Tool calling: structured outputs (JSON/validation), idempotent tool design
- Shipping Sprint (FastAPI): wrap the agent as an API ( /chat ) with Pydantic schemas, env/secrets, logging + request IDs; deploy to Render or HF Spaces; run a 10‑prompt live eval
- RAG 101: embeddings, chunking, retrievers, vector stores; RAG eval (answer correctness & context recall), semantic search
- Agents + RAG: reuse the Agents 101 loop with a retriever tool; same eval harness
- Orchestration (intro): LangGraph basics—nodes, transitions, retries; ship a small agent flow
Mini Projects Unlocked
DataGenie — Natural Language Data Analyst
SupportAI — Intelligent FAQ Helpdesk Agent
ResearchPilot — Automated Market Research Agent
Multi-Model Answerboard (AI Fiesta-style)
One chat, multiple model answers side-by-side with cost/speed badges; toggle RAG for cited answers and add smart routing + A/B prompt
English & Soft Skills Training
Everyday English for Self-Expression
Learn how to talk about yourself comfortably and confidently in common situations.
Building Clear and Correct Sentences
Strengthen sentence formation so your English sounds natural and complete.
Speaking with Impact and Awareness
Learn to organise thoughts, speak smoothly, and communicate with confidence.
Professional Communication & Soft Skills
Apply spoken English skills to professional and workplace-like situations.
Please Note :- "Due to the evolving nature of the industry expectations and partner institute feedback, some syllabus aspects may change. Any updates will be communicated during the Inauguration Session(s) or at the start of the relevant module"
Why choose this course?
Prestigious certification from Vishlesan i-Hub, IIT Patna
Work on real-world capstone projects designed to solve practical challenges.
Taught in Kannada by expert faculty and industry mentors.
Get placement assistance, resume reviews, and coaching (Eligibility: 7+ CGPA and 65% attendance)
*Certificate Eligibility: Minimum 65% overall attendance and 30% marks in cumulative evaluations score
Admission Process
Clear Qualifier Test
Clear the qualifier test to be eligible for the program
Complete Counselling
Only shortlisted candidates go through the counselling process
Start Learning
Learn from India's top educators and stand out from the crowd
Clear Qualifier Test
Clear the qualifier test to be eligible for the program
Complete Counselling
Only shortlisted candidates go through the counselling process
Start Learning
Learn from India's top educators and stand out from the crowd
Qualifier Test Details
To join this program, you must clear the qualifier test on your allotted date.
Test Topics
- Quantitative Aptitude
- Logical Reasoning
- Data Interpretation
- Verbal Ability
Registration Process
- Pay ₹49 and choose your slot
- Unlock free mock test and practice before your final exam
Things to remember
- Test duration : 60 minutes
- You can take the test only once at your allotted time & slot.
- The test must be taken on a desktop or laptop. Supported browsers (latest versions only): Google Chrome, Safari, Microsoft Edge, and Firefox.
Fee Structure
Qualifier Test Fee
(Non Refundable)
Registration Fee
(non-refundable)
Program Fee
(non-refundable)
Total Fees
Option 1
Upfront
(+ GST*)
Option 2
EMI (Through Our NBFC Partners)
(+ GST*)
*18% GST extra, as applicable
How is this course different from others?
The future of AI & Machine Learning is here
70% of enterprises say AI and ML are crucial for gaining competitive advantage in business and staying ahead in the market.
Source: Deloitte Insights75% of companies will integrate AI and ML tools to optimize their decision-making processes, improving efficiency and business outcomes.
Source: Accenture"AI will be the most transformative technology of the 21st century. It will affect every industry and aspect of our lives."
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 like health, education, and security.
Premier Technical Institute
IIT Patna is one of India's top engineering institutes, known for its cutting-edge research and strong academic foundation.
Strong Industry & Research Ecosystem
With active collaborations, incubators, and innovation hubs, IIT Patna bridges academia and industry to drive real-world impact.
How will Masai Help you?
How will Masai Help you?
Placement Opportunities
Get access to interview opportunities and personalized career support. Eligibility: 7+ CGPA and 65% attendance in the program.
Real-Time Learning Ecosystem
Experience a constantly evolving curriculum with live classes and instant academic assistance, designed to keep pace with industry advancements.
Industry Integration and Projects
Participate in hands-on industry projects guided by distinguished faculty and instructors from top experts, ensuring practical and relevant skills development.
FAQs
Contact Us
Contact Person - 1
Sahil Kumar
Contact Person - 2
Maryam Arshad
Get started
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