Choose your batch
Each batch has its own dates, timing and fee. Pick one to see its details and book.
Live weekend classes
AI & Data Science Program
Live weekend classes and 12 industry projects, from your first line of Python to job-ready AI engineering.
- 12 months
- Sundays
- 3 hours a week
- 12 industry projects
- 14 industry tracks to choose from
- Beginner → Advanced → Expert
Learn AI and data science on weekends, alongside college or work. Every month you learn one area in live classes and finish an end-to-end project on real industry data, so by the end you have 12 projects to show employers. Classes are live and recorded, taught by industry practitioners, in small batches.
Fees
Monthly
₹2,999 / month
Pay each month (UPI AutoPay or card). Cancel any time; access runs to the end of the paid month.
One-time
₹32,390 for 12 months
The whole program, plus recordings of earlier batches.
How joining works
-
1
Book a free seat
No payment now. Your seat is held in the next batch.
-
2
Pay when the batch is confirmed
We email you; pay within 48 hours to keep your seat.
-
3
Join live weekend classes
Classes are recorded, so you can catch up on anything you miss.
Choose your industry track
Everyone learns the same AI skills each month. Your 12 projects come from the industry you choose, so you finish with a portfolio for the jobs you want.
Healthcare & Hospitals: AI reads scans, predicts which patients are at risk, shortens hospital queues and helps doctors with records.
Free courses and datasets for Healthcare & Hospitals →Month by month
Every month ends with an end-to-end project you can show employers, from Healthcare & Hospitals.
Month 1 Python for data Beginner
Python basics, data types, loops and functions; working with files, CSV and JSON; virtual environments, Jupyter and Git.
Project · Healthcare & Hospitals
OPD waiting-time report
Clean a hospital's outpatient appointment records and report waiting times by department, day and hour.
Month 2 Data analysis with pandas and SQL Beginner
pandas DataFrames, cleaning and joining data, group-by and pivot tables; SQL queries, joins and window functions.
Project · Healthcare & Hospitals
Public health indicators
Load NFHS district data into a database and compare anaemia, vaccination and nutrition across states with SQL.
Month 3 Statistics and data visualisation Beginner
Descriptive statistics, probability, sampling, hypothesis tests and A/B testing; charts with Matplotlib, Seaborn and Plotly.
Project · Healthcare & Hospitals
Does the treatment work?
Analyse a public clinical study, compare the treatment and control groups with hypothesis tests and show the results clearly.
Month 4 Machine learning foundations Beginner
Supervised learning, regression and classification, train/test splits and cross-validation, scikit-learn pipelines.
Project · Healthcare & Hospitals
Diabetes risk predictor
Predict diabetes risk from health check-up measurements with classification models, and check which factors matter.
Month 5 Feature engineering and model evaluation Advanced
Feature engineering, imbalanced data, ensembles (random forests, XGBoost, LightGBM), metrics, explainability with SHAP.
Project · Healthcare & Hospitals
Hospital readmission model
Predict which patients are likely to be readmitted within 30 days, handle the imbalance and explain risk with SHAP.
Month 6 Deep learning with PyTorch Advanced
Neural networks, training loops, CNNs for images, transfer learning, GPUs on Google Colab.
Project · Healthcare & Hospitals
Chest X-ray classifier
Train an image model on a public chest X-ray dataset to flag likely pneumonia for a doctor to review.
Month 7 Natural language processing Advanced
Text cleaning, embeddings, transformers and Hugging Face, fine-tuning for classification, multilingual models.
Project · Healthcare & Hospitals
Clinical notes extractor
Pull symptoms, diagnoses and medicines out of de-identified clinical notes and summarise each patient visit.
Month 8 Time series and forecasting Advanced
Trends and seasonality, ARIMA and Prophet, gradient-boosted forecasts, evaluating forecasts over time.
Project · Healthcare & Hospitals
Bed occupancy forecast
Forecast daily bed occupancy for a hospital, including seasonal fever outbreaks, to plan staff and beds.
Month 9 Large language models and RAG Expert
How LLMs work, prompting, embeddings and vector databases, retrieval-augmented generation, evaluating answers.
Project · Healthcare & Hospitals
Medical guidelines assistant
Build a RAG assistant over ICMR and WHO guidelines that answers with sources and always advises seeing a doctor.
Month 10 AI agents and tool use Expert
Function calling, multi-step agents, planning and memory, guardrails and evaluation of agent behaviour.
Project · Healthcare & Hospitals
Appointment and triage agent
Create an agent that books appointments, asks screening questions and passes urgent warning signs to a human at once.
Month 11 MLOps and deployment Expert
APIs with FastAPI, Docker, CI/CD, model registries, monitoring and data drift, cloud deployment basics.
Project · Healthcare & Hospitals
Risk model in production
Deploy the readmission model with de-identified data, audit logs and monitoring suitable for a hospital.
Month 12 Capstone and career preparation Expert
Scoping a real problem, project planning, portfolio, résumé and GitHub reviews, mock technical interviews.
Project · Healthcare & Hospitals
Healthcare capstone
Solve a real hospital or public-health problem end to end with a mentor and present it to a panel.
What you can watch
| Monthly | Your batch's live classes and recordings, from the batch start to the current month, while your payments are up to date. |
|---|---|
| One-time | Your whole batch, plus recordings of earlier batches. |
| Joining a running batch | That batch's earlier recordings, so you can catch up. |
| After you finish | 12 more months of free access. |