Course Details

AI in Healthcare

Apply deep learning to medical imaging, genomics, and electronic health records while ensuring compliance and privacy.

12 Weeks₹80,000

Hands-on Highlights

This program is designed around shipping functional, production-ready AI applications from day one. You will move beyond theory and build real products.

1Train a CNN for tumor detection in MRI scans
2Build predictive models using Electronic Health Records (EHR)
3Implement federated learning for privacy-preserving AI
4Deploy a medical image segmentation API (U-Net)

Detailed Syllabus

Week 1-3

Medical Data & Compliance

→Understanding HIPAA and GDPR compliance
→Handling DICOM and NIfTI file formats
→De-identification of medical records
→Ethics and bias in healthcare algorithms

Week 4-6

Medical Imaging & Diagnostics

→Classifying X-Rays using transfer learning
→Image segmentation with U-Net
→Detecting anomalies in MRI/CT scans
→Handling class imbalance in clinical datasets

Week 7-9

Predictive Modeling with EHR

→Parsing and embedding Electronic Health Records
→Predicting patient readmission rates
→Survival analysis using machine learning
→Extracting insights from clinical notes (ClinicalBERT)

Week 10-12

Privacy & Advanced Architectures

→Introduction to Federated Learning
→Training models across decentralized hospitals
→Drug discovery and genomics fundamentals
→Deploying a secure clinical decision support API

Format & Location

Hybrid Learning

Choose between intensive IRL bootcamps at our physical campuses in Pondicherry, Vellore, or Coimbatore, or join our flexible online programs designed for working professionals.

Prerequisites

Who is this for?

We assume a fundamental understanding of Python and basic programming concepts. This is for developers looking to master deep learning and build real AI products.

Elite Mentorship

Learn from builders

Learn directly from engineers who have built and scaled AI systems. Get code reviews, architecture feedback, and career guidance.

Outcomes

Ship real products

Our primary focus is helping you build a strong portfolio of real, deployed AI products to show employers. All graduates receive a verifiable certificate.

Ready to build?

Join our next cohort to get started.

Apply Now