Course Details

Edge AI & IoT Deployment

Optimize and deploy lightweight neural networks onto microcontrollers, edge devices, and mobile hardware.

8 Weeks₹52,000

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.

1Quantize and prune neural networks for edge devices
2Deploy models onto Raspberry Pi and Jetson Nano
3Build a wake-word detection system for microcontrollers
4Implement real-time inference on iOS/Android

Detailed Syllabus

Week 1-2

Model Optimization Techniques

→Why edge AI? Hardware constraints
→Post-training quantization (PTQ)
→Quantization-Aware Training (QAT)
→Network pruning and knowledge distillation

Week 3-4

Microcontrollers & TinyML

→Introduction to TinyML
→TensorFlow Lite for Microcontrollers
→Building a wake-word detection system
→Deploying on Arduino/ESP32

Week 5-6

SBCs & Hardware Accelerators

→Deploying on Raspberry Pi
→Accelerating inference with Google Coral TPU
→NVIDIA Jetson Nano basics
→Real-time object detection at the edge

Week 7-8

Mobile Deployment (iOS/Android)

→Converting models to CoreML (iOS)
→TFLite integration in Android Apps
→Handling battery/thermal constraints
→Final Edge AI capstone project

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