Comprehensive 6-Month Embedded Systems & Edge AI Program

Embedded Systems & Edge AI

Learn to develop smart systems using microcontrollers, sensors, embedded programming, IoT integratio

Master low-level hardware programming, real-time operating systems, and edge intelligence in Calicut through an intensive 6-month hands-on program. Build, optimize, and deploy machine learning models directly onto resource-constrained microcontrollers and edge hardware using C/C++, ARM Cortex-M, FreeRTOS, TensorFlow Lite, and NVIDIA Jetson.

Embedded Systems & Edge AI Curriculum

  • Month 1: C/C++ Programming & Hardware Fundamentals
  • Advanced C/C++ for embedded systems, memory management, pointers, and bitwise operations.
  • Microcontroller architecture, GPIOs, timers, interrupts, and hardware debugging techniques.
  • Month 2: Communication Protocols & Peripherals
  • Interfacing serial communication protocols: UART, SPI, I2C, CAN bus, and USB.
  • Sensor and actuator integration, ADC/DAC signal processing, and DMA controller configuration.
  • Month 3: Real-Time Operating Systems (RTOS)
  • Core RTOS concepts: task scheduling, priorities, context switching, and preemptive kernels.
  • Inter-task communication using FreeRTOS: queues, semaphores, mutexes, and event groups.
  • Month 4: Edge Computing & Linux Embedded Systems
  • Embedded Linux development, kernel configuration, device trees, and cross-compilation toolchains.
  • Edge gateway architecture, hardware acceleration, and containerization on SBCs (Raspberry Pi/Jetson).
  • Month 5: TinyML & On-Device Machine Learning
  • Deep learning fundamentals optimized for edge devices and model quantization techniques.
  • Deploying neural networks using TensorFlow Lite for Microcontrollers and Edge Impulse.
  • Month 6: Vision/Audio AI Acceleration & Industrial Capstone
  • Accelerating computer vision and audio processing using NVIDIA Jetson Nano/Xavier and NPU hardware.
  • Designing and building a fully integrated real-time Edge AI hardware prototype for industrial deployment.



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