Edge AI for IoT Developers Specialization

Bootcamp AI

Curriculum

230 Lessons

Program Introduction

01. Notebooks and Workspaces
02. Prerequisites & Other Requirements
03. Notebooks and Workspaces00:00:00

Introduction to AI at the Edge

Leveraging Pre-Trained Models

The Model Optimizer

The Inference Engine

Deploying an Edge App

Project Deploy a People Counter App at the Edge

Introduction to Hardware at the Edge

CPUs and Integrated GPUs

VPUs

FPGAs

Project Smart Queuing System

Introduction to Software Optimization

Reducing Model Operations

Reducing Model Size

Other Optimization Tools and Techniques

Project Computer Pointer Controller

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