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A hands-on mastery of Embedded Linux, Yocto and edge-AI platforms

Embedded Linux on EdgeAI platforms

Design, build and customise Linux for modern embedded and edge-AI devices — from the boot process, kernel and root filesystem to full, production-grade custom distributions built with the Yocto Project.

🧱 Build with Yocto & BitBake
🔧 Board bring-up & BSPs
🚀 Ship on real edge-AI boards
Enroll now ★★★★★ Rated by 10,000+ engineers trained since 2003

OverviewAbout this program

This program equips participants with the essential skills to design, build and customise Linux for modern embedded and edge-AI devices. Starting with the embedded Linux ecosystem, you learn how Linux fits onto standard and custom hardware, the role of the bootloader, kernel and root filesystem, and how these components come together to power a real product.

A major focus is the Yocto Project — the industry-standard framework for building custom Linux distributions. You'll configure the kernel, select packages, create board support packages (BSPs) and integrate custom applications, all the way to a deployable image.

The methodology is learn-by-doing: every concept is followed by a lab. We move with progressive complexity — from embedded fundamentals through board bring-up, cross-compilation, root filesystems and kernel customisation, into Yocto layers, recipes and images — using guided walkthroughs and real hardware demos throughout.

OutcomesWhat you'll be able to do

  • Understand the architecture of embedded Linux — bootloader, kernel, device tree and root filesystem.
  • Perform a complete board bring-up — cross-compilation, kernel configuration and deploying Linux to custom hardware.
  • Customise device trees and integrate hardware-specific drivers.
  • Work with peripheral interfaces — I²C, SPI, UART — and their role in embedded platforms.
  • Master the Yocto Project build system — layers, recipes, images and package management.
  • Build and customise Board Support Packages (BSPs) for target hardware.
  • Optimise Linux for footprint, performance and security in embedded deployment.
  • Debug, extend and maintain embedded Linux systems for real-world products.

CurriculumEmbedded Linux foundations + the full Yocto stack

Short conceptual sessions paired with immediate labs on real boards.

01Embedded Linux System
  • Introduction to embedded Linux
  • Key components
  • Bootrom & bootloader
  • Application binaries & rootfs
  • Init package
  • Build steps
02Build Systems
  • Build practices
  • The need for a build system
  • How build systems are structured
  • Popular build systems
03Buildroot
  • Introduction to the Buildroot project
  • Structure of Buildroot & build trees
  • Toolchain configuration
  • Kernel configuration
  • Rootfs configuration
04Yocto — Introduction
  • Yocto Project, OpenEmbedded-Core, Poky
  • BitBake
  • Setting up the host system
  • Installing Poky
05Poky
  • Poky repository
  • Preparing the build machine
  • bblayers.conf & local.conf
  • Image recipe
  • Generating an image for the emulator (QEMU)
06BitBake
  • The build system & metadata
  • Recipes, classes, configuration files
  • Types of layers (BSP, distro, software)
  • BitBake internals & tasks
07Layers
  • Creating a layer
  • File structure & directories
  • layer.conf variables
  • bitbake-layers & yocto-check-layer tools
08Recipes
  • Recipes vs packages
  • Recipe structure & key variables
  • Inheriting classes & implementing tasks
  • Recipe processing walk-through
09Advanced Recipes
  • Variable assignment syntax, overrides & flags
  • Append files & PACKAGECONFIG
  • Include & require directives
  • Versioning, priority & debugging
  • devshell, oe-pkgdata-util & other tools
10Images
  • Creating image recipes & package groups
  • Image features, users, groups & permissions
  • Post-install scripts & image formats
  • Distro configuration & features
  • Enabling package management
11BSP — Board Support Packages
  • Creating a BSP layer
  • Machine configuration & common variables
  • U-Boot & kernel variables, machine features
  • Bootloader, kernel & kernel-module recipes
  • Patches, kernel configuration & advanced metadata
12SDK
  • Toolchain, sysroot, scripts & tools
  • Generating SDKs · meta-toolchain
  • populate_sdk & populate_sdk_ext
  • Installing & using SDKs
  • Extensible SDK (eSDK) & devtool

LabsRecommended hardware

Hands-on labs run on real boards so you build and deploy the way it happens on the job.

BeagleBone AIAI-capable SBC for board bring-up & edge workloads.
Raspberry Pi 5Widely available board for Yocto images & peripheral labs.

Before you startPrerequisites

You should be comfortable with the GNU toolchain, Linux command-line skills and embedded-systems basics. A grounding in core Linux kernel architecture is strongly recommended — ideally TECH VEDA's Linux Kernel Infrastructure program. Without core kernel understanding, embedded Linux stays superficial; proper grounding greatly improves your ability to debug real issues.

AudienceWho should enroll

Embedded software & firmware engineers Hardware / board engineers IoT & product engineers R&D engineers & tech leads adopting Yocto Engineers targeting Embedded Linux / BSP roles

Your mentorLearn directly from the founder

Raghu Bharadwaj

Raghu Bharadwaj

Founder & Chief Mentor

75+ onsite trainings · 45+ enterprise clients · 10,000+ careers transformed since 2003. A thought leader in Embedded Linux education and the architect of TECH VEDA's hands-on training model.

ReviewsParticipant experiences

★★★★★

"Raghu Sir has this unique ability to keep our attention drawn to the overall framework of embedded Linux & drivers, even as we go deep into each interface and core concept."

SH
Shailesh
★★★★★

"Highly experienced and skilled in Linux kernel, device-driver development and the embedded domain. He knows exactly where students get stuck and helps you learn problem-solving approaches."

AN
Anupam
★★★★★

"The way Raghu Sir simplified the Yocto build system and made us work on every aspect practically has made building embedded Linux systems a cakewalk."

PV
Pavan

FAQsCommon questions

Can I target embedded product-development roles with these skills?+
Yes — these are industry-demanded skills, especially for roles such as Embedded Linux Engineer, Yocto Engineer, BSP Developer and Embedded Systems Developer.
Why learn Embedded Linux and Yocto together rather than separately?+
Embedded Linux gives you the foundation — boot process, kernel, device tree, rootfs. Yocto teaches you to build and customise complete distributions. This course blends both so you see how they complement each other in real product development.
I'm from a bare-metal background — do I need prior Linux knowledge?+
Some grounding helps a lot. Without core kernel understanding, embedded Linux stays procedural; proper Linux fundamentals greatly improve your ability to debug embedded issues and understand the development process. See Kernel Infrastructure.
What hardware do I need?+
Recommended boards are the BeagleBone AI and the Raspberry Pi 5.

Clients who engaged us for Embedded Linux

MurataAMDStryker Mercedes-BenzSiemensXilinx

Ready when you are

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Building core Linux engineering capabilities since 2003 — for individual engineers and enterprise teams.

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