DroneBot Workshop Tutorials

Category

Embedded / RTOS / Edge AI

Provider

DroneBot Workshop

Type

course

Level

build

Topic

Embedded / RTOS / Edge AI

Track

Embedded / RTOS / Edge AI

Section

n/a

Format

n/a

Status

publishable

Commercial

unknown

Featured

no

Fast start

no

Sequence

n/a

Priority

n/a

Primary source

learning_paths

Sources

learning_paths

ID

57352f0f55f4cc07

micro-ROS (Overview + Tutorials)

micro-ROS

Bring ROS 2 concepts onto microcontrollers (DDS-XRCE).

TensorFlow Lite for Microcontrollers

TensorFlow

TinyML on MCUs: minimal runtime, examples, and deployment patterns.

TensorFlow Lite

TensorFlow

On-device inference: convert, optimize, and deploy models on edge devices.

FreeRTOS Documentation

FreeRTOS

RTOS fundamentals: tasks, queues, timing, and embedded concurrency.

The Embedded Rust Book

curated

Modern embedded development with Rust.

micro_ros_arduino

micro-ROS (GitHub)

Run micro-ROS on Arduino-class boards; messaging + transports.

Wokwi (Arduino/ESP32 Simulator)

wokwi.com

tflite-micro

TensorFlow (GitHub)

Contribute kernels/ports and learn embedded inference internals.

Edge Impulse Documentation

docs.edgeimpulse.com

TensorFlow Tutorials

TensorFlow

End-to-end TensorFlow workflows: input pipelines, training, evaluation, and serving.

Stanford CS229: Machine Learning

Stanford

Solid mathematical and algorithmic treatment of core ML.

scikit-learn documentation

scikit-learn

Still the fastest way to build strong baselines and classical ML systems.