Machine Learning with Arduino Course
Gain expertise in TinyML for Arduino to transform sensor data into real-time smart decisions. Master signal processing, feature engineering, compact models, and embedded deployment for efficient, reliable electronics projects that run on low-power microcontrollers.

4 to 360 hours flexible workload
valid certificate in your country
What will I learn?
This course teaches capturing and preparing sensor data, creating efficient features, and developing small TinyML models for reliable microcontroller operation. Explore FFT and time-domain methods, slim neural networks, model optimisation, Arduino deployment, and device testing to build precise, energy-efficient smart systems with confidence.
Elevify advantages
Develop skills
- Design compact TinyML models suited to Arduino constraints.
- Process sensor data through acquisition, filtering, and windowing for ML.
- Deploy ML models to Arduino by exporting, quantising, and integrating.
- Implement real-time inference with efficient loops and interrupts.
- Evaluate models on-device for timing, memory, accuracy, and issues.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
Your lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of interest without needing to change platforms... I'm grateful for everything you do, I've already recommended you to other people...

Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.

Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!

Luciana AlvarengaNail Design Student
The platform is fast and simple to use. The diversity of content and complementary videos really help with learning.

André FelipePrompt Engineering Student
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