Machine Learning with Arduino Course
Master TinyML on Arduino to transform raw sensor data into smart, real-time decisions. Gain skills in signal conditioning, feature extraction, lightweight models, and on-board deployment for efficient, production-ready embedded intelligence in electronics projects.

from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
This course teaches capturing and conditioning sensor data, engineering efficient features, and building compact TinyML models for reliable microcontroller operation. Explore FFT and time-domain techniques, lightweight neural networks, model compression, Arduino sketch deployment, and on-device testing to develop accurate, low-power smart systems swiftly and assuredly.
Elevify advantages
Develop skills
- TinyML model design: build compact classifiers tailored to Arduino limits.
- Sensor ML pipeline: acquire, filter, and window raw signals for learning.
- Edge deployment: export, quantize, and embed ML models into Arduino sketches.
- Real-time inference: code fast loops, interrupts, and low-latency ML decisions.
- On-device evaluation: profile timing, memory, accuracy, and failure modes.
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, simple to use. The diversity of content and complementary videos really help with learning.

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Course in PDF