Machine Learning with Arduino Course
Gain mastery in TinyML on Arduino to transform raw sensor data into intelligent, real-time decisions. Master signal conditioning, feature extraction, lightweight models, and direct deployment to develop efficient, production-ready embedded systems for your electronics projects. This course equips you with practical skills for building smart, low-power devices confidently.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course teaches you to capture and preprocess sensor data, engineer effective features, and develop compact TinyML models that perform reliably on microcontrollers. You will explore FFT and time-domain methods, lightweight neural networks, model compression techniques, Arduino sketch deployment, and on-device testing to build precise, energy-efficient smart systems with ease.
Elevify advantages
Develop skills
- Design TinyML models: create compact classifiers suited for Arduino constraints.
- Build sensor ML pipeline: capture, filter, and window raw signals for machine learning.
- Deploy on edge: export, quantize, and integrate ML models into Arduino sketches.
- Enable real-time inference: program fast loops, interrupts, and quick ML decisions.
- Evaluate on-device: measure timing, memory, accuracy, and potential failures.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
As suas aulas são perfeitas. Adquiri o pacote de um ano e, finalmente, tenho a oportunidade de acompanhar diversos temas do meu interesse sem precisar mudar de plataforma... agradeço por tudo o que fazem, já recomendei vocês a outras pessoas...

Giulio CarloAluno de Marketing Digital
Eu gosto de como as lições são direto ao ponto e como eu consigo alterar capítulos e pular conteúdos que não preciso.

Mariana FerresAluna de Fotografia
Gosto do conteúdo e do modo de apresentação e transcrição de vídeos, o que acelera o processo!

Luciana AlvarengaAluna de Design de Unhas
A plataforma é rápida, simples de usar. A diversidade de conteúdo e os vídeos complementares ajudam muito no aprendizado.

Giulio CarloAluno de Engenharia de Prompt
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