top of page

Course Overview

Bring intelligence to everyday devices with Ubunifu’s Machine Learning for Microcontrollers & IoT course. Learn to deploy ML models on Arduino, ESP32, Raspberry Pi, and more, enabling smart decision-making on resource-constrained devices. From predictive maintenance to environmental monitoring, you’ll gain the skills to build intelligent IoT systems for industries like agriculture, healthcare, manufacturing, and smart homes. Perfect for innovators ready to shape the future of connected technology.

About the Course

The Machine Learning for Microcontrollers & IoT course is designed to prepare students for one of the fastest-growing fields in digital technology—embedding intelligence into connected devices. You’ll learn how to integrate ML algorithms into microcontrollers and IoT systems, giving devices the ability to process data, detect anomalies, and make decisions locally in real time.


Through practical modules, you’ll explore applications such as predictive maintenance, environmental monitoring, automation, and smart control systems, gaining the technical know-how to solve real-world problems with IoT. You’ll also work hands-on with platforms like Arduino, ESP32, and Raspberry Pi, while applying frameworks like TensorFlow Lite for Microcontrollers and Edge Impulse, optimized for embedded ML.


For career explorers, this course opens the door to exciting roles in IoT, embedded systems, and applied AI. For career growers, it offers the opportunity to transition into advanced innovation spaces, from smart manufacturing and healthcare tech to agriculture automation and home intelligence systems.


Tuition Fee 

Ksh 50,000

Program Duration

3 months

Course Intakes

January, April, July, October

Course delivery

Virtual or In-Person

Machine Learning Microcontrollers & IOT | Ubunifu

Admission Requirements

  • Internet connection

  • Laptop or Computer

  • prior experience with C++ or Arduino is required

  • Zeal for Learning

Exemption Status

Through AcadexHub, enrolling in this course is simple and guided. Students receive personalized enrollment support, course recommendations, and direct connections to Ubunifu’s admissions team.

Add Application Letter
Upload supported file (Max 15MB)

Thanks for submitting!

Discover Career Pathways

Software Design

Artificial Intelligence

Internet of Things (IoT)

Product Design

Robotics

Machine Learning

bottom of page