IoT & Embedded
Connected devices and AI at the edge: sensors, microcontrollers, IoT networks and TinyML.
Beginner
Start here. No background needed beyond school maths.
Course
Beginner
↗ External site
Introduction to Embedded Machine Learning
Run machine learning on microcontrollers: collecting sensor data, training small models with Edge Impulse and deploying them to devices. Free to audit on Coursera; the certificate is paid.
Edge Impulse on Coursera
Course
Beginner
↗ External site
Introduction to Internet of Things (IIT Kharagpur)
Sensors, actuators, IoT networking, protocols, cloud and data analytics for connected devices, with hands-on examples. Free to learn on NPTEL; the certificate needs a proctored exam with a fee.
NPTEL
Advanced
Once the basics are comfortable.