Topic

 What is Artificial Intelligence (AI)?

Good brief on AI types and AI applications.

What is Deep Learning?

.pdf file: Traditional 2 or 3 layer neural networks (NN) versus multilayer NNs.

Uses MATLAB (rices start at $145us).

Wikipedia: Artificial Intelligence

Overview of A.I. followed by Machine Learning and Data Mining.

Machine Learning (ML)

Neural Network.

Evolutionary algorithm.

Expert systems.

AI, ML and DL

Artificial Intelligence, Machine Learning, Deep Learning and beyond.
Understanding AI technologies and how they lead to smart applications.

Machine Learning on Arduino

Good starting point for microcontrollers.

Get started with machine learning on Arduino

Arduino Nano 33 BLE Sense is a great board to get started with Arduino machine learning.

Onboard sensors including a microphone, color, proximity and movement.

AIfES (Artificial Intelligence for Embedded Systems)

and YouTube videos

This system is written in C/C++ so it may be easier to learn if you already have some exposure to the language that is used with the Arduino IDE (integrated development environment).

GitHub: AlfES (Artificial Intelligence for Embedded Systems) for Arduino.

AIfES video: Recognition of digits written in the air.

AIfES video: Recognition of handwritten digits on Arduino.

AIfES video: Train an artificial neural network (ANN) - short version.

AIfES video: Train an artificial neural network (ANN) - long version.

AIfES video: Gesture Recognition Demonstrator.

AIfES: Colour recognition example on the Arduino Nano 33 BLE Sense

What is embedded ML, anyway?

A gentle introduction to the exciting field of embedded machine learning.

What is Tiny ML?

Running ML on small devices like Arduino microcontrollers.

TinyML

Book: Machine Learning with Google's TensorFlow Lite on Arduino and Ultra-Low Power Microcontrollers.

500 days of Artificial Intelligence

A new article on A.I. from Alex Moltzau every day for 500 days.

Get started with machine learning on Arduino

Labs: speech recognition, basic gesture recognition with the Arduino Nano 33 BLE Sense.

Adafruit Machine Learning Products

Machine learning kits.

Getting started with Edge Impulse

This requires an A.I. compatible board like the Arduino Nano 33 BLE Sense to setup Edge Impulse and run the code.

Microsoft Lobe Machine Learning models

Lobe is a free, private desktop application that has everything you need to take your machine learning ideas from prototype to production. Includes a demonstration/configuration video.

Is Artificial Intelligence A Threat?

6 dangerous risks of A.I.

A.I. Full Course by SimpliLearn

Free video: 7.5 hours of A.I basics.

Discusses most aspects of A.I.

Free video: Machine Learning Basics

Google I/O 2019

Tensor Flow video:  Machine Learning Zero to Hero