Level Up Your AI Skillset and Dive Into The Deep End Of TinyML

Machine learning (ML) is a growing field, gaining popularity in academia, industry, and among makers. We will take a look at some of the available tools to help make machine learning easier, but first, let's review some of the terms commonly used in machine learning. John McCarthy provides a definition of artificial intelligence (AI) in his 2007 Stanford paper, "What is Artificial Intelligence?" In it, he says AI "is the science and engineering of making intelligent machines, especially intelligent computer programs." This definition is extremely broad, as McCarthy defines intelligence as "the computational part of the ability to achieve goals in the world." As a result, any program that achieves some goal can easily be classified as artificial intelligence. In her article "Machine Learning on Microcontrollers" (Make: Vol.