What is Machine Learning?

Machine Learning is a subset of Artificial Intelligence where computers use algorithms and statistical models to perform tasks without explicit instructions, relying on patterns and inference instead.

What is a Neural Network?

A Neural Network is a series of algorithms that endeavors to recognize underlying relationships in a set of data through a process that mimics the way the human brain operates.

What is Natural Language Processing (NLP)?

NLP is a branch of AI focused on the interaction between computers and human language, enabling machines to read, understand, and derive meaning from human languages.

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Intro to TinyML and Arduino

Master the foundations of TinyML. Learn the architecture of TensorFlow Lite for Microcontrollers (TFLM). Understand the hardware constraints of MCUs, the importance of static memory allocation via the Tensor Arena, and how to convert models into C++ arrays for deployment on devices like the Arduino Nano 33 BLE and ESP32.

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Tutor:Can a $5 chip see, hear, and feel? In this lesson, we'll master TinyML—the cutting edge of AI running on microcontrollers like Arduino and ESP32.