Hardware.ai Courses

Speech-to-Intent on MCU: TinyML for Efficient Device Control - Lecture 6

Learn efficient speech-to-intent techniques for MCUs, focusing on direct parsing of user utterances into actionable output. Explore model training, deployment, and testing on Wio Terminal.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Wio Terminal TinyML Course - Anomaly Detection for Predictive Maintenance with Blynk IoT Platform

Learn to implement anomaly detection for predictive maintenance using Wio Terminal, TinyML, and Blynk IoT platform. Covers data collection, model training, testing, and integration with IoT systems.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Wio Terminal TinyML Weather Prediction with TensorFlow Lite and LVGL GUI - Course 4

Create an intelligent meteostation using Wio Terminal and TensorFlow Lite for Microcontrollers to predict weather and precipitation based on local environmental sensor data, with LVGL GUI integration.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Wio Terminal TinyML Course - People Counting and Azure IoT Central Integration - Part 3

Learn to implement people counting using TinyML on Wio Terminal, integrating ultrasonic sensors and Azure IoT Central for real-time monitoring and data visualization.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Machine Learning Inference on Raspberry Pi Pico 2040 via Edge Impulse

Learn to implement machine learning inference on Raspberry Pico 2040 using Edge Impulse, covering environment setup, sample data inference, sensor data processing, and porting details.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Wio Terminal TinyML Course - Audio Scene Recognition on Microcontrollers with Arduino IDE

Learn to implement audio scene recognition on microcontrollers using TinyML, Arduino IDE, and Wio Terminal. Covers data collection, processing, model training, deployment, and mobile notifications with Blynk.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Introduction to TinyML on Wio Terminal - Machine Learning on Microcontrollers

Introduction to TinyML on Wio Terminal: Learn to implement machine learning on microcontrollers using Arduino IDE, covering data gathering, processing, model training, and deployment.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Adding AI to Your ESP32 - Machine Learning and Object Detection

Explore machine learning on ESP32: object detection, image recognition, keyword spotting, time series data, and LLMs. Learn to implement AI using EdgeImpulse and Google TensorFlow Lite for Microcontrollers.

• YouTube
• 11 minutes
• On-Demand
• Free Video