Chapter 18: Artificial Intelligence (AI) in IoT: Machine Learning Applications in IoT & Data Analysis
Abstract : Artificial Intelligence (AI) in IoT, often referred to as "AIoT," refers to the integration of AI capabilities with the Internet of Things (IoT) devices, allowing them to analyze the vast amount of data collected by connected devices in real-time, learn patterns, and make intelligent decisions without human intervention, ultimately creating more efficient and autonomous systems across various industries. Key points about AI in IoT: Data Analysis: AI algorithms process the data collected by IoT devices, identifying trends, anomalies, and insights that would be difficult to discern manually, leading to better decision-making. Machine Learning: A primary application of AI in IoT, where systems learn from data patterns over time, allowing them to adapt and improve their responses to different situations. Predictive Maintenance: By analyzing sensor data from machines, AI can predict potential equipment failures before they occur, enabling preventative...