Artificial Intelligence: Concepts, Tools, and Practices
Artificial Intelligence: Concepts, Tools, and Practices Artificial intelligence is a broad field that blends math, data, and software to solve problems that are hard to program by hand. In this guide, we focus on concepts you can grasp, tools you can try, and practical steps you can take to apply AI responsibly in everyday work. Core ideas help you talk with teammates, plan projects, and judge results. Data is the fuel. A model is a recipe that turns data into predictions. Training teaches the recipe how to work, while evaluation checks how well it performs on new data. You can think of tasks like sentiment analysis or image tagging as examples that move through the pipeline. Understanding these pieces makes AI feel less mysterious and more useful. ...