Why AI Matters for Web Developers

Artificial intelligence is transforming web development by enabling features like intelligent chatbots, code generation, and user behavior prediction. Understanding AI basics can make you a more powerful web developer in 2025 and beyond.

Getting Started with AI Concepts

Modern web developers should understand these fundamental AI concepts:

Implementation Example

Here's a simple JavaScript example of integrating AI for text classification:

// Using a pre-trained model from ml5.js
const knnClassifier = ml5.KNNClassifier();

function setup() {
    // Load your training data here
    let features = [[1,2], [2,3], [3,4], [6,5], [7,7], [8,9]]
    let labels = [0, 0, 0, 1, 1, 1]
    
    // Train the model
    for (let i = 0; i < features.length; i++) {
        knnClassifier.addExample(features[i], labels[i]);
    }

    // Make a prediction
    let prediction = knnClassifier.classify([4,4]);
    console.log("Predicted class:", prediction.label);
}