Why Machine Learning
You've learned what AI is and discovered the mathematical foundations that make it possible. Now it's time to explore Machine Learning—the specific approach that powers most modern AI systems. When Netflix recommends movies, your phone recognizes your voice, or your bank detects fraud, Machine Learning algorithms are working behind the scenes.
In this chapter, we'll explore how machines actually learn from data, different learning approaches, and the core algorithms that power real AI applications. You'll see how the mathematical concepts from Chapter 2 come together to create systems that improve through experience.
Heads up: This chapter steps up the complexity. We're diving into the technical foundations that professional data scientists use. For deeper exploration of any topic, check out other sources like GeeksforGeeks Machine Learning.