🧠 Understanding Machine Learning with Fun Examples and Code | by Shailesh Kumar Mishra | Mar, 2025

Machine studying is a captivating discipline — however let’s be trustworthy, it could really feel overwhelming at first. You’ve in all probability heard phrases like Supervised Studying, Unsupervised Studying, and Reinforcement Studying thrown round — however what do they really imply?

On this put up, we’ll break down the core forms of machine studying utilizing easy, visible examples — that includes animals, robots, and factories! 🐶🐱🤖

By the top, you’ll not solely perceive the variations between most of these studying, however you’ll even have some hands-on Python code to play with.

Let’s dive in! 🚀

In supervised studying, the system is skilled utilizing labeled information — which means every enter comes with the right output. The objective is for the system to study the connection between enter and output so it could make correct predictions on new information.

• You present the system labeled footage of cats and canines.
• The system learns patterns (e.g., cats have whiskers, canines have floppy ears).
• Once you current a brand new image, it predicts whether or not it’s a cat or a canine.