How Does Neural Networks Explained: Step-by-Step Walkthrough Work?

Neural networks are like a team of smart helpers working together to solve problems, just like how you and your friends help each other finish homework.

Imagine you're trying to guess what kind of fruit is in a basket based on clues like size, color, and smell. A neural network works the same way, but with many more helpers who get better at guessing as they practice.

Each helper looks at one clue and gives a little opinion about what the fruit might be. These opinions are passed along to the next helper, who combines them with their own clues and gives another opinion, like passing notes in class until the final answer is ready.

At the end, there's a main helper who puts all the opinions together and tells you what kind of fruit it probably is.

At first, the helpers don’t know much. But every time they make a guess and find out if they were right or wrong, they learn from their mistakes, just like how you get better at math when you practice problems over and over.