A Tale of Artificial Neural Networks
Suvankar Maity
Investment Banking & Financial Analyst Enthusiast | Ex-Data Scientist | Creating impactful business solutions with actionable data insights | Sports Geek ??
Have you ever wondered how our super smart computers learn things, just like how we do? Well, let me introduce you to something really cool called Artificial Neural Networks (ANNs)!
Imagine your brain is like a giant puzzle, made up of tiny pieces called neurons. These neurons work together to help you think, learn, and do all sorts of amazing stuff. Guess what? ANNs are like the brainy cousins of our brains! They're computer programs inspired by how our brains work.
Okay, let's break it down. Picture a simple drawing of a cat. Now, let's say we want to teach our computer to recognize cats in pictures, just like we do. Here's where the magic of ANNs comes in!
First, we give our computer lots and lots of pictures of cats. The computer looks at these pictures and starts to learn what makes a cat a cat. It's like showing a friend tons of cat photos until they can spot a cat from a mile away!
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But how does the computer actually learn? Well, inside an ANN, there are layers of virtual neurons, just like in our brains. Each neuron is connected to many others, forming a big network. When the computer sees a cat picture, it activates certain neurons, kind of like flipping switches.
Now, here's the coolest part: the more cat pictures the computer sees, the better it gets at recognizing cats! It adjusts its virtual neurons and connections to get better and better, just like how we get better at recognizing things with practice.
So, next time you see a computer that can tell cats from dogs or even play games like a champ, you'll know it's all thanks to the amazing power of Artificial Neural Networks!
Isn't that mind-blowing? Our computers are getting smarter every day, all thanks to a little inspiration from our incredible brains.