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4 mins
Picture this: You walk into your favorite local café, NewWave Coffee. They've got a cool game going on—guess how many cups of coffee they serve each day, and if you're close, you get a free coffee! Lots of excited customers made their guesses. When the manager announced the answer, it turned out that even though everyone's guesses were different, when you added them up and divided, the average was really close to the actual number of cups they serve.
7 mins
While browsing the internet, let’s say you discover a fascinating article about Villow, a real estate company, that employs machine learning to predict housing prices with astounding accuracy. Intrigued, you delved deeper into the world of predictive modeling and stumbled upon the concept of linear regression.
6 mins
Have you ever helped your younger sibling prepare for a big exam, and thought to yourself why do some students seem to breeze through exams effortlessly, while others struggle despite putting in long hours? And that can there be a way to predict whether a student will pass or fail based on their study hours?
4 mins
After reading this post, you will have an intuitive Understanding of Random Forest.
5 mins
Imagine we're working on a project where we have a collection of high-resolution face images in our dataset. For each face, we're noting down various details like...
4 mins
What if we tell you that there’s an unsung hero of data analysis, and it’s not the flashy algorithms, intricate models, or complex equations, but it’s called data preprocessing?
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