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Join me as I venture on a mildly chaotic journey through the world of machine learning.
Hey - I’m Saanvi, and I’ve been trying (and failing) to learn machine learning for the past three years. I’ve watched courses I didn’t finish, read papers I didn’t understand, and trained models that didn’t work - or worse, worked without any explana...
So Linear regression. It’s not flashy, it doesn’t generate code or drive cars. But it’s a really judgmental line. One that tries to predict the future based on a bunch of past data. At its core, linear regression is about finding the simplest possibl...
Last time we met a very judgmental line - one that tried to predict the future. But now the stakes are different. We don’t want a number. We want a decision. Yes or no. Spam or not. Drama or peace.So... can a curve judge? Imagine trying to use linea...
So far we’ve been trying to draw lines through chaos. Linear regression tried to predict the future with one. Logistic regression tried to make decisions with one. But eventually, even the most determined line has to give up. So we stop drawing lines...
Most machine learning models feel like guesswork in disguise. They look at enough data, do some math, and start making predictions. But if you ask why a model made a decision, you’re often met with silence. Decision Trees are different. They don’t gu...
