A neural network is, at heart, a very confident guesser that is wrong a lot at first. You show it a photo of a cat, it …
Abhay
4 min read
Show a toddler a cat once and they’ll spot cats forever — fluffy ones, grumpy ones, cats half-hidden behind a …
Abhay
4 min read
There’s an old saying that you’re the average of the five people you spend the most time with. k-Nearest …
Abhay
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Let’s clear up the worst-named algorithm in machine learning right away: logistic regression does classification, …
Abhay
4 min read
Every few years, someone declares that deep learning has finally conquered tabular data and the boring old …
Abhay
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There’s a student we all remember from school: the one who memorised every answer in the textbook, aced the …
Abhay
4 min read
Your regression model spits out a number. The true answer is a different number. The gap between them is the error — and …
Abhay
4 min read
You tap “Pay”, the spinner spins, the network coughs, and you get… nothing. No confirmation, no …
Abhay
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Ask a thousand strangers to guess the number of jelly beans in a jar and something faintly magical happens: the average …
Abhay
4 min read
Before you reach for a fancy model, ask yourself one boringly important question: am I predicting a label or a number? …
Abhay
4 min read