Three little words trip up almost everyone learning deep learning: epoch, iteration, and batch size. They sound like …
Abhay
4 min read
Somewhere along the way, “AI” and “deep learning” became the same word in most people’s …
Abhay
4 min read
Imagine handing someone a detailed photograph, asking them to describe it in a single tweet, and then demanding they …
Abhay
4 min read
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
Picture a brilliant but exhausting professor: knows everything, answers every question with footnotes, and takes forty …
Abhay
4 min read
Imagine a forger and a detective locked in a room together, with a single rule: neither leaves until one of them is …
Abhay
4 min read
Suppose you want to build a classifier that tells apart 200 species of moths, and you have exactly 1,400 photos. Train a …
Abhay
4 min read
Imagine stacking ten layers of neurons, training for hours, burning through GPU credits — and ending up with something …
Abhay
4 min read
A regular neural network has the memory of a goldfish. Show it an image of a cat and it’ll confidently say …
Abhay
5 min read