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
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
Imagine stacking ten layers of neurons, training for hours, burning through GPU credits — and ending up with something …
Abhay
4 min read
Gradient descent tells you which way is downhill. The optimizer decides how to actually take the step. That distinction …
Abhay
4 min read
Picture a relay race where every runner secretly changes the distance of the baton handoff between laps. The next runner …
Abhay
5 min read
Every time you chat with an AI, ask it to summarise a contract, or watch it generate an image of a corgi in a spacesuit, …
Abhay
4 min read
Neural networks have a branding problem. The name conjures up glowing brains and science-fiction sentience, when the …
Abhay
4 min read