Deep Learning

To Make Your Model Better, First Figure Out What’s Wrong

Many ML teams adopt an attitude towards…

A Guide To Few-Shot Learning With Embeddings

With neural network embeddings, common machine learning…

What Is ML Data Operations?

ML Data Operations is the set of practices around understanding, handling, and improving the data used in…

Introducing Fine-Tuned Embedding Generation In Aquarium

Lessons From Deploying Deep Learning To Production

Sharing lessons so you don’t learn them the hard way

The Unreasonable Effectiveness Of Neural Network Embeddings

Announcing Aquarium’s Seed Fundraising Led By Sequoia with Participation from Y Combinator

You Should Try Active Learning!

It’s not just about labeling *more* data, it’s about labeling the…

Scaling An ML Team (10–100+)

A treatise on matrix orgs, misalignment, and Game Of Thrones.

Scaling An ML Team (0–10 People)

Illustrated With Memes