— Each week, console reviews the best tools for developers. Subscribe
Fake production data for ML.
What we like
Enables privacy compliant training of ML models on realistic fake data. Connects to your prod database via SQL, transforms (fakes) the data, then trains your model. Provides a report after training to confirm how realistic the trained data was. Supports tabular and event driven models. Export to ipynb. Cloud or self-hosted.
What we don't like
No dark mode. Pretty hefty minimum requirements for self-hosting, but ML training is compute & GPU intensive.
With Ander Steele, Lead Data Scientist
Console is the place developers go to find the best tools. Each week, our weekly newsletter picks out the most interesting tools and new releases. We keep track of everything - dev tools, devops, cloud, and APIs - so you don't have to.
✦ Disclosure: All reviews are editorially independent and partners must meet our selection criteria.
Subscribe to the weekly Console newsletter
Our free weekly newsletter features the latest interesting tools. See the latest email