Frequently asked questions

A no-code platform for building machine-learning models from your own data. You upload a CSV and Bayanii trains a lineup of models, picks the best, and shows you how it performed — no coding required.

No. Bayanii is built for analysts and researchers who have data and a question but don't write ML code. It chooses the algorithm and handles the setup for you.

Three: regression (predicting a number, like price or demand), classification (predicting a category, like churn yes/no), and forecasting (predicting future values over time).

A CSV file with a header row, where one column is the value you want to predict. More clean rows generally produces a better model.

Bayanii is in beta. Your account and uploaded data are stored on managed cloud infrastructure, and we don't sell your data. While we're still hardening security, please don't upload sensitive or personal data. See the Privacy page for details.

Bayanii is free to use during the beta.

Yes — the entire interface is available in Arabic and English, with right-to-left layout and terminology aligned to the SDAIA glossary.