Autonomous Data Scientist: An Agent for Automated Data Analysis and Model Building

Autonomous Data Scientist, an agent that automates data analysis and model building.

Autonomous Data Scientist, an agent that automates data analysis and model building. It is offered as a reference project: a complete, worked example of how a system like this is designed, built and evaluated, so that a developer can study it, run it and learn from it.

It suits learners who want to turn raw data into decisions: collecting and cleaning data, exploring it, modelling it and presenting the findings in a dashboard or report.

The main parts are cooperating agents with defined roles and tools, data collection and cleaning, exploratory analysis and feature building, modelling and validation, and an interactive dashboard of the results. The reference build uses LLM APIs, Python, Pandas, Apache Spark, and Power BI, with a clear project structure, setup instructions and sample data so that it can be run and extended.