EngAhmed5/Autonomous-Data-Science-System
An advanced agentic ML System automating the end-to-end data science lifecycle. Integrates LLM reasoning with AutoML to deliver production-ready models and diagnostic PDF reports via automated Gmail delivery. Final project for Orange Digital Center (ODC) Egypt (AI Agents & LLMs track).
What it does
The Autonomous Data Science System (ADSS) automates the entire data science lifecycle, transforming raw data into production-ready models and generating professional reports. By leveraging LLMs and AutoML, it streamlines complex processes for users, making data science accessible and efficient.
Star history
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Tracking
- Last trending
- 2026-02-21
Creator kit
Hook
Discover how ADSS revolutionizes data science with automation and LLM integration for seamless model deployment!
Content angles
- Create a tutorial on setting up the Autonomous Data Science System for beginners.
- Discuss the benefits of using LLMs in automating data science workflows.
- Showcase a case study of a successful project using ADSS to solve a real-world problem.
Who should care
Data scientists, ML engineers, and tech enthusiasts looking to streamline their workflows.