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Autonomous AI for Data Analytics Automation by vinayakalukalapu is a document available to read on EtoBox.

What is Autonomous AI for Data Analytics Automation about?

This document presents an Autonomous AI Agent designed for end-to-end data analytics, integrating LLM-based reasoning and workflow orchestration to automate the entire analytics lifecycle. The system enhances traditional AutoML by dynamically adapting to datasets and user requirements, significantly reducing analysis time while producing reliable outputs. Experimental evaluations demonstrate its effectiveness in preprocessing, model selection, and generating interpretable insights without requiring technica

Author

vinayakalukalapu

Language

EN