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A Web Application Tools Comprising Utilization of an Artificial Intelligence

Year: 2025

Type: conference-paper

Abstract: This paper presents the design and implementation of a Python-based web application for automated data analysis using artificial intelligence. The tool allows users to upload datasets, clean data, select and train machine learning models, and apply those models to new data. Built with Streamlit and deployed on Oracle Cloud, it integrates libraries such as pandas, matplotlib, and auto-sklearn. The study highlights model performance tuning and the integration of generative AI (Gemini) to interpret model results.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.15519377

Author: Sojka, Pavol

Institution: Bratislava University of Economics and Business

Language: English

Topic: Artificial Intelligence Applications

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W6911961427

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