Deep Learning and AI-Based System for Intelligent Data Analysis
Abstract
The exponential growth of data in modern digital environments has increased the need for intelligent and automated data analysis systems. Traditional data analysis techniques struggle to handle large-scale and complex datasets efficiently. Deep Learning and Artificial Intelligence provide advanced capabilities for extracting meaningful insights through automated learning and pattern recognition. This paper presents a deep learning and AI-based system for intelligent data analysis that integrates data preprocessing, machine learning models, and deep learning architectures to analyse large datasets effectively. The proposed system improves accuracy, scalability, and analytical performance while minimizing human intervention. Experimental results demonstrate that the AI-based system outperforms conventional data analysis methods in terms of efficiency and reliability.
Fields of Study & Subjects
Artificial Intelligence Applications
AI and Big Data Applications
Data Mining and Machine Learning Applications
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 12 February 2026
- Language
- EN