Enhancing Data Integration and Management: The Role of AI and Machine Learning in Modern Data Platforms
Year: 2024
Type: article
Abstract: In the era of big data, the integration and management of vast, heterogeneous datasets pose significant challenges. Modern data platforms are evolving to address these challenges by incorporating advanced AI and machine learning (ML) techniques. This research explores the pivotal role of AI and ML in enhancing data integration and management within contemporary data platforms. It examines how these technologies facilitate seamless data integration, improve data quality, and enable efficient data management processes. The study also highlights the implementation of AI-driven solutions for real-time data processing, automated data cleansing, and intelligent data governance. By leveraging AI and ML, modern data platforms can transform raw data into actionable insights, thereby driving innovation and operational efficiency in various industries.
Institution: Citigroup
Language: English
Topic: Data Quality and Management
Field: Decision Sciences
Domain: Social Sciences
Open Access status: hybrid
OpenAlex ID: W4399458779