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Enhancing Data Integration and Management: The Role of AI and Machine Learning in Modern Data Platforms

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  • Chandrashekar Althati

  • Manish Tomar

  • Lavanya Shanmugam

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.

Suggested Citation

  • Chandrashekar Althati & Manish Tomar & Lavanya Shanmugam, 2024. "Enhancing Data Integration and Management: The Role of AI and Machine Learning in Modern Data Platforms," Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023, Open Knowledge, vol. 2(1), pages 220-232.
    • Handle: RePEc:das:njaigs:v:2:y:2024:i:1:p:220-232:id:154
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    Cited by:

    1. Monish Katari, 2024. "The Impact of Extreme Ultraviolet Lithography (EUVL) on Semiconductor Scaling," Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023, Open Knowledge, vol. 2(1), pages 248-261.
    2. Rula Abushanab, 2024. "Role of Artificial Intelligence and Big Data in Sustainable Entrepreneurship," Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023, Open Knowledge, vol. 5(1), pages 275-294.
    3. Elizabeth Onabanjo A., 2024. "Digital Transformation: The impact of AI on Cloud Transformation," Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023, Open Knowledge, vol. 5(1), pages 174-183.
    4. Monish Katari, 2024. "Optimization of Atomic Layer Deposition Processes for Enhanced Semiconductor Performance," Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023, Open Knowledge, vol. 1(1), pages 245-257.
    5. Dr Patrick Zingisa Msekelwa, 2024. "Impact of AI on Education: Innovative Tools and Trends," Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023, Open Knowledge, vol. 5(1), pages 227-236.
    6. Monish Katari & Lavanya Shanmugam & Jesu Narkarunai Arasu Malaiyappan, 2024. "Integration of AI and Machine Learning in Semiconductor Manufacturing for Defect Detection and Yield Improvement," Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023, Open Knowledge, vol. 3(1), pages 418-431.
    7. Harsh Daiya, 2024. "AI-Driven Risk Management Strategies in Financial Technology," Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023, Open Knowledge, vol. 5(1), pages 194-216.

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