The Role of Data Lake and Delta Lake in Big Data, Machine Learning, and Artificial Intelligence

Authors: Sainath Muvva

DOI: https://doi.org/10.5281/zenodo.14535503

Short DOI: https://doi.org/g8wjn4

Country: USA

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Abstract: Data Lakes and Delta Lakes are changing how we store and manage big data. Data Lakes are like huge digital buckets that can hold all kinds of information. Delta Lakes make these buckets even better by adding special features. These features help keep data organized and easy to use.This paper looks at how these new ways of handling data have grown over time. This paper compares what Data Lakes and Delta Lakes can do, especially for smart computer programs that learn and make decisions. We also look at how different businesses use these tools.By looking at the good points, tricky parts, and real examples from industries like banking, healthcare, and online shopping, we show how Data Lakes and Delta Lakes are making a big difference. They're changing how we work with big data, how we create smart computer programs, and how we use artificial intelligence.

Keywords: Data Lake, Delta Lake, Big Data, Machine Learning, Artificial Intelligence, Data Management, ACID Transactions, Time Travel

Paper Id: 231870

Published On: 2022-12-05

Published In: Volume 10, Issue 6, November-December 2022

Cite This: The Role of Data Lake and Delta Lake in Big Data, Machine Learning, and Artificial Intelligence - Sainath Muvva - IJIRMPS Volume 10, Issue 6, November-December 2022. DOI 10.5281/zenodo.14535503

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