• Sunanda
• Harjinder Kaur

Big data lakes have emerged as a powerful tool for organizations to store and analyze large volumes of structured and unstructured data. Leveraging big data lakes involves several techniques and best practices that can help organizations derive insights from their data, streamline their workflows, and improve their decision-making processes. In this paper, we provide an overview of the techniques and best practices for leveraging big data lakes, including data profiling, data integration, data visualization, and data governance. We also discuss the challenges associated with big data lakes, such as data quality, data security, and data privacy, and provide recommendations for addressing these challenges. Finally, we conclude by highlighting the potential benefits of leveraging big data lakes and the need for organizations to adopt a holistic approach to data management to fully realize these benefits.

Big data lakes, Data security, Data privacy, Techniques and Data integration.

"Effective Approaches and Optimal Strategies for Big Data Lake Management", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 8, page no.g76-g82, August-2023, Available :http://www.jetir.org/papers/JETIR2308609.pdf

"Effective Approaches and Optimal Strategies for Big Data Lake Management", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 8, page no. ppg76-g82, August-2023, Available at : http://www.jetir.org/papers/JETIR2308609.pdf