Data Lake
A data lake is a centralized repository that enables organizations to store structured and unstructured data at any scale without the need for upfront transformation or structuring. It allows real-time collection of data from multiple sources and provides a catalog for analysis using various tools and frameworks. Data lakes support different types of analytics, including data visualizations, big data processing, and machine learning.