Explore Delta Lake: Delta Lake is an open-source data storage layer that runs on top of existing data lake systems, such as Apache Hadoop or Amazon S3. It was developed by Databricks, a company that provides a unified analytics platform for data engineering, data science, and machine learning. Delta Lake provides ACID transactions, schema enforcement, and other data management features on top of data lakes, which are typically used for storing large volumes of unstructured and semi-structured data. By adding these features, Delta Lake makes data lakes more suitable for use cases where data quality, consistency, and reliability are important, such as data science, machine learning, and analytics. Some of the key features of Delta Lake include: ACID Transactions: Delta Lake provides transactional guarantees for both batch and streaming data. This means that data operations, such as inserts, updates, and deletes, are executed in an atomic, consistent, isolated, and durable (ACID) manner....
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