Apache Spark’s developers formed the American enterprise software startup Databricks. Databricks creates a web-based Spark platform with IPython-style notebooks and automatic cluster management. The cloud data platform developed and sold by Databricks is marketed under the moniker “lakehouse,” a combination of the terms “data warehouse” and “data lake.” The Apache Spark open-source technology, on which Databricks’ Lakehouse is built, enables analytical queries over semi-structured data without a conventional database architecture. For use with contractors and the U.S. federal government, Lakehouse was granted FedRAMP authorization in October 2022.
The company also developed Delta Lake, MLFlow, and Koalas, open-source projects that span data engineering, data science, and machine learning. In addition to building the Databricks platform, the company co-organizes massive open online courses about Spark and a conference for the Spark community called Data + AI Summit, formerly known as Spark Summit.
What is Databricks Apache Spark Developer Associate
The Databricks platform is managed and administered through the role of Databricks Platform Administrator. This includes controlling user access, setting up workspace preferences, keeping an eye on and improving performance, and maintaining platform security. Creating user accounts, assigning roles and permissions, managing workspace-level settings like clusters, notebooks, and libraries, configuring data sources and integrations, monitoring usage and performance, troubleshooting problems, and ensuring compliance with governance policies and regulations are just a few of the duties of a Databricks Platform Administrator.Individuals can enroll in the Databricks Platform Administrator Accreditation program isto confirm the abilities and expertise needed to manage and administer the Databricks platform properly.
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