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, built by Databricks’ Lakehouse, 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 Machine Learning Professional

Databricks, a cloud-based platform for data engineering, data science, and analytics, offers a top-tier certification program called Databricks Certified Machine Learning Professional. This certification is to verify the abilities and expertise of those working in the Databricks-based machine learning industry. The certification test evaluates a person’s proficiency with the Databricks platform for advanced machine-learning tasks, including developing and training complex models, enhancing model performance, deploying machine-learning pipelines, and applying machine learning to actual business issues.

Candidates can enrol in a preparation course, study materials, and practice examinations provided by Databricks or other third-party suppliers to prepare for the Databricks Certified Machine Learning Professional exam. The certification program is appropriate for seasoned machine learning engineers, data scientists, and other data professionals who work with huge amounts of data and want to use the Databricks platform for advanced machine learning.

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