Name: Databricks
Brand: Databricks Lakehouse
SKU: 637c5ff635f286078abf4d6e
Rating: 4 (133 reviews)

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Databricks

By Databricks Lakehouse

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Data Analysis Software

Data Mining Tools

Overview of Databricks Software Company

Databricks, Inc. is a leading global company specializing in data analytics and artificial intelligence (AI). Founded in 2013 by the original creators of Apache Spark, Databricks offers a cloud-based platform designed to help enterprises build, scale, and govern their data and AI solutions. The company is recognized for pioneering the data lakehouse architecture, which integrates the capabilities of both data lakes and data warehouses, allowing organizations to manage structured and unstructured data effectively for analytics and AI workloads

Founding and Growth

Databricks was established by seven Ph.D. students from the University of California, Berkeley: Ali Ghodsi, Ion Stoica, Matei Zaharia, Patrick Wendell, Reynold Xin, Andy Konwinski, and Arsalan Tavakoli-Shiraji. The founding team leveraged their expertise from the AMPLab project that developed Apache Spark to create a commercial product that simplified big data processing.

Funding and Valuation

2013: $14 million Series A.
2014: $33 million Series B.
2016: $60 million Series C.

Product Offerings and Features

Lakehouse Platform: Combines features of data lakes and warehouses for efficient data management.
Delta Lake: An open-source storage layer that brings reliability to data lakes.
MLflow: An open-source platform for managing the machine learning lifecycle.
Databricks Data Intelligence Platform: Launched in November 2023, this platform integrates generative AI technologies with lakehouse capabilities to enhance data utilization

Acquisitions and Product Expansion

MosaicML (2023): Enhanced generative AI capabilities within its platform.
Other acquisitions focused on improving machine learning operations and data management functionalities.

Databricks AI and New Features

DBRX Model (March 2024): An open-source foundation model with advanced capabilities in logic reasoning and knowledge retrieval.
Continuous enhancements to existing products like Delta Lake and MLflow, ensuring they remain competitive within the rapidly evolving tech landscape.

Company Culture and Values

Databricks emphasizes a culture of collaboration, innovation, and inclusivity. The company values transparency in operations and encourages employee engagement through various initiatives. It has been recognized as one of the best workplaces for millennials, reflecting its commitment to fostering a positive work environment

User Base and Community

As of early 2023, Databricks serves over 9,000 organizations globally, including major companies like AT&T, Shell, Burberry, Toyota, Adobe, Conde Nast, and Regeneron. The community surrounding Databricks is robust due to its open-source roots; users actively contribute to projects like Apache Spark and Delta Lake. The company also engages with its user base through forums, webinars, and community events to promote knowledge sharing and collaboration in data science practices