Top Azure Databricks Alternatives

AI-based research and applications require quite a lot of data in order to provide satisfactory results. While this data can be hard to collect, developers and data scientists using the Apache Spark environment and Azure cloud for their application have a boon in the form of Azure Databricks. This service allows its users to get amazing insights on their application through a deep analytical engine, which they can use to optimize the final product.

Unlocking a world of insights

The Azure Databricks platform is extremely capable of providing the user with all the data they need in a faster way. With its analytical engine based on the Apache Spark framework, developers can use a variety of data types to generate insights in real-time through an automated pathway. Data scientists can also gain additional flexibility in their data view by the use of one of the many query languages supported by the Databricks platform, like SQL and Scala. Another functionality that enriches the analytical experience is the support for several data frameworks like TensorFlow and PyTorch.

Novel ways of collaboration

Since most projects are complex enough to require a team of dedicated data scientists and developers for completion, the Azure Databricks platform offers ample methods for collaborations on a single project. This collaboration is achieved through the interactive Workspace feature. By creating a Workspace, developers get to work on a single project being developed on a selected language, which is centrally stored on the servers in the form of the primary instance. Developers make their own versions of the code and commit changes to the primary version. This speeds up development to an appreciable degree and results in improved collaboration.

Unmatchable security in analytics

Azure Databricks ensures that the data collected and analyzed never violates the privacy rights of any individual or organization at all. For this assurance, the platform provides a series of monitors and checklist modules that ensure that compliance is maintained at all times. For a more direct approach at security, insight and data protection systems, certified by the leading security organizations of the world, are set in place in the form of single sign-on authentication technology.