Algorithmia Upgrades Enterprise platform
February 25, 2020
made a major update to its Enterprise platform. The platform, which
allows data scientists and ML engineers to easily automate the DevOps,
management, and deployment of AI/ML models in the language of their
choice, now integrates with GitHub.
By expanding its source code management capabilities, Algorithmia is
making it easier for data scientists and ML engineers to organize code,
track changes, collaborate with colleagues and rapidly deliver
high-quality AI-based applications, with the added benefits of GitHub in
combination with Algorithmia.
GitHub brings together the world’s largest community of developers to
discover, share and build better software, and is a trusted repository
for software developers and data science teams. By integrating with
GitHub, Algorithmia enables data science deployment processes to follow
the same software development lifecycle (SDLC) organizations already
leverage, via a seamless integration.
With the Algorithmia–GitHub integration, users can store their code on
GitHub and deploy it directly to Algorithmia and Algorithmia Enterprise.
In this way, teams working on ML can participate in their organization’s
SDLC. That is, multiple users can easily contribute, collaborate on a
centralized code base, and ensure code quality with best practices like
code reviews through pull requests and issue tracking.
can also take advantage of GitHub’s governance applications around
dependency management to ensure their models aren’t at risk of utilizing
package versions with deprecated features.
“As more applications are driven by machine learning, it will become
increasingly important for these projects to be part of an
organization’s software development lifecycle,” said Diego Oppenheimer,
CEO of Algorithmia. “Model deployment and management should be as simple
as checking-in any other code. With Algorithmia’s source code management
integrations, it will be. Data scientists will be as agile as any
The GitHub integration is now available to algorithmia.com public users
and for existing Algorithmia Enterprise customers.