DataRobot AI arrives in Google Cloud Marketplace, GitHub Added

In addition to GitHub, DataRobot said it has integrated log management provider Sumo Logic, cybersecurity and IT operations provider Splunk, IT monitoring provider Datadog, and customer service technology provider Zendesk. .

Although DataRobot has introduced many updates and new features for the AI ​​Cloud, vendor platform upgrades are widely expected, Gualtieri said.

Among the new features and capabilities in the latest phase of the DataRobot upgrade are what the vendor calls built-in code-first notebooks, which allow data scientists to do coding work.

Now in the preview, the technology came from DataRobot’s May 2021 acquisition of cloud-based data science and analytics platform provider Zepl.

Additionally, DataRobot has added geospatial functionality to its no-code predictive AI applications for business users. The vendor also highlighted some upgraded or expanded features. These include in particular the following:

• Automated compliance documentation for all AI and machine learning models, including those developed outside of DataRobot;
• bias mitigation capabilities that automatically identify and adapt models before they reach deployment;
• Enterprise MLOps to support entire model lifecycles and provide open models that IT groups can connect to third-party software platforms and services;
• more support for DevOps skills, with integration with GitHub Actions to automate machine learning workflows in accordance with continuous integration-continuous delivery principles.

Boston -based DataRobot competes with other independent AI vendors, including open source H2O.ai, Dataiku, Databricks, SAS and Jupyter Notebook.

While DataRobot raised $ 1 billion in venture capital in 10 rounds, acquired seven small vendors and reached a market valuation of up to $ 6.3 billion, it faced significant setbacks during its rapid growth over the course. of the last decade.

Recently, the private provider laid off about 70 staff – 7% of its workers – in early May amid a declining market for technology companies.

In March 2020, DataRobot went down at the start of the COVID-19 pandemic, but did not disclose how many employees it was hiring. that roet will be fired.