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Monday, March 4, 2024

Introducing the Newest Developments in Our Platform and Ecosystem with Generative AI at DataRobot Summer time Launch

Summer time and our newest launch are right here, filled with an thrilling course, options, integrations, and potentialities. We’ve been working onerous to offer you all of the instruments it is advisable innovate and excel, whether or not you’re a developer, an information scientist, or a enterprise chief. 

  • CIOs, think about having much more sturdy management over your whole cloud infrastructure.
  • CDOs, take into consideration how seamless knowledge manipulation and perception extraction could possibly be with the addition of generative AI
  • AI Builders, envision a platform full of instruments that amplify your creativity and effectivity.

Right here’s what’s new in our summer season launch associated to our platform and ecosystem integrations:

1. The Subsequent Evolutions of Our Safe, Cloud-Native Platform

Nice improvements can come from AI, however with out correct scaling and safeguards, there’s a danger of safety and efficiency points. We constructed a platform that makes use of cloud and container applied sciences to allow scalability and adaptability with out sacrificing safety. It may be deployed in the best way greatest suited to your wants, whether or not by way of our managed SaaS environments, self-managed in your VPC environments, or your personal {hardware}. Involved about defending your knowledge? We have now obtained you lined. Your delicate info stays confidential, and customers can work together with it with out compromising their knowledge or privateness.

Listed here are two main methods we’re serving to your AI initiatives be safer, with out slowing down:

1. HIPAA Compliant Single-Tenant SaaS: Our Single-Tenant SaaS providing is now HIPAA compliant on each AWS and Azure. Healthcare suppliers can now entry AI Platform as a managed service within the cloud area of their alternative. This offers them the safety and isolation usually related to a self-managed deployment however with the comfort of our managed providers.

2. DataRobot newest model is obtainable for Self-Managed VPC Clients on Azure: Our newest model is now licensed on Azure Kubernetes Service for Self-Managed prospects who want to run in their very own VPC. This deployment dynamically scales modeling workloads based mostly on consumption, decreasing the full price of possession for the shopper. 

2. Open Ecosystem and Interoperability – Your Method!

With broad ecosystem interoperability and open structure method, we’re taking a step ahead and introducing a brand new space of generative AI and extra integrations and help throughout the whole AI lifecycle.

Generative AI-ready platform: Whether or not you’re working with predictive or generative AI throughout varied environments, now, with our All-in-One Generative AI Platform, you get constant expertise for growing and managing predictive and generative AI throughout cloud knowledge warehouses, knowledge lakes, practitioner instruments, and enterprise functions.

Integrations in AI Experimentation: Benefit from the freedom to work with all the very best instruments and methods, multi function place. 

  • Azure OpenAI: Our hosted notebooks combine with Azure OpenAI, providing unparalleled generative AI help, automated code era, enriched datasets, worthwhile insights, and optimization, enhancing productiveness and efficiency.
  • Streamlit: Rapidly prototype your most popular software in Streamlit both in a number of clicks from our UI expertise or with our templates hosted in our GitHub repo for deploying DataRobot-developed capabilities
  • Cloud warehouses: We provide a safe connection to your cloud warehouse, permitting you to retain full management and safety over environments akin to Snowflake, whereas nonetheless allowing entry by means of the utilization of OAuth, Key-Pair Authentication, and Service Accounts. Moreover, with the function of push-down processing, you may leverage your knowledge warehouse’s pace and safety for in-data preparation and direct materialization. This complete method ensures a sturdy and environment friendly knowledge administration system tailor-made to satisfy varied wants.
  • Hugging Face: With generative AI and the rise of extracting worthwhile insights from unstructured knowledge, now you will get extra with our seamless integration with Hugging Face fashions.

Integrations in AI Manufacturing: Simply combine along with your whole expertise stack. 

  • Airflow: Orchestrate levels of the DataRobot machine studying pipeline utilizing Airflow. From ingesting knowledge for mannequin constructing, retraining, or monitoring predictions to integrating DataRobot capabilities into bigger pipelines and mixing them with different providers, empowers you. Seamlessly clear your knowledge and retailer or publish the outcomes to align along with your undertaking wants.
  • MLflow: Convey metadata from MLflow, together with help for Azure Databricks, straight into DataRobot. Improve your governance methods and enrich your mannequin compliance documentation with customized content material to align along with your distinctive necessities.
  • AzureML: Deploy skilled fashions from the DataRobot registry to AzureML Managed Endpoints after which monitor their efficiency and habits utilizing DataRobot’s monitoring instruments. This integration gives a cohesive and streamlined technique to handle the whole lifecycle of your fashions.

3. Expertise the DataRobot AI Platform

Able to take management over your whole cloud infrastructure with out giving up creativity, effectivity, and safety?

Expertise the facility of predictive and generative AI like by no means earlier than with our unique 30-day trial of the DataRobot AI Platform. Right here’s what you may count on out of your 30-day journey:

  • A guided tour that can fast-track you thru getting ready knowledge, operating experiments, and testing your fashions so you may make data-driven choices
  • Unprecedented entry to cutting-edge AI capabilities, from experimentation to manufacturing and generative AI.
    • Leverage ecosystem integrations to simply and securely entry your knowledge
    • Construct customized chatbots in our generative AI workflows
    • Forecast future outcomes with time sequence modeling 
  • Sources for fulfillment embody hands-on labs, AI accelerators, and a Group of utilized AI and product consultants to offer steerage tailor-made to what you are promoting objectives. 

You possibly can study all of this and extra from our summer season launch recording. Don’t miss out on this chance to discover the longer term. Enroll now to your 30-day trial and embark on a journey that can redefine the best way you’re employed, create, and envision what’s doable!

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In regards to the writer

Atalia Horenshtien
Atalia Horenshtien

International Technical Product Advocacy Lead, DataRobot

Atalia Horenshtien is a International Technical Product Advocacy Lead at DataRobot. She performs a significant function because the lead developer of the DataRobot technical market story and works intently with product, advertising, and gross sales. As a former Buyer Going through Information Scientist at DataRobot, Atalia labored with prospects in several industries as a trusted advisor on AI, solved complicated knowledge science issues, and helped them unlock enterprise worth throughout the group.

Whether or not talking to prospects and companions or presenting at business occasions, she helps with advocating the DataRobot story and easy methods to undertake AI/ML throughout the group utilizing the DataRobot platform. A few of her talking periods on totally different subjects like MLOps, Time Collection Forecasting, Sports activities initiatives, and use instances from varied verticals in business occasions like AI Summit NY, AI Summit Silicon Valley, Advertising AI Convention (MAICON), and companions occasions akin to Snowflake Summit, Google Subsequent, masterclasses, joint webinars and extra.

Atalia holds a Bachelor of Science in industrial engineering and administration and two Masters—MBA and Enterprise Analytics.

Meet Atalia Horenshtien

Daniel Gunderson
Daniel Gunderson

Product Supervisor, Platform at DataRobot

Dan Gunderson is an skilled Platform Product Supervisor adept at overseeing crucial product safety and entry management points for DataRobot’s AI Platform. Between his expertise as an officer within the Air Drive and his time as a product supervisor in a Collection A startup, he’s an knowledgeable at understanding buyer necessities and main initiatives by means of to completion. He’s targeted on making DataRobot an enterprise-grade self-service platform that’s straightforward to make use of and safe.

In his free time, Dan likes to surf the seashores of Southern California and go on hikes together with his spouse and two canine.

Meet Daniel Gunderson

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