HomeArtificial IntelligenceMake Higher Information-Pushed Selections with DataRobot AI Platform Single-Tenant SaaS on Microsoft...

Make Higher Information-Pushed Selections with DataRobot AI Platform Single-Tenant SaaS on Microsoft Azure

Organizations that need to show the worth of AI by creating, deploying, and managing machine studying fashions at scale can now achieve this rapidly utilizing the DataRobot AI Platform on Microsoft Azure. DataRobot on Azure accelerates the machine studying lifecycle with superior capabilities for speedy experimentation throughout new knowledge sources and a number of downside varieties. DataRobot identifies and recommends fashions which are prepared to maneuver into manufacturing by robotically testing and evaluating 1000’s of fashions, whereas these already in manufacturing are constantly monitored to make sure efficiency and compliance. This generates dependable enterprise insights and sustains AI-driven worth throughout the enterprise. 

DataRobot is accessible on Azure as an AI Platform Single-Tenant SaaS, eliminating the time and value of an on-premises implementation. AI Platform Single-Tenant SaaS are absolutely managed by DataRobot and exchange disparate machine studying instruments, simplifying administration. Distinctive to DataRobot, this service helps prospects with particular knowledge administration or knowledge sovereignty wants, in addition to organizations curious about outsourcing the IT administration and arrange of latest software program purchases. Lowering time to worth in deploying, upgrading, and managing the AI infrastructure, AI Platform Single-Tenant SaaS permits prospects to give attention to producing extra worth, quicker, with AI.

Enterprises that use DataRobot on Azure get the data, expertise, and greatest practices of knowledge scientists from DataRobot. Additionally they achieve entry to greater than 200 merchandise and cloud companies on the Azure cloud platform designed to assist purchasers create new options to resolve as we speak’s enterprise challenges. Prospects can construct, run, and handle functions throughout a number of clouds, on-premises, and on the edge, with the instruments of their alternative. The DataRobot AI Platform seamlessly integrates with Azure cloud companies, together with Azure Machine Studying, Azure Information Lake Storage Gen 2 (ADLS), Azure Synapse Analytics, and Azure SQL database. 

Flexibility and Scalability: Advantages of the DataRobot and Azure Integration

The DataRobot integration with Microsoft supplies our prospects with versatile choices for procurement through the Azure Market, straightforward mannequin deployment within the Azure ecosystem, and built-in knowledge connectors for Azure Synapse Analytics, ADLS Gen2, and Azure SQL Database. Fashions educated in DataRobot will also be simply deployed to Azure Machine Studying, permitting customers to host fashions simpler in a safe method. AI Platform Single-Tenant SaaS may be ubiquitously used throughout varied Microsoft merchandise enabling extra AI builders throughout enterprises to scale enterprise affect. 

Immediately’s organizations are realizing success with enterprise-grade AI applied sciences for quick and safe enterprise progress. The scalability of the Microsoft Azure cloud platform mixed with the highly effective machine studying capabilities of DataRobot’s AI platform Single-Tenant SaaS empowers prospects to develop their enterprise by way of dependable AI-driven selections.

Tony Surma

CTO, US Companions, Microsoft

Collectively, the DataRobot AI Platform and Azure present: 

  • Safety, governance, and compliance of AI tasks. With built-in guardrails and automatic mannequin documentation for compliance,  have the arrogance you might want to make enterprise selections rapidly. You’ll have the flexibility to deploy a mannequin generated in  DataRobot for inferencing on Azure Machine Studying for geographic isolation, safety, and management over manufacturing fashions. The centralized, ruled DataRobot MLOps surroundings supplies most flexibility for customers to determine which of the DataRobot really useful fashions they need to leverage and the dimensions to help strong inferencing by way of Azure Machine Studying. 
  • The power to scale the productiveness of AI groups by simplifying advanced AI lifecycles.  DataRobot MLOps provides you every thing you might want to scale AI in manufacturing, with one place to handle all fashions whether or not deployed contained in the DataRobot AI Platform or deployed on high of Azure Machine Studying. Your AI groups might be outfitted with self-serve instruments, explainable automation, and guide overrides to run tons of of various fashions in minutes, permitting you to resolve enterprise issues quicker with much less threat to the enterprise. The intuitive DataRobot person interface and APIs make it straightforward for AI builders with totally different ability units to collaborate, enhance productiveness, and combine DataRobot with their current ecosystem. The mixture of speedy experimentation and manufacturing simplifies the machine studying lifecycle, enabling AI groups to constantly monitor priceless metrics together with the well being and accuracy of manufacturing fashions, and accelerating total time to worth.
  • The potential to quickly construct an AI-powered group with industry-specific options and experience. Lastly, customers get entry to cutting-edge algorithms and mannequin blueprints, together with the most recent in deep studying, that incorporate superior knowledge science greatest practices, developed by Kaggle-ranked knowledge scientists in DataRobot. The platform empowers groups with a library of tons of of industry-specific greatest practices, use instances, and assets like notebooks and answer accelerators that expedite time to perception. 

Get Began with DataRobot on Azure

DataRobot AI Platform on Azure supplies enterprises the safety and governance required to scale utilized AI. Guardrails and best-practices are embedded all through the AI lifecycle—from improvement to deployment—enabling specialised groups, reminiscent of knowledge science, IT, and enterprise consultants, to do extra with much less and collaborate collectively. This drastically improves productiveness of groups and permits them to scale enterprise outcomes. 

With built-in compliance documentation and automatic governance, the DataRobot AI Platform lets regulated industries scale AI with unprecedented pace and confidence. Monetary companies organizations can use DataRobot AI Platform on Azure to resolve enterprise challenges, reminiscent of credit score threat administration, whereas remaining compliant with {industry} laws.

The DataRobot AI Platform is the following technology of AI. DataRobot’s imaginative and prescient is to convey collectively all knowledge varieties, all customers, and all environments to ship important enterprise insights for each group. DataRobot is trusted by world prospects throughout industries and verticals, together with a 3rd of the Fortune 50. For extra data, go to https://www.datarobot.com/.

DataRobot AI Platform is accessible through Azure Market.


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In regards to the writer

May Masoud
Could Masoud

Information Scientist, DataRobot

Could Masoud is a knowledge scientist, AI advocate, and thought chief educated in classical Statistics and fashionable Machine Studying. At DataRobot she designs market technique for the DataRobot AI Cloud platform, serving to world organizations derive measurable return on AI investments whereas sustaining enterprise governance and ethics.

Could developed her technical basis by way of levels in Statistics and Economics, adopted by a Grasp of Enterprise Analytics from the Schulich Faculty of Enterprise. This cocktail of technical and enterprise experience has formed Could as an AI practitioner and a thought chief. Could delivers Moral AI and Democratizing AI keynotes and workshops for enterprise and educational communities.

Meet Could Masoud


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