Harnessing Azure’s AI and Machine Learning Capabilities for Security and Productivity

Jiadong Chen
2 min readApr 15, 2024
source: Microsoft

From architecting enterprise-level data science platforms with Azure Machine Learning to fortifying security through keyless authentication in Azure OpenAI services. Explore the evaluation of RAG applications using AzureML Model Evaluation. Uncover the potential of Azure OpenAI in call center modernization. Plus, unlock the power of Azure AI Document Intelligence for advanced document insights, empowering decision-making and productivity!

✅ An Enterprise Design for Azure Machine Learning — An Architect’s Viewpoint

A comprehensive blueprint for establishing an enterprise-level data science platform using Azure Machine Learning, focusing on security, scalability, and operational efficiency within a controlled and well-monitored environment.
https://lnkd.in/g8G_MHFx

✅ Using keyless authentication with Azure OpenAI

To enhance security and reduce risks associated with API keys, this post guides developers through transitioning to keyless authentication for Azure OpenAI services, highlighting the downsides of using keys and providing detailed steps for authentication via Entra identity, along with templates for keyless…

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Jiadong Chen
Jiadong Chen

Written by Jiadong Chen

Microsoft MVP, MCT | Azure Certified Solutions Architect & Cybersecurity Architect Expert | Member of .NET Foundation | Packt Author

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