Microsoft Azure Service Fabric 9.0 Third Refresh Update Release

Azure Service Fabric 9.0 Third Refresh is now available!
We are excited to announce that 9.0 Third Refresh release of the Service Fabric runtime has started rolling out to the various Azure regions along with tooling and SDK updates. The updates for .N… Continue reading Microsoft Azure Service Fabric 9.0 Third Refresh Update Release

Optimized Training and Inference of Hugging Face Models on Azure Databricks – Part 2

In this two-part blog series, we explore how to perform optimized training and inference of large language models from Hugging Face, at scale, on Azure Databricks.
 
In the first part we focused on optimized model training, leveraging the distribu… Continue reading Optimized Training and Inference of Hugging Face Models on Azure Databricks – Part 2

Optimized Training and Inference of Hugging Face Models on Azure Databricks – Part 1

In this two-part blog series, we explore how to perform optimized training and inference of large language models from Hugging Face, at scale, on Azure Databricks.
 
In this first part we focus on optimized model training, leveraging the distribut… Continue reading Optimized Training and Inference of Hugging Face Models on Azure Databricks – Part 1

Data Collection Rules Creation Impacting Sentinel UEBA ML Model

We all know for a SOC to be successful; it is imperative for the SOC engineer and SOC analyst to be in constant communication about new connectors and their intended configurations. In some organizations role and responsibilities are separated whereas … Continue reading Data Collection Rules Creation Impacting Sentinel UEBA ML Model

AI Models vs. AI Systems: Understanding Units of Performance Assessment

As AI becomes more deeply integrated into every aspect of our lives, it is essential that AI systems perform appropriately for their intended use. We know AI models can never be perfect, so how do we decide when AI performance is ‘good enough’ for use in a real life application? Is level of accuracy a […]

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Continue reading AI Models vs. AI Systems: Understanding Units of Performance Assessment