Get started with Azure Batch by using an Azure Resource Manager template (ARM template) to create a Batch account, including storage. You need a Batch account to create compute resources (pools of ...

Data & MLOps Engineer building scalable ML systems. Passionate about cloud, data platforms, and responsible AI. I have deployed Kafka pipelines that ran cleanly in staging for two weeks. No lag. No ...

Compared to other regression techniques, a well-tuned neural network regression system can produce the most accurate prediction model, says Dr. James McCaffrey of Microsoft Research in presenting this ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Erik Steiger discusses the operational pain ...

An Azure Machine Learning managed feature store lets you discover, create, and operationalize features. Features serve as the connective tissue in the machine learning lifecycle, starting from the ...

Twenty years ago, Nvidia made a calculated decision to expand its focus from gaming to high-performance computing processing. So much of HPC is mathematics, and the GPU is, by design, a massive math ...

Databricks Lakehouse Platform combines cost-effective data storage with machine learning and data analytics, and it's available on AWS, Azure, and GCP. Could it be an affordable alternative for your ...

In February, we announced DeepSpeed, an open-source deep learning training optimization library, and ZeRO (Zero Redundancy Optimizer), a novel memory optimization technology in the library, which ...

I’ve been a consumer PC expert at PCMag for 10 years, and I love PC gaming. I've played games on my computer for as long as I can remember, which eventually (as it does for many) led me to build and ...