Simple steps to create scalable processes to deploy ML models as microservices
This post was co-authored by Alejandro Saucedo, Director of Machine Learning Engineering at Seldon Technologies.
Microsoft
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How to migrate and modernize Linux workloads and open source databases to Azure
With extensive support for all major Linux distributions including Red Hat, SUSE, Ubuntu, CentOS, Debian, and managed platform-as-a-service (PaaS) offerings for open source databases like Azure Database for MySQL, Azure Database for PostgreSQL, and Azure Database for MariaDB—it’s no surprise that Linux is the fastest growing platform on Azure. -
Delivering reliable production experiences with PyTorch Enterprise on Microsoft Azure
At Microsoft, we use PyTorch to power products such as Bing and Azure Cognitive Services and we actively contribute to several PyTorch open-source projects, including PyTorch Profiler, ONNX Runtime, DeepSpeed, and more. -
Prioritizing inclusion—our commitment to building healthy open source communities
Microsoft products and services run on trust, an extension of our commitment to building healthy open source communities. -
Maintainers Spotlight: How Kent C. Dodds pays it forward through open source
We hear about open source projects every day, but we rarely hear from the people who maintain them. -
4 open source lessons for 2021
2020 fundamentally changed how many companies and teams work—seemingly overnight, remote-first cultures became the new norm and people had to change how they communicate and collaborate. -
Accelerate and simplify Scikit-learn model inference with ONNX Runtime
Scikit-learn is one of the most useful libraries for general machine learning in Python. -
Introducing the Cluster API Provider for Azure (CAPZ) for Kubernetes cluster management
Managing Kubernetes clusters is hard. Managing Kubernetes clusters at scale across a variety of infrastructures is—well—even harder. -
ONNX Runtime scenario highlight: Vespa.ai integration
Since its open source debut two years ago, ONNX Runtime has seen strong growth with performance improvements, expanded platform and device compatibility, hardware accelerator support, an extension to training acceleration, and more. -
Adding RoBERTa NLP to the ONNX model zoo for natural language predictions
In summer 2019, I worked as a high school intern for the ONNX AI team at Microsoft and loved working on various projects with the team, including the BERT text classification model. -
.NET for Apache Spark hits v1.0
About two years ago, we heard an increasing demand from the . -
Announcing Akri, an open source project for building a connected edge with Kubernetes
Overview One of the hallmarks of “the edge” in computing is the array of sensors, controllers, and microcontroller unit (MCU) class devices that produce data and perform actions.
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