Tutorials and demos | Microsoft Open Source Blog

Tutorials and demos January 25, 2023 5 min read

Improve BERT inference speed by combining the power of Optimum, OpenVINO™, ONNX Runtime, and Azure

Make large models smaller and faster with OpenVino Execution Provider, NNCF and ONNX Runtime leveraging Azure Machine Learning.

Tutorials and demos October 25, 2022 7 min read

Towards debuggability and secure deployments of eBPF programs on Windows

eBPF for Windows native code generation is a new mode of execution that maintains the integrity of the kernel and provides the safety promises of eBPF.

Tutorials and demos September 20, 2022 1 min read

Hugging Face Transformers now enabled in Apache OpenNLP by ONNX Runtime

We’re excited to share the recent integration of ONNX Runtime in Apache OpenNLP! Apache OpenNLP is a Java machine learning library for natural language processing (NLP) tasks.

Tutorials and demos July 9, 2021 7 min read

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.

Three people collaborating in an office on laptops

Tutorials and demos January 21, 2021 9 min read

Deploying SUSE SAP HA Automation in Microsoft Azure

Why automation Maintaining a competitive advantage often depends on how quickly you can deliver new services.

Tutorials and demos January 7, 2021 7 min read

How to monitor your Azure infrastructure with Filebeat and Elastic Observability

Overview The ability to access the internal state of your application ecosystem is critical to optimizing your applications and the experience of your users.

Project updates December 17, 2020 5 min read

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.

Tutorials and demos November 12, 2020 2 min read

Cloudera Data Platform’s integration with Azure delivers enterprise security and governance

Modern analytics and the resulting business insights unlock new opportunities to optimize company performance and open new revenue streams.

Tutorials and demos October 23, 2020 8 min read

How to optimize Azure Machine Learning for IoT production usage

Introduction Over the last few years IoT devices, machine learning (ML), and artificial intelligence (AI) have become very popular and now a lot of companies are moving forward to use them in production.

Tutorials and demos October 21, 2020 4 min read

How to deploy Elastic Cloud on Microsoft Azure

From startups to the global 2000, Elastic powers search solutions for thousands of companies worldwide to find documents, monitor infrastructure, protect against security threats, and more.

Tutorials and demos September 29, 2020 4 min read

Accelerate traditional machine learning models on GPU with ONNX Runtime

With the growing trend towards deep learning techniques in AI, there are many investments in accelerating neural network models using GPUs and other specialized hardware.

Tutorials and demos September 10, 2020 9 min read

CloudSkew makes it easy to sketch cloud architecture diagrams

CloudSkew is a free online diagram editor that helps you draw cloud architecture diagrams.