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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. To minimize the cost of deployment and avoid discrepancies, deploying scikit-learn models to production usually leverages Docker containers and pickle, the object serialization module of the Python standard library. Docker is a good way to create consistent environments and pickle saves...Read more

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. All cloud providers, including Microsoft Azure, provide services on how to deploy developed ML algorithms to edge devices. The main concern of...Read more

More “Python for Beginners” videos…times two! 

When Susan and I created the Python for Beginners series last fall, we had the goal of trying to help new developers make the transition into one of the most popular and flexible programming languages available. We focused on some of the most common features and attempted to bring you to the point where you...Read more

4 new Python/Django video tutorials for productive cloud development 

Python is a great language for building web apps, and Django is one of the most popular frameworks. It lets developers create web apps fast, including modern RESTful APIs, with security and scalability in mind. I’ve been using Visual Studio Code and Azure for a while and was invited to share my experiences at Microsoft’s...Read more

Open source libraries for Microsoft Quantum 

Quantum computing is a new universe of computing that promises exponential increases in processing power, which could help scientists solve the problems of the future – on topics ranging from biomedical research and smart materials to cryptography and climate science. After more than a decade of work by researchers, engineers, and developers from across the...Read more