Azure Archives - Page 2 of 7 - Open Data Science - Your News Source for AI, Machine Learning & more

Azure Machine Learning CLI v2 and Python SDK v2

Machine Learning Modeling Azure Microsoftposted by Bala Venkataraman June 15, 2022

Azure Machine Learning is committed to simplifying the adoption of its platform for training and production cycles. Over the last several months, we have worked on adding support for workflows using command lines and support for scripts in multiple languages. We have also worked on bringing... Read more

AI Gets Bigger and Better: Microsoft’s AI-at-Scale Predictions

Featured Post Azure East 2022 Microsoftposted by Elizabeth Wallace, ODSC June 1, 2022

Two years ago, when Luis Vargas, Ph.D. of Microsoft AI addressed ODSC, he told the story of his daughter learning multiple languages as a small child and how this hidden complexity transferred to teaching machines to learn. The development of AI follows a similar path as... Read more

AIOps with Azure Metrics Advisor

Modeling AIOps Azure Azure Metrics Advisor Microsoftposted by ODSC Community May 18, 2022

Article by Tony Xing and Qiyang Li of Microsoft. AIOps is a term introduced by Gartner in 2016, referring to AI for IT Operations. It combines big data and machine learning to automate IT operations processes, including event correlation, anomaly detection, and causality determination. As more... Read more

Extracting Information From Unstructured Documents with Azure Form Recognizer

Modeling Azure Microsoftposted by Neta Haiby April 28, 2022

Extracting information from unstructured documents such as contracts is usually manual and involves tediously reading and understanding substantial amounts of documents to find specific information and manually extracting the information to digitize it. The process consumes a significant amount of a lawyer’s billable hours and is... Read more

Azure for Machine Learning Engineers

Machine Learning Modeling Azureposted by ODSC Community March 22, 2022

As more and more companies decide to move their on-premises datacenters to the cloud, cloud skills are now becoming increasingly important. In 2020, Microsoft Azure was declared the fastest growing cloud provider and therefore I decided to challenge myself to learn more about their Data... Read more

Creating Managed Online Endpoints in Azure ML

Machine Learning Modeling Azure Microsoftposted by Bea Stollnitz March 15, 2022

Suppose you’ve trained a machine learning model to accomplish some task, and you’d now like to provide that model’s inference capabilities as a service. Maybe you’re writing an application of your own that will rely on this service, or perhaps you want to make the service... Read more

Top 10 AI Companies Coming to the ODSC East AI Expo Hall

Business + Management Conferences Azure East 2022 Microsoftposted by ODSC Team March 8, 2022

With ODSC East right around the corner, coming April 19-21, it’s time to focus on some of the hot topics that you need to know. On everyone’s mind of course is artificial intelligence, where it’s going, and what will the future look like as the scale... Read more

40 In-Demand Machine Learning Engineering Platforms and Skills for 2022

Career Insights Featured Post Azureposted by ODSC Community March 1, 2022

The role of Machine Learning (ML) Engineer is in demand and 2022 will be no exception. However, each year the skills and certainly the platforms change somewhat. Certain skills become or less popular, new platforms and frameworks are cycled in, and responsibilities change. To get a... Read more

Creating Spectrograms and Scaleograms for Signal Classification

Machine Learning Modeling Azure Microsoftposted by ODSC Community February 15, 2022

In this post, I’ll explain how to convert time-series signals into spectrograms and scaleograms, which are image representations of those signals that contain both frequency and time information. In a future post, we’ll use the images created here to classify the signals. I’ll explain the intuition... Read more

40 NLP Platforms and Skills That Employers Are Looking For in 2022

Career Insights Modeling NLP/Text Analytics 2022 Azureposted by ODSC Team February 8, 2022

NLP is in right now. As the world struggles with COVID-19 still, companies are finding more use for chatbots, conversational AI, and so on. Just as we did with data engineering skills, we looked at over 20,000 NLP job descriptions to find the most in-demand NLP... Read more