msdev

AI MLOps

High Level MLOps from Microsoft Data Scientists

On this episode of the AI Show, Seth welcomes Microsoft Data Scientists, Spyros Marketos, Davide Fornelli and Samarendra Panda. They will give a high-level intro into MLOps and share some of the lessons they’ve learned working with customers along the way.

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Microsoft Natural Language Processing

How Language Understanding enables Voice Commands in Word Dictation

Dictation in productivity apps such as Word empower people to conquer the blank page. Dictating is a fast and easy way to get your thoughts on the page during brainstorming, outlining, and authoring content. Office voice commanding is the next step to make dictation more powerful. Using AI powered by Microsoft Cognitive Services, Microsoft 365 […]

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AI Reinforcement Learning

New Reinforcement Learning Methods to Improve AI in Gaming and Beyond

This episode of the AI show covers reinforcement learning – an AI approach that is especially promising for training naturally behaving game characters with nuanced reactions to human players. Jump To: [00:50] What is reinforcement learning[02:26] Project Malmo – Minecraft as a platform for AI research[05:00] Project Paidia: towards RL agents that learn to collaborate […]

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AI Azure

Automated Machine Learning on Azure

In this video, you will see what Automated Machine Learning is and how you can use it to solve machine learning problems. We also go through a demo to solve a banking problem starting from a dataset to deploying models to production, all without a single line of code.

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Computer Vision Microsoft

Computer Vision for Spatial Analysis

Computer Vision is an Azure Cognitive Service which runs vision AI on images, and is a new feature of the Computer Vision service. It runs Vision AI on live and recorded video streams to understand people’s movement in physical spaces. Learn More: Computer Vision Doc

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AI Ethics

Why You’re Not Solving the Problem You Think You’re Solving with AI

Join Seth Juarez as he delves into ethical concerns with AI with Josh Lovejoy, who leads Design for Microsoft Ethics & Society within Cloud + AI, and Sarah Bird, who leads Responsible AI for Cognitive Services. This video explores how to think about Ethical AI and how to ensure the software you build is designed, […]

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AI Azure

OSS Framework Support in Azure Machine Learning Service

Learn how Azure ML supports Open Source ML Frameworks and MLflow in AzureML. Take a walk through a ScikitLearn and Pytorch example to show the built in support for ML frameworks. Learn More: Azure ML Examples https://aka.ms/AIShow/AzureMLExamples Azure ML Curated Environments https://aka.ms/AIShow/AMLCuratedEnvironments Track and Monitor ML Flow https://aka.ms/AIShow/TrackandMonitorMLFlow Create a Free account (Azure) https://aka.ms/aishow-seth-azurefree Deep […]

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