53 lines
4.2 KiB
Markdown
53 lines
4.2 KiB
Markdown
# Azure Machine Learning Resources & Links
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## Product Documentation
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- [Azure Machine Learning service](https://docs.microsoft.com/en-us/azure/machine-learning/service/)
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- [Azure Machine Learning Studio](https://docs.microsoft.com/en-us/azure/machine-learning/studio/)
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## Product Team Blogs
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- [What’s new in Azure Machine Learning service](https://aka.ms/aml-blog-whats-new)
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- [Announcing automated ML capability in Azure Machine Learning](https://aka.ms/aml-blog-automl)
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- [Experimentation using Azure Machine Learning](https://aka.ms/aml-blog-experimentation)
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- [Azure AI – Making AI real for business](https://aka.ms/aml-blog-overview)
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## Community Blogs
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- [Power Bat – How Spektacom is Powering the Game of Cricket with Microsoft AI](https://blogs.technet.microsoft.com/machinelearning/2018/10/11/power-bat-how-spektacom-is-powering-the-game-of-cricket-with-microsoft-ai/)
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## Ignite 2018 Public Preview Launch Sessions
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- [AI with Azure Machine Learning services: Simplifying the data science process](https://myignite.techcommunity.microsoft.com/sessions/66248)
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- [AI TechTalk: Azure Machine Learning SDK - a walkthrough](https://myignite.techcommunity.microsoft.com/sessions/66265)
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- [AI for an intelligent cloud and intelligent edge: Discover, deploy, and manage with Azure ML services](https://myignite.techcommunity.microsoft.com/sessions/65389)
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- [Generating high quality models efficiently using Automated ML and Hyperparameter Tuning](https://myignite.techcommunity.microsoft.com/sessions/66245)
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- [AI for pros: Deep learning with PyTorch using the Azure Data Science Virtual Machine and scaling training with Azure ML](https://myignite.techcommunity.microsoft.com/sessions/66244)
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## Get-started Videos on YouTube
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- [Get started with Python SDK](https://youtu.be/VIsXeTuW3FU)
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- [Get started from Azure Portal](https://youtu.be/lCkYUHV86Mk)
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## Third Party Articles
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- [Azure’s new machine learning features embrace Python](https://www.infoworld.com/article/3306840/azure/azures-new-machine-learning-features-embrace-python.html) (InfoWorld)
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- [How to use Azure ML in Windows 10](https://www.infoworld.com/article/3308381/azure/how-to-use-azure-ml-in-windows-10.html) (InfoWorld)
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- [How Azure ML Streamlines Cloud-based Machine Learning](https://thenewstack.io/how-the-azure-ml-streamlines-cloud-based-machine-learning/) (The New Stack)
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- [Facebook launches PyTorch 1.0 with integrations for Google Cloud, AWS, and Azure Machine Learning](https://venturebeat.com/2018/10/02/facebook-launches-pytorch-1-0-integrations-for-google-cloud-aws-and-azure-machine-learning/) (VentureBeat)
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- [How Microsoft Uses Machine Learning to Help You Build Machine Learning Pipelines](https://towardsdatascience.com/how-microsoft-uses-machine-learning-to-help-you-build-machine-learning-pipelines-be75f710613b) (Towards Data Science)
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- [Microsoft's Machine Learning Tools for Developers Get Smarter](https://techcrunch.com/2018/09/24/microsofts-machine-learning-tools-for-developers-get-smarter/) (TechCrunch)
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- [Microsoft introduces Azure service to automatically build AI models](https://venturebeat.com/2018/09/24/microsoft-introduces-azure-service-to-automatically-build-ai-models/) (VentureBeat)
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## Community Projects
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- [Use Papermill with Azure ML](https://github.com/jreynolds01/papermill_execution_azureml/)
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- [Fashion MNIST](https://github.com/amynic/azureml-sdk-fashion)
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- Keras on Databricks
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- [Samples from CSS](https://github.com/Azure/AMLSamples)
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## Azure Machine Learning Studio Resources
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- [A-Z Machine Learning using Azure Machine Learning (AzureML)](https://www.udemy.com/machine-learning-using-azureml/)
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- [Machine Learning In The Cloud With Azure Machine Learning](https://www.udemy.com/machine-learning-in-the-cloud-with-azure-machine-learning/)
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- [How to Become A Data Scientist Using Azure Machine Learning](https://www.udemy.com/azure-machine-learning-introduction/)
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- [Learn Azure Machine Learning from scratch](https://www.udemy.com/learn-azure-machine-learning-from-scratch/)
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- [Azure Machine Learning Studio PowerShell Module](https://aka.ms/amlps)
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## Forum Help
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- [Azure Machine Learning service](https://social.msdn.microsoft.com/Forums/en-US/home?forum=AzureMachineLearningService)
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- [Azure Machine Learning Studio](https://social.msdn.microsoft.com/forums/azure/en-US/home?forum=MachineLearning)
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