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Serverless on January
January is a Serverless month in the Microsoft Reactor.
During the full month we will host sessions focused on Serverless.
Sessions
| Date | Session | Registration | Streaming |
|---|---|---|---|
| Jan 11 2022 | Azure Custom Vision running on Azure Functions ⚡ Step by Step on how to create an object recognition model using Custom Vision, export the model and run the model in an Azure Function. GitHub Resources |
MeetUp | Microsoft Reactor YouTube |
| Jan 18 2022 | Computer Vision using LOBE running on Azure Functions ⚡ Step by Step on how to create an vision recognition model using LOBE.ai, export the model and run the model in an Azure Function. GitHub Resources 📦📥 |
MeetUp | Microsoft Reactor YouTube |
| Jan 20 2022 | Help! I’m building a serverless monolith! In this session, I'll give several tips on how to prevent building a serverless monolith. I'll cover various aspects such as application architecture, bounded contexts, scalability, resilience, and monitoring. By the end of the talk, you'll know what to look for to prevent your serverless application to become an unmaintainable spaghetti monster. |
MeetUp | Microsoft Reactor YouTube |
| Jan 25 2022 | Azure ML and Computer Vision running on Azure Functions ⚡ Step by Step on how to create an vision recognition model using Azure Machine Learning, export the model and run the model in an Azure Function. GitHub Resources 📦📥 |
MeetUp | Microsoft Reactor YouTube |
| Jan 26 2022 | Deploy ML.NET Models to Azure Container Apps ML.NET is an open-source, cross-platform machine learning framework that runs anywhere .NET runs. In this session, you’ll learn how to take an ML.NET machine learning model and deploy it as a serverless web service using Azure Container Apps. |
MeetUp | Microsoft Reactor YouTube |
Additional Resources
- Microsoft Learn - Implement Azure Functions
- Microsoft Learn - Create Serverless Applications
- Microsoft Docs- What is Custom Vision?
- Microsoft Docs - Test and retrain a model with Custom Vision Service
- Microsoft Docs - Overview of image classification model by Lobe (preview)
- Microsoft Docs - Export your image classification model from Lobe to AI Builder (preview)
Speaker and Co-Host
- Blog: https://elbruno.com
- Twitter: @elbruno
- Github: @elbruno
- LinkedIn: @elbruno