De ce aveți nevoie: Laptop + Visual Studio + Microsoft Azure SDK + Un cont de Azure
Dacă doriți puteți să vă grupați în grupuri de 2-3 persoane la același laptop.
09:00-09:30 – Sosirea participanților
09:30-11:00 – Azure Functions (Radu Vunvulea)
11:00-12:30 – Machine learning for mere mortals with Azure ML (Silviu Niculita)
12:30-14:00 – ARM Templates, how to create them, and use them in your CD pipeline (Florin Loghiade)
Azure Functions (Radu Vunvulea)
What are Azure Functions? AWS Lambda from Azure. This is the fastest way how we can present Azure Functions. Durring this workshop we will have a challenge cu create a system that can process and analyze data without VMs or other compution units. We will use only Azure Functions for it. Sounds interesting, than let’s meet from 09:30 and find out how you can do this.
Machine learning for mere mortals with Azure ML (Silviu Niculita)
Machine learning has been leveraged to radically change many industry verticals. The problem is the learning curve has always been very steep. Exotic languages, complex tools, little or no documentation.But innovative cloud based ML platforms are changing that and democratizing access. During this session, you will learn the basics of machine learning, and you will see a demo of how you can build a prediction model using real-world data, evaluate several different algorithms and modeling strategies, then deploy the finished model as a scalable RESTful API within minutes.
ARM Templates, how to create them, and use them in your CD pipeline (Florin Loghiade)
Azure has an excelent API that permits the user to automate the creation of every complex environment, using one single JSON document. Those documents are called ARM Templates and they can be used to create, manage and even refresh any type of resource available in Azure. Using ARM templates and PowerShell combined with a CI/CD tool like VSTS, TeamCity, Jenkins, you can automate the build and deployment of the most complex application out there. In this hands on lab you will learn about the benefits of using Azure Resource Manager templates, when and how to use PowerShell in the CI/CD pipeline, and what it takes to create ARM Templates.