Global AI Bootcamp 2022

PyLadies Amsterdam
PyLadies Amsterdam
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Wat we doen

Welcome to the Global AI Bootcamp

Join us for a full day of AI workshops straight from your home.
Visual Studio Code and Azure subscription is needed.
If you do not have your own Azure subscription, we have 42 Azure passes for RSVPed participants.
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How to join:
Open link event in the browser. No installations are needed.

Workshops Level: Beginner
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== Workshop 1 ==
Cognitive Search
In this workshop you are going to work with Cognitive Search to create a search index.

== Workshop 2 ==
Bot Composer
In this workshop you are going to work with Bot Composer.

== Workshop 3 ==
Train and deploy a PyTorch model using the Azure Machine Learning platform.
In this workshop you are going to build and deploy your own trained vision model to a highly scalable endpoint using Azure Machine Learning.
You start with setting up your cloud workspace and learn how to manage your data and make it reusable. Next, you will train a PyTorch model using the transfer learning approach and finally you deploy the model wrapped in an API in a managed endpoint.
At the end of this workshop you have gone through the complete life-cycle of a model, from data to deployment using the Azure Machine Learning platform.

== Workshop 4 ==
The Azure Function that can see
Who could have imagined a few years ago that you would be able to create an Azure Function that can tell you what is in your images? The good news, this is now possible with only a few lines of code and some sample images.
In this workshop you are going to train an ONNX classification Model with the Custom Vision service that will run in an Azure Function. The language of choice is Python and you will use Visual Studio Code as the editor and the Azure CLI to manage and create your Azure Resources.
At the end of the workshop, you have a serverless API that can classify images and will have learned about how to use the Azure Custom Vision Python SDK to train an ONNX model.
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Agenda
13:00 - 13:20 Introduction and Global AI key note
13:20 - 13:45 Setup and installations
13:45 - 16:55 Workshops
16:55 - 17:00 Closing remarks
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GitHub repo:
https://github.com/pyladiesams/global-ai-bootcamp-beginner-jan2022

We are streaming live on YouTube channel via this link:
https://youtu.be/eSR6G398emg

Any questions --> [masked]