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Workshop Instructional Materials

Welcome to the Next Generation's Team Workshop Library, built by Cloud Advocates in partnership with Microsoft Student Ambassadors. In this repo, you'll find grab-and-go resources to help you host your own workshop.

Prepared workshops

* 🏎 indicates short workshops

Workshop Title Author(s) Duration What you will learn Video Technologies
Build a Machine Learning Model using Custom Vision Christopher Harrison 1 hour Use images to train a model to be able to perform inference to classify images 🎥 Azure Custom Vision, Python, Visual Studio Code, Git
COVID Paper Exploration Workshop Dmitry Soshnikov 1-1.5 hours How to use Azure Text Analytics Cognitive Service, How to process tabular data in Python using Pandas and visualize them using different visualization techniques 🎥 Azure Cognitive Services, Python, Pandas
Build a Website to Showcase your Resume Ornella Altunyan 1 hour Basics of HTML and CSS to showcase your skills in an online resume 🎥 HTML, CSS, GitHub Pages
Build an App without Using any Code with Microsoft Power Platform Haimantika Mitra 1 hour Build a no-code App using Power Platform Power Apps, Power Platform
Build an AI web app by using Python and Flask Christopher Harrison 1 hour How to use Azure Cognitive Services for text translation in a web app build with Python using Flask as a framework 🎥 Azure Cognitive Services, Python, Flask
Use TensorFlow and Keras for Natural Language Processing Alfredo Deza 1 hour How to process text to generate new text using TensorFlow and Keras running in Jupyter Notebooks NLP, TensorFlow, Keras, Python, Jupyter
Getting Started with Development Containers in VS Code Ornella Altunyan 1 hour How to leverage development containers in Visual Studio Code to collaborate across machines and development environments. VS Code, Docker, Git
Get Started with React Christopher Harrison 1 hour Learn how to create React components, add style, and use JSX. 🎥 VS Code, Node, Git
Read and Write Data using Azure DataBricks Alfredo Deza 1 hour Read and write data to an Azure Databricks cluster using notebooks and ready-to-use datasets. Azure Subscription
Clean and Prepare Data using Python Ornella Altunyan 1 hour Use Python and popular libraries like NumPy and pandas to manipulate and clean data to prepare it for analysis. Python, VS Code, and the Python VS Code extension
Create Serverless Logic with Azure Functions Ornella Altunyan 45 mins How to identify if an Azure function is right for your development needs, and how to create and use functions from the Azure portal JavaScript or PowerShell
🏎 Explore the art world by using RESTful APIs Jen Looper 20 minutes How to query APIs using various authentication strategies A modern browser
🏎 Intro to Jupyter Notebooks Jen Looper 20 minutes How to build and run Jupyter Notebooks in VS Code Python, VS Code, and the Python VS Code extension
🏎 Intro to Static Web Apps Chris Noring 20 minutes How to build and deploy a static web app JavaScript, VS Code, and the Static Web App VS Code extension
🏎 Intro to GitHub using GitHub.dev Jen Looper 15 minutes Perform common source control tasks in the browser using GitHub.dev a modern browser, GitHub account

Resources on how to teach and mentor effectively

Use the Cheat Sheet to organize your workshop delivery

Slides on how to mentor from Front-End Foxes School

LinkedIn Learning Course on how to develop curriculum

LinkedIn Learning Course on how to present technical topics with stories

These workshops were created using our template