Skip to content

A library of workshops written by and for Microsoft Learn Student Ambassadors and Cloud Advocates and their local communities

License

Notifications You must be signed in to change notification settings

AftabAhmedAbro/workshop-library

 
 

Repository files navigation

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.

CodeQL

Prepared Workshops

🏎 indicates short workshops

1️⃣, 2️⃣, 3️⃣ indicate beginner, intermediate, and advanced level workshops

AI/ML Workshops | Data Workshops | Web/App Development Workshops

AI/ML Workshops

Level Workshop Title Author(s) Duration What you will learn Train-the-Trainer Video Technologies taught, paired Microsoft Learn modules
2️⃣ 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 🎥 Python, Visual Studio Code, Git, Object detection with Custom Vision, Creating custom models with TensorFlow
2️⃣ 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, Build an AI web app by using Python and Flask
2️⃣ 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 Keras, Python, Jupyter, Introduction to NLP with TensorFlow
3️⃣ Deep Learning for Computer Vision Dmitry Soshnikov 1-1.5 hours How to use neural networks to classify images of different breeds of cats and dogs 🎥 Python, Introduction to Computer Vision with PyTorch, Introduction to Computer Vision with TensorFlow

Data Workshops

Level Workshop Title Author(s) Duration What you will learn Train-the-Trainer Video Technologies taught, paired Microsoft Learn modules
1️⃣ Intro to Jupyter Notebooks Jen Looper 🏎 20 minutes How to build and run Jupyter Notebooks in VS Code 🎥 VS Code, the Python VS Code extension, Get started with Jupyter notebooks for Python
2️⃣ 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. 🎥 VS Code, the Python VS Code extension, Manipulate and clean data in Python
2️⃣ 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. Read and write data in Azure Databricks
2️⃣ 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 🎥 Python, Pandas, Azure Cognitive Services

Web Development / App Development Workshops

Level Workshop Title Author(s) Duration What you will learn Train-the-Trainer Video Technologies taught, paired Microsoft Learn modules
1️⃣ Intro to GitHub using GitHub.dev Jen Looper 🏎 15 minutes Perform common source control tasks in the browser using GitHub.dev 🎥 GitHub basics, Introduction to GitHub
1️⃣ Explore the art world by using RESTful APIs Jen Looper 🏎 20 minutes How to query APIs using various authentication strategies 🎥 RESTful APIs
1️⃣ Intro to Static Web Apps Chris Noring 🏎 20 minutes How to build and deploy a static web app 🎥 JavaScript, VS Code, the Static Web App VS Code extension, Azure Static Web Apps
1️⃣ 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, Web development
1️⃣ 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, Canvas apps
1️⃣ 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. Git, Use a Docker container as a development environment with Visual Studio Code
2️⃣ Get Started with React Christopher Harrison 1 hour Learn how to create React components, add style, and use JSX. 🎥 VS Code, Node, Git, Getting started with React
2️⃣ 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, Create serverless logic with Azure Functions
2️⃣ Get Started with Django Christopher Harrison 1-1.5 hours Build a web app with Django Python, Get started with Django

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

About

A library of workshops written by and for Microsoft Learn Student Ambassadors and Cloud Advocates and their local communities

Resources

License

Code of conduct

Security policy

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Jupyter Notebook 100.0%