March 2018 release. The content and code on this repo is intended for computer science instruction as a collaboration with Microsoft developer advocates and Faculty / Students under MIT license. Please check back regularly for updated versions. Source: https://github.com/MSFTImagine/computerscience.
This repo provides technical resources for faculty, students, and Microsoft developer advocates for use in computer science learning. The modules cover common cross-platform scenarios including mobile app dev, web dev, internet of things, data science, machine learning, and devops. We offer hands-on labs that can be used in the classroom or as workshop content, as well as other educator content including tech talks, coding challenges, and event-in-a-box workshops.
Most of our learning content focuses on how to deploy cross-platform technologies on Microsoft Azure although the concepts can be applied across many cloud platform solutions.
Students can get free Azure credits to explore these resources in the classroom or on their own here:
- Azure For Students ($100 in Azure - no credit card required)
- Azure For Students Starter (use free Azure products with no credit card)
- Azure Free Account
Your feedback is appreciated - please fork this repo and contribute!
If you want to report any issues we need to fix. Please log an issue. Include the content section, module number and title, along with any error messages and screenshots.
| Workshop | Hands-on exercises using cross-platform technologies with Microsoft Azure. |
| Scripts (preview) | Scripts and templates to help set up your classroom environment. |
| Azure Guides | Discover what Azure technologies apply to different teaching areas. |
| Event in a Box | A pre-packaged event to help students explore machine learning. |
| Complimentary Course Content | Learning modules to complement existing course instruction. Includes presentations, speaker notes, and hands-on labs. |
| Tech Talks | Presentations on emerging or innovative tech topics with speakers notes and demos. |
| Technical Community Content | Workshops from the community team. |
| Bots workshop | Bots and LUIS workshop from Singapore team. |
| Cognitive Tookit | Resources to set up Cognitive Toolkit using notebooks from product team. After installing tutorials will be in c:\repos\bindings\python\tutorials. |
| Research case studies | Case studies of faculty using Azure for Research collected by Microsoft Research. Submit your own Azure research stories here too! |
| Microsoft Research Data Sets | Data sets shared by Microsoft Research for academic use. |
| Machine Learning Data Sets | Data sets shared by Azure Machine Learning team to help explore machine learning. |
| MS MARCO | Microsoft MAchine Reading COmprehension Dataset generated from real Bing user queries and search results. |