First published on MSDN on Apr 05, 2018
Free technical resources for faculty, students, and Microsoft developer advocates for use in computer science learning forums. at
Azure Educator Services GitHub Repo
This repo provides technical resources to help students and faculty learn about Azure and teach others. The content covers cross-platform scenarios in AI and machine learning, data science, web development, mobile app dev, internet of things, and DevOps.
Students can get free Azure credits to explore these resources here:
Your feedback is appreciated - please fork this repo and contribute!
To report any issues, please log a GitHub issue . Include the content section, module number and title, along with any error messages and screenshots.
March Update
1.Added new super simple Azure web apps lab (students should be able to get through it in 30min or less, and it integrates/introduces GitHub! Perfect on boarding for total beginners or as a short ramp-up before a hackathon, etc.)
2.Added new Azure Video Indexer lab
3.Totally revamped Azure Bot Service lab
4.Updates to text on home page to highlight Azure for Students offer as well as other small tweaks.
5.Restructured content to highlight labs, and separate content into Labs, Educator content, and Events content
6.Added descriptions to all labs, making it easier for users to find what they’re interested in learning/teaching ( example )
7.Added approximate pricing ($, $$, $$$) to all labs, so users know about how much they’ll spend in Azure while going through the lab ( example )
8.Updates to existing labs to keep up-to-date with Azure product changes
9.Cleaned up issues backlog
10.Cleaned up pull request backlog
11.Added new short url http://aka.ms/azurestudentlabs short link to make it easy to get to our repo
Changes Planned for April
1.New Blockchain lab!
2.New Tensor Flow lab!
3.More updates to existing labs to stay up-to-date (as always).
New labs NOW Available
• Azure Web Apps + GitHub
• Azure Video Indexer
• Azure Bot Service
Understanding the cost of Azure and Cloud Services
•Each lab clearly indicates the $ cost of using Azure to all labs including scenario, technology, and cost ($, $$, $$$) further costs of azure can be assessed by using the Azure Pricing Calculator https://azure.microsoft.com/en-us/pricing/calculator/
Content Organisations at http://github.com/msftimagine/computerscience http://aka.ms/azurestudentlabs
Machine Learning/AI
• Azure Bot Service
• Azure Machine Learning
• Azure Notebooks
• Cognitive Toolkit
• Custom Vision Service (new!)
• LUIS
• Video Indexer
Web Development
• Azure Web Apps
• Azure Web Apps and GitHub (new!)
Deep Learning
• 200 - Machine Learning in Python
• 300 - Neural Networks with CNTK
• 400 - Image Classification with MMLSpark
• 400 - Stream Analytics and Machine Learning
Big Data & Analytics
• Azure Data Lake
• Hadoop on Azure HDInsight
• Spark on Azure HDInsight
• Microsoft Power BI
Internet of Things
• Azure Stream Analytics
Azure Services
• Azure Container Service
• Azure Functions
• Azure High-Performance Computing (HPC)
• Azure Storage
• Blockchain on Azure
• VM Scaling
Free technical resources for faculty, students, and Microsoft developer advocates for use in computer science learning forums. at
Azure Educator Services GitHub Repo
This repo provides technical resources to help students and faculty learn about Azure and teach others. The content covers cross-platform scenarios in AI and machine learning, data science, web development, mobile app dev, internet of things, and DevOps.
Students can get free Azure credits to explore these resources here:
- Azure For Students ($100 in Azure - no credit card required)
- Azure For Students Starter (use free Azure products with no credit card)
- Azure Free Account
Your feedback is appreciated - please fork this repo and contribute!
To report any issues, please log a GitHub issue . Include the content section, module number and title, along with any error messages and screenshots.
March Update
1.Added new super simple Azure web apps lab (students should be able to get through it in 30min or less, and it integrates/introduces GitHub! Perfect on boarding for total beginners or as a short ramp-up before a hackathon, etc.)
2.Added new Azure Video Indexer lab
3.Totally revamped Azure Bot Service lab
4.Updates to text on home page to highlight Azure for Students offer as well as other small tweaks.
5.Restructured content to highlight labs, and separate content into Labs, Educator content, and Events content
6.Added descriptions to all labs, making it easier for users to find what they’re interested in learning/teaching ( example )
7.Added approximate pricing ($, $$, $$$) to all labs, so users know about how much they’ll spend in Azure while going through the lab ( example )
8.Updates to existing labs to keep up-to-date with Azure product changes
9.Cleaned up issues backlog
10.Cleaned up pull request backlog
11.Added new short url http://aka.ms/azurestudentlabs short link to make it easy to get to our repo
Changes Planned for April
1.New Blockchain lab!
2.New Tensor Flow lab!
3.More updates to existing labs to stay up-to-date (as always).
New labs NOW Available
• Azure Web Apps + GitHub
• Azure Video Indexer
• Azure Bot Service
Understanding the cost of Azure and Cloud Services
•Each lab clearly indicates the $ cost of using Azure to all labs including scenario, technology, and cost ($, $$, $$$) further costs of azure can be assessed by using the Azure Pricing Calculator https://azure.microsoft.com/en-us/pricing/calculator/
Content Organisations at http://github.com/msftimagine/computerscience http://aka.ms/azurestudentlabs
Labs | AI/ML, Azure Services, Big Data, Deep Learning, IoT, Web Dev |
Events | Event-in-a-Box, Tech Talks, Azure U Tour (eventually) |
Educator content | Scripts, Azure Guides, Course Content |
Available Labs and Resources
Machine Learning/AI
• Azure Bot Service
• Azure Machine Learning
• Azure Notebooks
• Cognitive Toolkit
• Custom Vision Service (new!)
• LUIS
• Video Indexer
Web Development
• Azure Web Apps
• Azure Web Apps and GitHub (new!)
Deep Learning
• 200 - Machine Learning in Python
• 300 - Neural Networks with CNTK
• 400 - Image Classification with MMLSpark
• 400 - Stream Analytics and Machine Learning
Big Data & Analytics
• Azure Data Lake
• Hadoop on Azure HDInsight
• Spark on Azure HDInsight
• Microsoft Power BI
Internet of Things
• Azure Stream Analytics
Azure Services
• Azure Container Service
• Azure Functions
• Azure High-Performance Computing (HPC)
• Azure Storage
• Blockchain on Azure
• VM Scaling
Updated Mar 21, 2019
Version 2.0Lee_Stott
Microsoft
Joined September 25, 2018
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