https://github.com/jernejk/aihackday2022
Content for AI Hack Day 2022
https://github.com/jernejk/aihackday2022
cognitive-services hack-day machine-learning microsoft mlnet nlp-machine-learning powerbi workshop workshop-resources
Last synced: 9 months ago
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Content for AI Hack Day 2022
- Host: GitHub
- URL: https://github.com/jernejk/aihackday2022
- Owner: jernejk
- License: mit
- Created: 2022-07-09T01:55:29.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2022-09-17T23:48:55.000Z (almost 4 years ago)
- Last Synced: 2025-05-21T17:11:43.723Z (about 1 year ago)
- Topics: cognitive-services, hack-day, machine-learning, microsoft, mlnet, nlp-machine-learning, powerbi, workshop, workshop-resources
- Language: C#
- Homepage:
- Size: 30.6 MB
- Stars: 2
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# AI Hack Day 2022
Here is the repository of resources, presentations, demos and links for AI Hack Day.
* [AI Hack Day 2022 - Melbourne](https://github.com/jernejk/aihackday2022/tree/main/Melbourne)
* [AI Hack Day 2022 - Sydney](https://github.com/jernejk/aihackday2022/tree/main/Sydney)
Event details: https://aihackday.com/
Next event:
* [AI Hack Day 2022 - Brisbane](https://aihackday.com/brisbane/)
# AI Hack Day 2022 - Sydney
Presentations: https://github.com/jernejk/aihackday2022/tree/main/Sydney/Presentations
## Getting Started with Cognitive Services
How to get started with Cognitive Services, many examples of Cognitives Services and how to use them.
### References:
- [Azure Cognitive Services](https://azure.microsoft.com/en-au/services/cognitive-services/)
- [AI demos by JK](https://github.com/jernejk?tab=repositories)
- [JK's blog - jkdev.me](https://jkdev.me/tag/ai/)
- [Cognitive Studio - Open Source tool to play around with Cognitive Services](https://cognitivestudio.dev/)
- [Power Automate](https://australia.flow.microsoft.com/en-us/)
- [AI Builder in Power Apps](https://docs.microsoft.com/en-us/powerapps/use-ai-builder)
- [AI Builder in Power Automate](https://docs.microsoft.com/en-us/ai-builder/use-in-flow-overview)
- [AI School](https://www.microsoft.com/en-us/ai/ai-school)
## AI/ML in Power Bi
An overview on AI/ML within Power BI and on how to leverage its capabilities.
### References
- [Power Bi](https://powerbi.microsoft.com/)
## Boost your Customer Service with Opinion Mining
Good service acts as a catalyst for your customers and helps you get new customers, absolutely (or almost) free of charge. These customers express their opinions about range of things, every day. As this unstructured, raw data grows, it gets more difficult to analyse hence, to tackle these issues, a natural language processing technique (NLP) comes into play which is called Opinion Mining.
### References
🧑💻 CognitiveRocket repo - https://github.com/arafattehsin/CognitiveRocket
📪 Blog Post - https://www.arafattehsin.com/customer-service-with-opinion-mining/
📊 Sentiment Analysis and Opining Mining - https://docs.microsoft.com/en-us/azure/cognitive-services/language-service/sentiment-opinion-mining/overview
🧑💻 Samples - https://docs.microsoft.com/en-us/samples/azure/azure-sdk-for-net/azure-text-analytics-client-sdk-samples/
## MS Learn
Microsoft Learn is a free online learning platform that helps you learn about the latest technologies and tools.
### References
- [Microsoft Learn](https://learn.microsoft.com/en-us/training/)
- [Microsoft Virtual Training](https://events.microsoft.com/en-us/allevents/?language=English&clientTimeZone=1)
## Presenters
- Arafat Tehsin - [Twitter](https://twitter.com/arafattehsin)
- Somy Ayazi - [Twitter](https://twitter.com/SomyAyazi)
- Jernej Kavka (JK) - [Twitter](https://twitter.com/jernej_kavka)
## Additional community contributions
- [Global AI Podcast](https://globalai.live/ai-the-podcast/)
- [APAC AI Community](https://www.meetup.com/apac-ai-community/)
- [Cognitive Studio](https://cognitivestudio.dev/) (open source exploration tool for Cognitive Services)