Update README.md

README.md

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 For a gentle introduction to *AI in the Cloud* topics you may consider taking the [Get started with artificial intelligence on Azure](https://docs.microsoft.com/learn/paths/get-started-with-artificial-intelligence-on-azure/?WT.mc_id=academic-77998-cacaste) Learning Path.
 
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+## Announcement - New Curriculum on Generative AI was just released!
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+We just released a 12 lesson curriculum on generative AI. Come learn things like:
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+- prompting and prompt engineering
+- text and image app generation
+- search apps
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+As usual, there's a lesson, assignments to complete, knowledge checks and challenges.
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+Check it out:
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+> https://github.com/microsoft/generative-ai-for-beginners
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 # Content