diff --git a/docs/wksp/04-Semantic-Kernel-Basics/index.md b/docs/wksp/04-Semantic-Kernel-Basics/index.md
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--- a/docs/wksp/04-Semantic-Kernel-Basics/index.md
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 # Introduction to Semantic Kernel (SK)
 
-We will start with a comprehensive presentation to familiarize participants with the fundamentals of SK and goals-first AI. 
+We will start with a comprehensive presentation to familiarize participants with the fundamentals of SK and goals-first AI.
 
 ## Hands-on notebooks and examples
 
 We will explore the following notebooks and examples to get familiar with SK and its capabilities:
 
-[.NET](https://github.com/microsoft/semantic-kernel/tree/main/samples/notebooks/dotnet){ .md-button }
-[Python](https://github.com/microsoft/semantic-kernel/tree/main/samples/notebooks/python){ .md-button }
-[Java](https://github.com/microsoft/semantic-kernel/tree/experimental-java/java/samples/sample-code/src/main/java/com/microsoft/semantickernel/syntaxexamples){ .md-button }
+[.NET](https://github.com/microsoft/semantic-kernel/tree/main/dotnet/notebooks){ .md-button }
+[Python](https://github.com/microsoft/semantic-kernel/tree/main/python/notebooks){ .md-button }
+[Java](https://github.com/microsoft/semantic-kernel/tree/java-development/java/samples){ .md-button }
 
-[Sign up for updates](https://forms.office.com/r/rLds2s8RH1){ :target="_blank" .md-button .md-button--primary }
\ No newline at end of file
+[Sign up for updates](https://forms.office.com/r/rLds2s8RH1){ :target="_blank" .md-button .md-button--primary }