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@@ -101,7 +101,7 @@ Please checkout our [Documentations](https://llama-stack.readthedocs.io/en/lates
 * [Getting Started](https://llama-stack.readthedocs.io/en/latest/getting_started/index.html)
     * Quick guide to start a Llama Stack server.
     * [Jupyter notebook](./docs/getting_started.ipynb) to walk-through how to use simple text and vision inference llama_stack_client APIs
-    * The complete Llama Stack lesson [Colab notebook](https://colab.research.google.com/drive/1dtVmxotBsI4cGZQNsJRYPrLiDeT0Wnwt) of the new Llama 3.2 course on Deeplearing.ai.
+    * The complete Llama Stack lesson [Colab notebook](https://colab.research.google.com/drive/1dtVmxotBsI4cGZQNsJRYPrLiDeT0Wnwt) of the new [Llama 3.2 course on Deeplearning.ai](https://learn.deeplearning.ai/courses/introducing-multimodal-llama-3-2/lesson/8/llama-stack).
 * [Contributing](CONTRIBUTING.md)
     * [Adding a new API Provider](https://llama-stack.readthedocs.io/en/latest/api_providers/new_api_provider.html) to walk-through how to add a new API provider.