diff --git a/README.md b/README.md
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+++ b/README.md
@@ -82,8 +82,8 @@ Do you have suggestions or found spelling or code errors? [Raise an issue](https
 | 16  | [Open Source Models and Hugging Face](./16-open-source-models/README.md?WT.mc_id=academic-105485-koreyst)                                    | **Build:** An application using open source models available on Hugging Face                    | [Video](https://aka.ms/gen-ai-lesson16-gh?WT.mc_id=academic-105485-koreyst) | [Learn More](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
 | 17  | [AI Agents](./17-ai-agents/README.md?WT.mc_id=academic-105485-koreyst)                                                                       | **Build:** An application using an AI Agent Framework                                           | [Video](https://aka.ms/gen-ai-lesson17-gh?WT.mc_id=academic-105485-koreyst) | [Learn More](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
 | 18  | [Fine-Tuning LLMs](./18-fine-tuning/README.md?WT.mc_id=academic-105485-koreyst)                                                              | **Learn:** The what, why and how of fine-tuning LLMs                                            | [Video](https://aka.ms/gen-ai-lesson18-gh?WT.mc_id=academic-105485-koreyst) | [Learn More](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
-| 18  | [Building with SLMs](./19-slm/README.md?WT.mc_id=academic-105485-koreyst)                                                              | **Learn:** The benefits of building with Small Language Models                                            | Video Coming Soon | [Learn More](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
-| 18  | [Building with Mistral Models](./20-mistral/README.md?WT.mc_id=academic-105485-koreyst)                                                              | **Learn:** The features and differences of the Mistral Family Models                                           | Video Coming Soon | [Learn More](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
+| 19  | [Building with SLMs](./19-slm/README.md?WT.mc_id=academic-105485-koreyst)                                                              | **Learn:** The benefits of building with Small Language Models                                            | Video Coming Soon | [Learn More](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
+| 20  | [Building with Mistral Models](./20-mistral/README.md?WT.mc_id=academic-105485-koreyst)                                                              | **Learn:** The features and differences of the Mistral Family Models                                           | Video Coming Soon | [Learn More](https://aka.ms/genai-collection?WT.mc_id=academic-105485-koreyst) |
 
 ### 🌟 Special thanks