Update app.py

app.py

@@ -52,6 +52,43 @@ st.sidebar.write("---")
 st.sidebar.markdown("Yiqiao Yin: [Site](https://www.y-yin.io/) | [LinkedIn](https://www.linkedin.com/in/yiqiaoyin/)")
 
 
+with st.expander("More Detailed Tutorials"):
+    st.sidebar.markdown(
+        r"""
+        # Beginner's Guide to DS, ML, and AI Playlist
+        
+        This playlist has many interesting content. Most importantly, we released coaching materials that consists of a 3-part video series that guides you through the fascinating world of Data Science, Machine Learning, and Artificial Intelligence.
+        
+        ## Video Series Overview
+        
+        ### Video 1: Process Your Own PDF Doc into LLM Finetune-Ready Format
+        
+        Learn how to transform PDF documents into AI model fine-tuning ready formats. This video will take you through the steps to make your PDF data AI-ready.
+        
+        - [Watch Video](https://youtu.be/hr2kSC1evQM)
+        - [Tutorial Notebook](https://github.com/yiqiao-yin/WYNAssociates/blob/main/docs/ref-deeplearning/ex24f%20-%20process%20custom%20data%20from%20pdf%20and%20push%20to%20huggingface%20to%20prep%20for%20fine%20tune%20task%20of%20llama%202%20using%20lora.ipynb)
+        
+        ### Video 2: Fine-tune Llama2-7b LLM Using Custom Data
+        
+        Dive into customizing the Llama-2 model with your unique dataset. This installment turns your data into a bespoke AI model.
+        
+        - [Watch Video](https://youtu.be/tDkY2gpvylE)
+        - [Guide to Fine-Tuning](https://github.com/yiqiao-yin/WYNAssociates/blob/main/docs/ref-deeplearning/ex24f%20-%20fine%20tune%20Llama%202%20using%20ysa%20data%20in%20colab.ipynb)
+        
+        ### Video 3: Deploy Inference Endpoint on HuggingFace!
+        
+        Discover how to make your AI model accessible to the world by deploying it on HuggingFace. This video turns your project into a global phenomenon.
+        
+        - [Watch Video](https://youtu.be/382yy-mCeCA)
+        - [Deployment Guide](https://github.com/yiqiao-yin/WYNAssociates/blob/main/docs/ref-deeplearning/ex24f%20-%20inference%20endpoint%20interaction%20from%20huggingface.ipynb)
+        - [HuggingFace Space](https://huggingface.co/spaces/eagle0504/streamlit-demo)
+        
+        Join us on this journey to transform static data into dynamic AI models, from data preparation and model fine-tuning to global deployment.
+        
+        """
+    )
+
+
 # Reset everything
 if clear_button:
     st.session_state.messages = []