Update README.md

README.md

@@ -1,18 +1,22 @@
 ---
 title: Stock Predictions
-emoji: 🐢
-colorFrom: yellow
-colorTo: yellow
+emoji: 📈
+colorFrom: red
+colorTo: purple
 sdk: gradio
-sdk_version: 5.33.0
+sdk_version: 5.33.1
 app_file: app.py
-pinned: false
+pinned: true
 license: mit
 short_description: Use Amazon Chronos To Predict Stock Prices
 tags:
-  - mcp-server-track
+- mcp-server-track
 ---
 
+
+youtube : https://youtu.be/pfEEMukXVjw
+
+
 # Stock Analysis and Prediction Demo
 
 A comprehensive stock analysis and prediction tool built with Gradio, featuring multiple prediction strategies and technical analysis indicators. The application is particularly suited for structured financial product creation and analysis.
@@ -232,4 +236,4 @@ A bank needs to create a structured product that offers an 8% yield over 6 month
 - Clear communication of product risks to clients
 - Proper documentation of all assumptions and methodologies
 
-This example demonstrates how the application can be used to create profitable structured products while managing risk effectively. The bank can use this framework to create similar products with different underlying assets, terms, and yield targets.
+This example demonstrates how the application can be used to create profitable structured products while managing risk effectively. The bank can use this framework to create similar products with different underlying assets, terms, and yield targets.