README.md added

README.md

@@ -1,11 +1,80 @@
+
+📚 SUMMARY TABLE 📚
+   =================
+
+
+|  | Project's Name | Article Link    | Deployment Link  |
+|:--:|:--------------:|:--------------:|:--------------:|
+| 1 |  -Embedding a Machine Learning Model into a Web Application             | https://www.linkedin.com/posts/kehinde-afolabi-9b0632271_sepsis-prediction-app-using-fastapi-activity-7099526392429645824-KaEk?utm_source=share&utm_medium=member_android  | https://huggingface.co/spaces/Kennymaur/FastAPI-Sepsis-Prediction-App |
+
+# Sepsis Prediction APP using FASTAPI ✨
+
+📚 **Description**
+=================
+
+The project’s aim is to incorporate a proficiently trained machine learning model into our Sepsis Prediction Application. This will be achieved through the utilization of FastAPI and Docker documentation to seamlessly integrate the model.
+
+📖 **Table of Contents**
+=================
+- Installation
+- Usage
+- Acknowledgement
+- contact
+- Authors
+
+🔧 **Installation**
+-----------------
+To get started , follow these installation steps:
+```bash
+# setup the environment on windows by running the following code.
+python -m venv venv; venv\Scripts\activate; python -m pip install -q --upgrade pip; python -m pip install -r requirements.txt  
+
+#On Linux
+python3 -m venv venv; source venv/bin/activate; python -m pip install -q --upgrade pip; python -m pip install -r requirements.txt 
+
+```
+The Two commands are of the same structure
+1.Activate the python environment
+2.Upgrade pip to it current version
+3.install the requirements located in requirements.txt: You should be at the root of your env
+
+
+
+
+🚀 **Usage**
+-----------------
 ---
-title: FastAPI Sepsis Prediction App
-emoji: 🦀
-colorFrom: gray
+title: Sepsis Prediction APP 
+emoji: 🐠
+colorFrom: pink
 colorTo: blue
 sdk: docker
 pinned: false
-license: mit
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+
+✨ **Acknowledgments**
+=================
+
+I would like to express my gratitude to The Azubi Africa team for their valuable contributions to this project.
+
+📞 **Contact**
+=================
+
+For any questions, concerns, or suggestions regarding  this project, please contact me at [email protected].
+
+
+
+👥 **Author**
+=================
+
+This project is developed and maintained by:
+AFOLABI Kehinde
+
+
+
+
+
+