Update pages/3Life Cycle of Machine Learning Project.py

pages/3Life Cycle of Machine Learning Project.py

@@ -25,20 +25,20 @@ st.markdown("""
     .description {
         text-align: center;
         font-size: 18px;
-        margin-bottom: 30px;
+        margin-bottom: 40px;
         color: #333333;
     }
     .circle-container {
         display: flex;
         justify-content: center;
         align-items: center;
-        margin-top: 50px;
+        margin-top: 20px;
         position: relative;
     }
     .circle {
         position: relative;
-        width: 1100px;
-        height: 1100px;
+        width: 900px;
+        height: 900px;
         border-radius: 50%;
         display: flex;
         justify-content: center;
@@ -91,12 +91,7 @@ st.markdown(
     """
     <div class="description">
     - In this page, I will take you through the 10 crucial steps involved in the life cycle of a Machine Learning project.<br>
-    - These steps outline the entire process:
-        - Starting from defining the problem and collecting data.<br>
-        - Building, deploying, and monitoring the model.<br>
-    - Each step plays a significant role in ensuring the success of the project:
-        - Addressing technical and practical challenges along the way.<br>
-    - By following these steps, you can create a robust and efficient ML solution.
+    - Each step plays a significant role in ensuring the success of the project
     </div>
     """,
     unsafe_allow_html=True,
@@ -108,16 +103,16 @@ st.markdown(
     <div class="circle-container">
         <div class="circle">
             <div class="steps">
-                <a href="/problem_statement" target="_self" class="step" id="step1">1. Problem Statement</a>
-                <a href="/data_collection" target="_self" class="step" id="step2">2. Data Collection</a>
-                <a href="/simple_eda" target="_self" class="step" id="step3">3. Simple EDA</a>
-                <a href="/data_preprocessing" target="_self" class="step" id="step4">4. Data Preprocessing</a>
-                <a href="/eda" target="_self" class="step" id="step5">5. EDA</a>
-                <a href="/feature_engineering" target="_self" class="step" id="step6">6. Feature Engineering</a>
-                <a href="/model_training" target="_self" class="step" id="step7">7. Model Training</a>
-                <a href="/model_testing" target="_self" class="step" id="step8">8. Model Testing</a>
-                <a href="/model_deployment" target="_self" class="step" id="step9">9. Model Deployment</a>
-                <a href="/monitoring" target="_self" class="step" id="step10">10. Monitoring</a>
+                <a href="/problem_statement" target="_self" class="step" id="step9">1. Problem Statement</a>
+                <a href="/data_collection" target="_self" class="step" id="step10">2. Data Collection</a>
+                <a href="/simple_eda" target="_self" class="step" id="step1">3. Simple EDA</a>
+                <a href="/data_preprocessing" target="_self" class="step" id="step2">4. Data Preprocessing</a>
+                <a href="/eda" target="_self" class="step" id="step3">5. EDA</a>
+                <a href="/feature_engineering" target="_self" class="step" id="step4">6. Feature Engineering</a>
+                <a href="/model_training" target="_self" class="step" id="step5">7. Model Training</a>
+                <a href="/model_testing" target="_self" class="step" id="step6">8. Model Testing</a>
+                <a href="/model_deployment" target="_self" class="step" id="step7">9. Model Deployment</a>
+                <a href="/monitoring" target="_self" class="step" id="step8">10. Monitoring</a>
             </div>
         </div>
     </div>