Update pages/Life_cycle_of_ML.py

pages/Life_cycle_of_ML.py

@@ -1,16 +1,17 @@
 import streamlit as st
 
-# Add custom CSS for background image
+# Function to display lifecycle descriptions
+def display_lifecycle_stage(stage_name, description):
+    st.subheader(stage_name)
+    st.write(description)
+
+# Title
+st.title("Enhanced Machine Learning Life Cycle")
+
+# Markdown Diagram with Shapes and Colors
 st.markdown(
     """
     <style>
-    body {
-        background-image: url('https://www.istockphoto.com/photo/quantum-computing-with-of-device-screen-gm2155253966-576078683?utm_source=pixabay&utm_medium=affiliate&utm_campaign=SRP_photo_sponsored&utm_content=https%3A%2F%2Fpixabay.com%2Fphotos%2Fsearch%2Fbackground%2520datascience%2F&utm_term=background+datascience'); 
-        background-size: cover;
-        background-position: center;
-        background-attachment: fixed;
-        color: #FFFFFF;
-    }
     .shape-box { 
         background-color: rgba(255, 221, 193, 0.8); 
         padding: 10px; 
@@ -33,21 +34,7 @@ st.markdown(
         margin-bottom: 10px;
     }
     </style>
-    """,
-    unsafe_allow_html=True,
-)
-
-# Function to display lifecycle descriptions
-def display_lifecycle_stage(stage_name, description):
-    st.subheader(stage_name)
-    st.write(description)
 
-# Title
-st.title("Enhanced Machine Learning Life Cycle")
-
-# Markdown Diagram with Shapes and Colors
-st.markdown(
-    """
     <div class="shape-box">Problem Statement</div>
     <div class="shape-circle">Data Collection</div>
     <div class="shape-box">Simple EDA</div>