Update pages/3_Life cycle of ML.py

pages/3_Life cycle of ML.py

@@ -2,14 +2,10 @@ import streamlit as st
 from PIL import Image
 
 def main():
-    # Set up the app title and layout
     st.set_page_config(page_title="ML Lifecycle", layout="wide")
 
-    # Header section with title and subtitle
-    st.title("🚀 Machine Learning Lifecycle: 10 Steps")
-    st.markdown("### A visually engaging journey through the ML lifecycle")
+    st.title("🚀 Machine Learning Lifecycle")
 
-    # Step descriptions and icons
     steps = [
         {"title": "1. Problem Definition", "description": "Objective of the project.", "icon": "🔍"},
         {"title": "2. Data Collection", "description": "Data is collected from various sources like APIs, databases, or web scraping atlast we've to go with manual collection.", "icon": "📊"},
@@ -23,18 +19,15 @@ def main():
         {"title": "10. Monitoring & Maintenance", "description": "Monitor the model and update as needed.", "icon": "📡"}
     ]
 
-    # Sidebar with navigation
     st.sidebar.title("Navigate the Lifecycle")
     selected_step = st.sidebar.radio("Steps", [step['title'] for step in steps])
 
-    # Display the selected step's details
     for step in steps:
         if step['title'] == selected_step:
             st.subheader(f"{step['icon']} {step['title']}")
             st.markdown(step['description'])
 
-    # Full timeline view
-    st.markdown("### Full Timeline")
+    st.markdown("###Steps")
     cols = st.columns(10)
 
     for idx, step in enumerate(steps):