Update pages/Data Collection.py

pages/Data Collection.py

@@ -1,11 +1,23 @@
 import streamlit as st
+from streamlit_extras.switch_page_button import switch_page  # For navigation back
 
 # Page configuration
-st.set_page_config(page_title="Data Collection", page_icon="📊", layout="wide")
+st.set_page_config(
+    page_title="Data Collection",
+    page_icon="📊",
+    layout="wide"
+)
 
+# Render the Data Collection content
 st.title("Data Collection")
 st.write("""
-This page explains the data collection process for your ML project.
-- Step 1: Identify data sources.
-- Step 2: Gather and integrate data from APIs, databases, or files.
+### Overview:
+- Collect data from reliable sources.
+- Ensure data is clean, relevant, and sufficient for the problem at hand.
+- Handle missing or inconsistent values and store data efficiently.
 """)
+
+# Add a button to navigate back to the Life Cycle page
+if st.button("Back to Life Cycle"):
+    switch_page("life_cycle_of_ml")
+