Update pages/3_Life Cycle Of ML Project.py

pages/3_Life Cycle Of ML Project.py

@@ -38,13 +38,25 @@ elif st.session_state.page == "data_collection":
     st.title("Data Collection")
     st.markdown("### Data Collection\nThis page discusses the process of Data Collection.")
     st.markdown("Types of Data: Structured, Unstructured, Semi-Structured")
-   if st.button(":blue[🌟 Structured Data]"):
-        st.markdown("### Structured Data\nIdentify the problem you want to solve and set clear objectives and success criteria.")
-   if st.button(":blue[🌟 Unstructured Data]"):
-        st.markdown("### Unstructured Data\nIdentify the problem you want to solve and set clear objectives and success criteria.")
-   if st.button(":blue[🌟 Semi-Structured]"):
-        st.markdown("### Semi-Structured Data\nIdentify the problem you want to solve and set clear objectives and success criteria.")
+    
+    # Button for Structured Data
+    if st.button(":blue[🌟 Structured Data]"):
+        st.markdown("### Structured Data\nStructured data is highly organized and typically stored in tables like spreadsheets or databases. It is easy to search and analyze.")
+        st.markdown("Examples: Excel files, CSV files")
+        # Add specific content related to Structured Data (e.g., file handling, processing, etc.)
+    
+    # Button for Unstructured Data
+    if st.button(":blue[🌟 Unstructured Data]"):
+        st.markdown("### Unstructured Data\nUnstructured data does not have a predefined format and is often text-heavy, like emails, videos, or social media posts.")
+        st.markdown("Examples: Text files, images, video files")
+        # Add specific content related to Unstructured Data (e.g., natural language processing, handling images, etc.)
+    
+    # Button for Semi-Structured Data
+    if st.button(":blue[🌟 Semi-Structured Data]"):
+        st.markdown("### Semi-Structured Data\nSemi-structured data does not conform to a rigid structure but still has some organizational properties, often in the form of tags or markers.")
+        st.markdown("Examples: JSON, XML files")
+        # Add specific content related to Semi-Structured Data (e.g., parsing JSON, XML handling, etc.)
     
     # Button to go back to home page
-if st.button("Back to Home"):
-    st.session_state.page = "home"  # Go back to the home page
+    if st.button("Back to Home"):
+        st.session_state.page = "home"  # Go back to the home page