Update pages/ML vs DL.py

pages/ML vs DL.py

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+import streamlit as st
+
+# Title
+st.title("Differences between Machine Learning (ML) and Deep Learning (DL)")
+
+# Create two vertical containers (columns)
+col1, col2 = st.columns(2)
+
+# Column 1: Machine Learning
+with col1:
+    st.header("Machine Learning (ML)")
+    st.write("- Broad field of AI that uses algorithms to learn from data.")
+    st.write("- Focuses on tasks like classification, regression, and clustering.")
+    st.write("- Techniques: Linear regression, decision trees, SVMs, etc.")
+    st.write("- Works well with structured data.")
+    st.write("- Requires more feature engineering compared to DL.")
+
+# Column 2: Deep Learning
+with col2:
+    st.header("Deep Learning (DL)")
+    st.write("- Subset of ML using neural networks to model complex patterns.")
+    st.write("- Excels at tasks like image recognition and natural language processing.")
+    st.write("- Techniques: CNNs, RNNs, Transformers, etc.")
+    st.write("- Suitable for unstructured data like images, text, and audio.")
+    st.write("- Learns features automatically, requiring less manual engineering.")
+