Update app.py

app.py

@@ -59,6 +59,26 @@ with st.sidebar.expander("Types of Machine Learning"):
     - [Unsupervised Learning](#Unsupervised-Learning)
     - [Reinforcement Learning](#Reinforcement-Learning)
     """)
+# Sidebar for Popular Machine Learning Algorithms
+st.sidebar.header("Popular Machine Learning Algorithms")
+
+with st.sidebar.expander("Linear Regression"):
+    st.write("A simple algorithm used for predicting continuous values.")
+
+with st.sidebar.expander("Logistic Regression"):
+    st.write("Used for binary classification problems.")
+
+with st.sidebar.expander("Decision Trees"):
+    st.write("A tree-like model used for both classification and regression tasks.")
+
+with st.sidebar.expander("K-Nearest Neighbors (KNN)"):
+    st.write("A non-parametric method used for classification and regression.")
+
+with st.sidebar.expander("Support Vector Machines (SVM)"):
+    st.write("A powerful classifier that works well for high-dimensional spaces.")
+
+with st.sidebar.expander("Neural Networks"):
+    st.write("A set of algorithms, modeled after the human brain, that are used for complex tasks like image and speech recognition.")
 st.sidebar.markdown("""    
 - [Popular ML Algorithms](#Popular-Machine-Learning-Algorithms)
 - [Applications](#Applications-of-Machine-Learning)