Update pages/Problem Statement.py

pages/Problem Statement.py

@@ -0,0 +1,19 @@
+import streamlit as st
+import numpy as np 
+import pandas as pd
+
+st.write("""
+    **A problem statement in machine learning defines the specific issue you want to solve using data and machine learning techniques. It should clearly explain:**
+    - What the problem is
+    - Why solving it is important
+    - What data is available
+    - What the expected outcome will look like
+    """)
+    st.write("""
+    **Examples of ML Problem Statements:**
+    - **Predicting House Prices:**
+    - Problem: We want to predict the price of houses based on features like size, location, number of bedrooms, etc.
+    - Why: This helps buyers make informed decisions and real estate agents price houses correctly.
+    - Data: Historical data about house prices and their features.
+    - Expected Outcome: A model that predicts the price of a house given its features.
+    """)