Update my_pages/rashomon_developer.py

my_pages/rashomon_developer.py

@@ -19,7 +19,7 @@ def render():
 
     #### Choosing regularization
     st.markdown("""
-        **Regularization:** Regularization is a technique commonly used to stop AL models from learning the noise or small quirks in the data that might not generalize. 
+        **Regularization:** Regularization is a technique commonly used to stop AI models from learning the noise or small quirks in the data that might not generalize. 
         
         Choose a regularization method:
         - L1 Regularization: Force your AI model to use less number of features, thus avoiding irrelevant features.
@@ -52,7 +52,7 @@ def render():
     if regularization_method=="l1":
         st.markdown("""
             **Randomness:** Sometimes there is randomness in the learning process. Let's flip a coin 
-            (You can just choose Heads or Tails, and we will assume we fliiped a coin, our little secret :P).
+            (You can just choose Heads or Tails, and we will assume we flipped a coin, our little secret).
         """
         )
         random_seed = None