Update pages/2_Life cycle of NLP.py

pages/2_Life cycle of NLP.py

@@ -2,7 +2,6 @@ import streamlit as st
 
 import streamlit as st
 
-# Custom CSS for styling, animations, and a light background
 st.markdown(
     """
     <style>
@@ -16,7 +15,7 @@ st.markdown(
         }
         .title {
             text-align: center;
-            color: #2c3e50; /* Deep gray-blue */
+            color: black
             font-size: 3rem;
             font-weight: bold;
             animation: fadeIn 1s ease-in-out;
@@ -25,7 +24,7 @@ st.markdown(
             text-align: center;
             font-style: italic;
             font-size: 1.2rem;
-            color: #7f8c8d; /* Soft gray */
+            color: black
             animation: fadeIn 1.5s ease-in-out;
         }
         .section {
@@ -61,12 +60,16 @@ st.markdown(
     unsafe_allow_html=True,
 )
 
-# Sidebar navigation with radio buttons
 st.sidebar.title("NLP Life Cycle Navigation")
 step = st.sidebar.radio("Choose a step in NLP Life Cycle", 
                        ("Problem Statement", "Data Collection", "Simple EDA", "Data Pre-processing", "EDA", 
                         "Feature Engineering", "Training", "Testing", "Deployment/Monitoring"))
 
+
+st.title("**Life Cycle of NLP**")
+st.caption(Navigating the journey of NLP from start to deployment!...)
+
+
 st.markdown(
     """
     <div class='image-container'>
@@ -76,16 +79,7 @@ st.markdown(
     unsafe_allow_html=True,
 )
 
-# Title for the NLP Life Cycle
-st.markdown("<div class='title'>Life Cycle of NLP</div>", unsafe_allow_html=True)
-
-# Caption
-st.markdown(
-    "<div class='caption'>Navigating the journey of NLP from start to deployment!...</div>",
-    unsafe_allow_html=True,
-)
 
-# Display content based on the selected step from the sidebar
 if step == "Problem Statement":
     st.markdown("<div class='section'><b>Problem Statement</b><br>Every NLP project begins by identifying the problem that needs solving. It could range from sentiment analysis to machine translation, based on the requirements.</div>", unsafe_allow_html=True)