Update pages/7_Advance_vectorization_techniques.py

pages/7_Advance_vectorization_techniques.py

@@ -109,6 +109,16 @@ st.markdown("""
     </style>
     """, unsafe_allow_html=True)
 
+st.header("Vectorization🧭")
+st.markdown(
+    """
+    <div class='info-box'>
+        <p>Vectorization is the process of converting text into vector.</p>
+        <p>This allows ML models to process text data effectively.</p>
+    </div>
+    """,
+    unsafe_allow_html=True
+)
 
 st.markdown("""
     There are advance vectorization techniques.They are :
@@ -122,4 +132,16 @@ st.markdown("""
 st.sidebar.title("Navigation 🧭")
 file_type = st.sidebar.radio(
     "Choose a Vectorization technique :",
-    ("Word2Vec", "Fasttext"))
+    ("Word2Vec", "Fasttext"))
+
+st.header("Word Embedding Technique")
+st.markdown('''
+- It is a advanced vectorization technique it converts text into vectors in such a way that it preserves semantic meaning
+- All the techniques which preserves semantic meaning while converting text into vector is word embedding technique
+- There are 2 word embedding techniques:
+    - Word2Vec
+    - Fasttext
+''')
+
+if file_type == "Word2Vec":
+    st.title(":red[Word2Vec]")