Update pages/pg.py

pages/pg.py

@@ -94,3 +94,59 @@ st.markdown(
     """,
     unsafe_allow_html=True
 )
+st.markdown("<h2 style='color: #1ABC9C; font-size: 30px; font-weight: bold;'>🔹 Machine Learning: A Subset of AI</h2>", unsafe_allow_html=True)
+
+st.markdown("""
+    <p style='font-size: 24px;'>
+    <b>Machine Learning</b> is a statistical technique that learns from data and makes predictions or decisions based on it.
+    </p>
+    <p style='font-size: 24px; font-weight: bold;'>How Machine Learning Works?</p>
+    <p style='font-size: 24px;'>ML follows a simple process:</p>
+    <ul style='font-size: 24px;'>
+        <li><b>Collect Data:</b> Gather historical data (e.g., past movie ratings, customer transactions).</li>
+        <li><b>Train the Model:</b> Use algorithms to find patterns in the data.</li>
+        <li><b>Test & Improve:</b> Evaluate the model’s accuracy and refine it.</li>
+        <li><b>Make Predictions:</b> Apply the trained model to new data for real-world use.</li>
+    </ul>
+    <p style='font-size: 24px; font-weight: bold;'>Applications:</p>
+    <ul style='font-size: 24px;'>
+        <li><b>Chatbots:</b> Text-based chatbots for customer support, voice-based assistants like Siri and Alexa.</li>
+        <li><b>Autonomous Vehicles:</b> Tesla’s self-driving cars.</li>
+        <li><b>Recommendation Systems:</b> Personalized suggestions on e-commerce platforms (Amazon, Netflix, etc.).</li>
+        <li><b>Predictive Analytics:</b> Weather forecasting, traffic prediction.</li>
+        <li><b>Robotics:</b> Used in automation and intelligent robots.</li>
+        <li><b>Object Detection & Sentiment Analysis:</b> Used in computer vision and NLP applications like fraud detection, emotion analysis.</li>
+    </ul>
+    """, unsafe_allow_html=True)
+
+# Section: Deep Learning
+st.markdown("<h2 style='color: #8E44AD; font-size: 30px; font-weight: bold;'>🔹 Deep Learning: A Subset of Machine Learning</h2>", unsafe_allow_html=True)
+
+st.markdown("""
+    <p style='font-size: 24px;'>
+    <b>Deep Learning</b> is a subset of machine learning that focuses on using artificial neural networks to learn from large amounts of data. 
+    </p>
+    <p style='font-size: 24px;'>These neural networks are composed of multiple layers (hence the term “deep”) that enable the model to automatically extract features from the data.</p>
+    """, unsafe_allow_html=True)
+
+# Section: Generative AI
+st.markdown("<h2 style='color: #F39C12; font-size: 30px; font-weight: bold;'>🔹 Generative AI</h2>", unsafe_allow_html=True)
+
+st.markdown("""
+    <p style='font-size: 24px;'>
+    <b>Generative AI</b> refers to the branch of AI that focuses on creating new content, such as images, music, text, or videos, that is indistinguishable from human-created content.
+    </p>
+    """, unsafe_allow_html=True)
+
+# Section: Relationship Between AI, ML, DL, and Generative AI
+st.markdown("<h2 style='color: #3498DB; font-size: 30px; font-weight: bold;'>🔹 Relationship Between AI, Machine Learning, Deep Learning, and Generative AI</h2>", unsafe_allow_html=True)
+
+st.markdown("""
+    <p style='font-size: 24px; font-weight: bold;'>Simple Breakdown:</p>
+    <ul style='font-size: 24px;'>
+        <li><b>AI:</b> The big umbrella of intelligent systems.</li>
+        <li><b>ML:</b> A part of AI that helps machines learn from data.</li>
+        <li><b>DL:</b> A more advanced type of ML using deep neural networks.</li>
+        <li><b>Generative AI:</b> A creative branch of DL that generates new content.</li>
+    </ul>
+    """, unsafe_allow_html=True)