Update pages/Lifecycle of Machine Learning.py

pages/Lifecycle of Machine Learning.py

@@ -216,6 +216,10 @@ image.show()
 - Dimensionality Reduction and Feature Extraction
                 """
             )
+            # Button to open Jupyter Notebook or PDF
+            if st.button("Open IMAGE Documentation"):
+                st.write("Download the [documentation notebook](path/to/image_notebook.ipynb) or [PDF](path/to/image_documentation.pdf).")
+
 
         elif format_selected == "VIDEO":
             
@@ -274,6 +278,10 @@ cap = cv2.VideoCapture(video_path)
 - Control Frame Rate and Prevent Skipping
                 """
             )
+            # Button to open Jupyter Notebook or PDF
+            if st.button("Open VIDEOS Documentation"):
+                st.write("Download the [documentation notebook](path/to/videos_notebook.ipynb) or [PDF](path/to/videos_documentation.pdf).")
+
         elif format_selected == "AUDIO":
             
             st.subheader("AUDIO Data Format")
@@ -331,6 +339,10 @@ y, sr = librosa.load(audio_path, sr=None)  # sr=None to preserve the original sa
 - Encoding or File Corruption Issues: Ensure proper encoding and re-encode files using tools like ffmpeg if necessary.
                 """
             )
+            # Button to open Jupyter Notebook or PDF
+            if st.button("Open AUDIO Documentation"):
+                st.write("Download the [documentation notebook](path/to/audio_notebook.ipynb) or [PDF](path/to/audio_documentation.pdf).")
+
 
     elif data_type == "Semi-Structured":
         
@@ -405,6 +417,10 @@ with open('data.json', 'r') as file:
 - Consistent Structure: Ensure consistent data structure when creating JSON files, or write code to handle missing or extra fields gracefully.
                 """
             )
+            # Button to open Jupyter Notebook or PDF
+            if st.button("Open JSON Documentation"):
+                st.write("Download the [documentation notebook](path/to/JSON_notebook.ipynb) or [PDF](path/to/JSON_documentation.pdf).")
+
 
         elif format_selected == "XML":
             
@@ -466,4 +482,8 @@ pd.read_xml("Data_path")
 
                 """
             )
+            # Button to open Jupyter Notebook or PDF
+            if st.button("Open XML Documentation"):
+                st.write("Download the [documentation notebook](path/to/XML_notebook.ipynb) or [PDF](path/to/XML_documentation.pdf).")
+