diff --git a/Bible-Verse-Prediction-ML-App/app.py b/Bible-Verse-Prediction-ML-App/app.py
index 3fb22d7..b6b693e 100644
--- a/Bible-Verse-Prediction-ML-App/app.py
+++ b/Bible-Verse-Prediction-ML-App/app.py
@@ -2,7 +2,7 @@
 import pandas as pd 
 import numpy as np 
 
-# ML Packages
+# ML Packages Add a requirements text file and new version of dependencies.
 from sklearn.feature_extraction.text import CountVectorizer
 from sklearn.externals import joblib
 
@@ -48,4 +48,4 @@ def predict():
 if __name__ == '__main__':
 	app.run(debug=True)
 
-		
\ No newline at end of file
+		
diff --git a/Deploying ML Flask App to GCP/requirements.txt b/Deploying ML Flask App to GCP/requirements.txt
index 9d2f7d9..f3cab5b 100644
--- a/Deploying ML Flask App to GCP/requirements.txt	
+++ b/Deploying ML Flask App to GCP/requirements.txt	
@@ -4,3 +4,4 @@ pandas==0.22.0
 numpy==1.11.2
 scipy==0.18.1
 scikit-learn>=0.18
+#Add new version of dependencies.
diff --git a/Youtube-Spam-Detector-ML-Flask-App/app.py b/Youtube-Spam-Detector-ML-Flask-App/app.py
index f5dd1b4..0a9d352 100644
--- a/Youtube-Spam-Detector-ML-Flask-App/app.py
+++ b/Youtube-Spam-Detector-ML-Flask-App/app.py
@@ -4,7 +4,7 @@
 from sklearn.feature_extraction.text import CountVectorizer
 from sklearn.naive_bayes import MultinomialNB
 from sklearn.externals import joblib
-
+#Add requirements file and new version dependencies.
 
 app = Flask(__name__)
 
@@ -44,4 +44,4 @@ def predict():
 
 
 if __name__ == '__main__':
-	app.run(debug=True)
\ No newline at end of file
+	app.run(debug=True)
diff --git a/gender_classifier_mlapp_with_streamlit/README.md b/gender_classifier_mlapp_with_streamlit/README.md
index ae8cd44..ebd1fe7 100644
--- a/gender_classifier_mlapp_with_streamlit/README.md
+++ b/gender_classifier_mlapp_with_streamlit/README.md
@@ -12,7 +12,9 @@
 #### Prediction
 ![](images/gc_app04.png)
 
+### Add a requirements.txt and setup.sh file for deployment 
+
 
 #### By
 + Jesse E.Agbe(JCharis)
-+ Jesus Saves@[JCharisTech](https://jcharistech.com)
\ No newline at end of file
++ Jesus Saves@[JCharisTech](https://jcharistech.com)