diff --git a/4-Data-Science-Lifecycle/14-Introduction/README.md b/4-Data-Science-Lifecycle/14-Introduction/README.md
index 6df8155..08ca438 100644
--- a/4-Data-Science-Lifecycle/14-Introduction/README.md
+++ b/4-Data-Science-Lifecycle/14-Introduction/README.md
@@ -1,5 +1,9 @@
 # Introduction to the Data Science Lifecycle
 
+|![ Sketchnote by [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/14-DataScience-Lifecycle.png)|
+|:---:|
+| Introduction to the Data Science Lifecycle - _Sketchnote by [@nitya](https://twitter.com/nitya)_ |
+
 ## Pre-Lecture Quiz
 
 [Pre-lecture quiz]()
diff --git a/4-Data-Science-Lifecycle/16-communication/README.md b/4-Data-Science-Lifecycle/16-communication/README.md
index d079a9f..4ef7de8 100644
--- a/4-Data-Science-Lifecycle/16-communication/README.md
+++ b/4-Data-Science-Lifecycle/16-communication/README.md
@@ -1,5 +1,9 @@
 # The Data Science Lifecycle: Communication
 
+|![ Sketchnote by [(@sketchthedocs)](https://sketchthedocs.dev) ](../../sketchnotes/16-Communicating.png)|
+|:---:|
+| Data Science Lifecycle: Communication - _Sketchnote by [@nitya](https://twitter.com/nitya)_ |
+
 ## [Pre-Lecture Quiz](https://red-water-0103e7a0f.azurestaticapps.net/quiz/30)
 
 Test your knowledge of what's to come with the Pre-Lecture Quiz above!
diff --git a/README.md b/README.md
index ba8bd13..ecabd65 100644
--- a/README.md
+++ b/README.md
@@ -4,6 +4,11 @@ Azure Cloud Advocates at Microsoft are pleased to offer a 10-week, 20-lesson cur
 
 **Hearty thanks to our authors:** Jasmine Greenaway, Dmitry Soshnikov, Nitya Narasimhan, Jalen McGee, Jen Looper, Maud Levy, Tiffany Souterre, Christopher Harrison.
 
+|![ Sketchnote by [(@sketchthedocs)](https://sketchthedocs.dev) ](./sketchnotes/00-Title.png)|
+|:---:|
+| Data Science For Beginners - _Sketchnote by [@nitya](https://twitter.com/nitya)_ |
+
+
 # Getting Started
 
 > **Teachers**, we have [included some suggestions](for-teachers.md) on how to use this curriculum. We'd love your feedback [in our discussion forum](https://github.com/microsoft/Data-Science-For-Beginners/discussions)!
diff --git a/sketchnotes/14-DataScience-Lifecycle.png b/sketchnotes/14-DataScience-Lifecycle.png
new file mode 100644
index 0000000..0e2a16a
Binary files /dev/null and b/sketchnotes/14-DataScience-Lifecycle.png differ
diff --git a/sketchnotes/16-Communicating.png b/sketchnotes/16-Communicating.png
new file mode 100644
index 0000000..d515b39
Binary files /dev/null and b/sketchnotes/16-Communicating.png differ