diff --git a/6-Data-Science-In-Wild/20-tbd/README.md b/6-Data-Science-In-Wild/20-Real-World-Examples/README.md
similarity index 100%
rename from 6-Data-Science-In-Wild/20-tbd/README.md
rename to 6-Data-Science-In-Wild/20-Real-World-Examples/README.md
diff --git a/6-Data-Science-In-Wild/20-tbd/assignment.md b/6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md
similarity index 100%
rename from 6-Data-Science-In-Wild/20-tbd/assignment.md
rename to 6-Data-Science-In-Wild/20-Real-World-Examples/assignment.md
diff --git a/6-Data-Science-In-Wild/20-tbd/notebook.ipynb b/6-Data-Science-In-Wild/20-Real-World-Examples/notebook.ipynb
similarity index 100%
rename from 6-Data-Science-In-Wild/20-tbd/notebook.ipynb
rename to 6-Data-Science-In-Wild/20-Real-World-Examples/notebook.ipynb
diff --git a/6-Data-Science-In-Wild/20-tbd/solution/notebook.ipynb b/6-Data-Science-In-Wild/20-Real-World-Examples/solution/notebook.ipynb
similarity index 100%
rename from 6-Data-Science-In-Wild/20-tbd/solution/notebook.ipynb
rename to 6-Data-Science-In-Wild/20-Real-World-Examples/solution/notebook.ipynb
diff --git a/6-Data-Science-In-Wild/20-tbd/translations/README.es.md b/6-Data-Science-In-Wild/20-Real-World-Examples/translations/README.es.md
similarity index 100%
rename from 6-Data-Science-In-Wild/20-tbd/translations/README.es.md
rename to 6-Data-Science-In-Wild/20-Real-World-Examples/translations/README.es.md
diff --git a/6-Data-Science-In-Wild/README.md b/6-Data-Science-In-Wild/README.md
index a2608a4..1e45262 100644
--- a/6-Data-Science-In-Wild/README.md
+++ b/6-Data-Science-In-Wild/README.md
@@ -4,6 +4,6 @@
 
 ### Topics
 
-1. [Data Science in the Real World](20-Real-World/README.md)
+1. [Data Science in the Real World](20-Real-World-Examples/README.md)
 
 ### Credits
diff --git a/README.md b/README.md
index 51938e0..be2dbbf 100644
--- a/README.md
+++ b/README.md
@@ -72,7 +72,7 @@ In addition, a low-stakes quiz before a class sets the intention of the student
 | 17 | Data Science in the Cloud | [Cloud Data](5-Data-Science-In-Cloud/README.md) | This series of lessons introduces data science in the cloud and its benefits. | [lesson](5-Data-Science-In-Cloud/17-Introduction/README.md) | Tiffany and Maud |
 | 18 | Data Science in the Cloud | [Cloud Data](5-Data-Science-In-Cloud/README.md) | Training models using Low Code tools |[lesson](5-Data-Science-In-Cloud/18-Low-Code/README.md) |Tiffany and Maud |
 | 19 | Data Science in the Cloud | [Cloud Data](5-Data-Science-In-Cloud/README.md) | Deploying models with Azure Machine Learning Studio | [lesson](5-Data-Science-In-Cloud/19-Azure/README.md)|Tiffany and Maud |
-| 20 | Data Science in the Wild | [In the Wild](6-Data-Science-In-Wild/README.md) | Data science driven projects in the real world | |
+| 20 | Data Science in the Wild | [In the Wild](6-Data-Science-In-Wild/README.md) | Data science driven projects in the real world | [lesson](6-Data-Science-In-Wild/20-Real-World-Examples/README.md) | Nitya |
 ## Offline access
 
 You can run this documentation offline by using [Docsify](https://docsify.js.org/#/). Fork this repo, [install Docsify](https://docsify.js.org/#/quickstart) on your local machine,  then in the root folder of this repo, type `docsify serve`. The website will be served on port 3000 on your localhost: `localhost:3000`.