diff --git a/1-Introduction/1-intro-to-ML/README.md b/1-Introduction/1-intro-to-ML/README.md
index d76ee99d..e476e357 100644
--- a/1-Introduction/1-intro-to-ML/README.md
+++ b/1-Introduction/1-intro-to-ML/README.md
@@ -4,7 +4,7 @@ Add a sketchnote if possible/appropriate
 
 ![Embed a video here if available](video-url)
 
-## [Pre-lecture quiz](link-to-quiz-app)
+## [Pre-lecture quiz](https://jolly-sea-0a877260f.azurestaticapps.net/quiz/1/)
 
 Describe what we will learn
 
@@ -46,7 +46,7 @@ code blocks
 
 Optional: add a screenshot of the completed lesson's UI if appropriate
 
-## [Post-lecture quiz](link-to-quiz-app)
+## [Post-lecture quiz](https://jolly-sea-0a877260f.azurestaticapps.net/quiz/2/)
 
 ## Review & Self Study
 
diff --git a/1-Introduction/2-history-of-ML/README.md b/1-Introduction/2-history-of-ML/README.md
index d76ee99d..6441778d 100644
--- a/1-Introduction/2-history-of-ML/README.md
+++ b/1-Introduction/2-history-of-ML/README.md
@@ -4,7 +4,7 @@ Add a sketchnote if possible/appropriate
 
 ![Embed a video here if available](video-url)
 
-## [Pre-lecture quiz](link-to-quiz-app)
+## [Pre-lecture quiz](https://jolly-sea-0a877260f.azurestaticapps.net/quiz/3/)
 
 Describe what we will learn
 
@@ -46,7 +46,7 @@ code blocks
 
 Optional: add a screenshot of the completed lesson's UI if appropriate
 
-## [Post-lecture quiz](link-to-quiz-app)
+## [Post-lecture quiz](https://jolly-sea-0a877260f.azurestaticapps.net/quiz/4/)
 
 ## Review & Self Study
 
diff --git a/2-Regression/1-Tools/README.md b/2-Regression/1-Tools/README.md
index fc1e9023..9e2225dc 100644
--- a/2-Regression/1-Tools/README.md
+++ b/2-Regression/1-Tools/README.md
@@ -1,15 +1,18 @@
-# [Lesson Topic]
+# Introduction to Machine Learning
 
-> Sketchnote
+Add a sketchnote if possible/appropriate
+
+![Embed a video here if available](video-url)
+
+## [Pre-lecture quiz](https://jolly-sea-0a877260f.azurestaticapps.net/quiz/5/)
+
+Describe what we will learn
 
-## [Pre-lecture quiz](link-to-quiz-app)
 ### Introduction
 
-In this lesson, you will get set up to use Skikit-Learn.
-- What is Skikit-Learn
-- Installing the library
-- Installing Python
-- Using Jupyter notebooks in Visual Studio Code
+Describe what will be covered
+
+> Notes
 
 ### Prerequisite
 
@@ -43,7 +46,7 @@ code blocks
 
 Optional: add a screenshot of the completed lesson's UI if appropriate
 
-## [Post-lecture quiz](link-to-quiz-app)
+## [Post-lecture quiz](https://jolly-sea-0a877260f.azurestaticapps.net/quiz/6/)
 
 ## Review & Self Study
 
diff --git a/2-Regression/2-Data/README.md b/2-Regression/2-Data/README.md
index 0ff36496..7f7b5ac3 100644
--- a/2-Regression/2-Data/README.md
+++ b/2-Regression/2-Data/README.md
@@ -1,8 +1,7 @@
 # Build a Regression Model using Scikit-Learn: Data
 
 > Sketchnote
-## [Pre-lecture quiz](link-to-quiz-app)
-
+## [Pre-lecture quiz](https://jolly-sea-0a877260f.azurestaticapps.net/quiz/7/)
 
 ### Introduction
 
@@ -43,7 +42,7 @@ code blocks
 
 Optional: add a screenshot of the completed lesson's UI if appropriate
 
-## [Post-lecture quiz](link-to-quiz-app)
+## [Pre-lecture quiz](https://jolly-sea-0a877260f.azurestaticapps.net/quiz/8/)
 
 ## Review & Self Study
 
diff --git a/2-Regression/3-Linear/README.md b/2-Regression/3-Linear/README.md
index d63c3f8b..81d3324f 100644
--- a/2-Regression/3-Linear/README.md
+++ b/2-Regression/3-Linear/README.md
@@ -1,10 +1,10 @@
-# [Lesson Topic]
+# Introduction to Machine Learning
 
 Add a sketchnote if possible/appropriate
 
 ![Embed a video here if available](video-url)
 
-## [Pre-lecture quiz](link-to-quiz-app)
+## [Pre-lecture quiz](https://jolly-sea-0a877260f.azurestaticapps.net/quiz/9/)
 
 Describe what we will learn
 
@@ -46,7 +46,7 @@ code blocks
 
 Optional: add a screenshot of the completed lesson's UI if appropriate
 
-## [Post-lecture quiz](link-to-quiz-app)
+## [Post-lecture quiz](https://jolly-sea-0a877260f.azurestaticapps.net/quiz/10/)
 
 ## Review & Self Study
 
diff --git a/2-Regression/4-Logistic/README.md b/2-Regression/4-Logistic/README.md
index d63c3f8b..19f07595 100644
--- a/2-Regression/4-Logistic/README.md
+++ b/2-Regression/4-Logistic/README.md
@@ -1,10 +1,10 @@
-# [Lesson Topic]
+# Introduction to Machine Learning
 
 Add a sketchnote if possible/appropriate
 
 ![Embed a video here if available](video-url)
 
-## [Pre-lecture quiz](link-to-quiz-app)
+## [Pre-lecture quiz](https://jolly-sea-0a877260f.azurestaticapps.net/quiz/11/)
 
 Describe what we will learn
 
@@ -46,7 +46,7 @@ code blocks
 
 Optional: add a screenshot of the completed lesson's UI if appropriate
 
-## [Post-lecture quiz](link-to-quiz-app)
+## [Post-lecture quiz](https://jolly-sea-0a877260f.azurestaticapps.net/quiz/12/)
 
 ## Review & Self Study