andrewgait · Nov 13, 2026 · Nov 13, 2026
diff --git a/episodes/01-introduction.md b/episodes/01-introduction.md
@@ -1,7 +1,7 @@
 ---
 title: Python Basics Recap
-teaching: 0
-exercises: 0
+teaching: 5
+exercises: 20
 ---
 
 ::::::::::::::::::::::::::::::::::::::: objectives

diff --git a/episodes/02-dictionaries.md b/episodes/02-dictionaries.md
@@ -1,7 +1,7 @@
 ---
 title: Dictionaries
-teaching: 0
-exercises: 0
+teaching: 30
+exercises: 15
 ---
 
 ::::::::::::::::::::::::::::::::::::::: objectives

diff --git a/episodes/03-numpy_essential.md b/episodes/03-numpy_essential.md
@@ -1,7 +1,7 @@
 ---
 title: Numpy and Matplotlib Essential
-teaching: 0
-exercises: 0
+teaching: 40
+exercises: 20
 ---
 
 ::::::::::::::::::::::::::::::::::::::: objectives

diff --git a/episodes/04-defensive_programming.md b/episodes/04-defensive_programming.md
@@ -1,7 +1,7 @@
 ---
 title: Defensive Programming
-teaching: 0
-exercises: 0
+teaching: 20
+exercises: 10
 ---
 
 ::::::::::::::::::::::::::::::::::::::: objectives

diff --git a/episodes/05-units_and_quantities.md b/episodes/05-units_and_quantities.md
@@ -1,7 +1,7 @@
 ---
 title: Units and Quantities
-teaching: 0
-exercises: 0
+teaching: 30
+exercises: 15
 ---
 
 ::::::::::::::::::::::::::::::::::::::: objectives

diff --git a/episodes/06-pandas_essential.md b/episodes/06-pandas_essential.md
@@ -1,7 +1,7 @@
 ---
 title: Pandas Essential
-teaching: 0
-exercises: 0
+teaching: 30
+exercises: 15
 ---
 
 ::::::::::::::::::::::::::::::::::::::: objectives

diff --git a/episodes/07-software_package_management.md b/episodes/07-software_package_management.md
@@ -1,7 +1,7 @@
 ---
 title: Software Package Management
-teaching: 0
-exercises: 0
+teaching: 30
+exercises: 5
 ---
 
 ::::::::::::::::::::::::::::::::::::::: objectives