fix config

config.yaml

@@ -43,10 +43,6 @@ contact: '[email protected]'
 #
 # Example -------------
 #
-episodes:
-- introduction.md
-- problem-definition.md
-#
 # learners:
 # - setup.md
 #
@@ -58,8 +54,9 @@ episodes:
 # - another-learner.md
 
 # Order of episodes in your lesson
-episodes: 
+episodes:
 - introduction.md
+- problem-definition.md
 
 # Information for Learners
 learners: 

index.md

@@ -2,8 +2,13 @@
 site: sandpaper::sandpaper_site
 ---
 
-This is a new lesson built with [The Carpentries Workbench][workbench]. 
+This lesson aims to teach responsible machine learning practices with a focus on fairness, explainability, and reproducibility.
 
+Prerequisites
+- Participants should have experience using Python. 
+- Participants should have a basic understanding of machine learning (e.g., familiar with the concepts like train/test split and cross-validation) and should have trained at least one model in the past.
+- Participants should care about the interpretability, reproducibility, and/or fairness of the models they build.
+- Participants should have domain knowledge of the field they work in and want to build models for.
 
 [workbench]: https://carpentries.github.io/sandpaper-docs