diff --git a/subjects/ai/machine-learning-pipeline/README.md b/subjects/ai/pipeline/README.md
similarity index 99%
rename from subjects/ai/machine-learning-pipeline/README.md
rename to subjects/ai/pipeline/README.md
index ed746f4f..af6ce354 100644
--- a/subjects/ai/machine-learning-pipeline/README.md
+++ b/subjects/ai/pipeline/README.md
@@ -1,4 +1,4 @@
-# Machine Learning Pipeline
+# Pipeline
 
 Today we will focus on the data preprocessing and discover the Pipeline object from scikit learn.
 
diff --git a/subjects/ai/machine-learning-pipeline/audit/README.md b/subjects/ai/pipeline/audit/README.md
similarity index 100%
rename from subjects/ai/machine-learning-pipeline/audit/README.md
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diff --git a/subjects/ai/machine-learning-pipeline/data/breast-cancer.csv b/subjects/ai/pipeline/data/breast-cancer.csv
similarity index 100%
rename from subjects/ai/machine-learning-pipeline/data/breast-cancer.csv
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diff --git a/subjects/ai/machine-learning-pipeline/data/breast_cancer_readme.txt b/subjects/ai/pipeline/data/breast_cancer_readme.txt
similarity index 100%
rename from subjects/ai/machine-learning-pipeline/data/breast_cancer_readme.txt
rename to subjects/ai/pipeline/data/breast_cancer_readme.txt