diff --git a/README.md b/README.md
index 24691d7..7655866 100644
--- a/README.md
+++ b/README.md
@@ -7,15 +7,7 @@ transformation, pre-processing data for use in training, training a model, and h
 the model. 
 ```
 
-# Resources in this repository
-
-### Machine Learning 
-
 * [Machine Learning resources](https://github.com/bt3gl/Curated_ETL_and_ML_Pipelines/tree/master/machine_learning_examples).
-* [Deep Learning resources](https://github.com/bt3gl/Curated_ETL-and-ML-Pipelines/blob/master/deep_learning_resources.md).
-
-### Machine Learning Infrastructure
-
 * [Data Engineering resources](https://github.com/bt3gl/Curated_ETL_and_ML_Pipelines/blob/master/data_engineering.md).
 * [Airflow resources](https://github.com/bt3gl/Curated_ETL-and-ML-Pipelines/blob/master/airflow.md).