diff --git a/README.md b/README.md
index d98a0c0..968a07b 100644
--- a/README.md
+++ b/README.md
@@ -18,6 +18,12 @@ Our logistic regression classifier performed fairly well on the test data with a
 To replicate this analysis, clone the GitHub repository, install dependencies and run the following command from the root directory of this project:
 
  ``<python src/Download_data.py --url=http://archive.ics.uci.edu/ml/machine-learning-databases/00350/default%20of%20credit%20card%20clients.xls --saving_path=data/default_credit_card.csv>``
+ 
+``Rscript src/pre_process_cred.r --input=data/raw/default_payment_next_month.feather --out_dir=data/processed``
+
+``Rscript src/eda_cred.r --train=data/processed/training.feather --out_dir=results``
+
+``python src/fit_predict_default_model.py --train_data=“data/processed/training.feather” --test_data=“data/processed/test.feather” --out_dir=“results/prediction_results.csv”``
 
 
 ## Dependencies