diff --git a/README.md b/README.md
index f21566c..17427ea 100644
--- a/README.md
+++ b/README.md
@@ -86,6 +86,8 @@ Optional:
 - https://towardsdatascience.com/beginners-guide-to-machine-learning-with-python-b9ff35bc9c51
 - [One year of deep learning](https://www.fast.ai/2019/01/02/one-year-of-deep-learning/) (Fast.ai)
 - [Getting Started with Applied Machine Learning](https://machinelearningmastery.com/start-here/#getstarted) (Machine Learning Mastery)
+- [Machine Learning Roadmap: Step-by-Step Guide](https://www.scaler.com/blog/machine-learning-roadmap/) (Scaler Blogs)
+
 
 
 GitHub: