A way to navigate through all the below resources if necessary :), also open to any feedbacks
Beginner friendly notes over polynomial regression application in ML
All necessary steps for basics Polynomial Regression in Python with Scikit library with details explanation
Explore why is it important to scaling feature and its necessity in any type of model training