Part 12-Polynomial Regression in Machine learning

Chapters: 0:00 the road map 0:51 What is polynomial regression model? 5:13 the optimization problem for polynomial regression 8:09 Tuning the hyperparameter (polynomial degree) 14:59 Caveats of polynomial regression model - In this crash course, I will be reviewing the basics and fundamental concepts of machine learning and its applications in finance. - For watching my full lecture videos and applications of machine learning using Python, please check out the "Machine Learning in finance-2021" playlist on my channel. - All the codes and slides are available on my GitHub account. Cheers, Pedram