Principal Component Regression in R

===== Likes: 152 👍: Dislikes: 0 👎: 100.0% : Updated on 01-21-2023 11:57:17 EST ===== Understand Principal Component Analysis? Cool! So, how do I use PCA for Machine Learning purposes? Well, look no further! I go into depth on how to utilize the linear transformations of PCA for any machine learning model! Github: https://github.com/SpencerPao/Data_Sc... PCA:    • Applied Principal Component Analysis in R   XGBoost Regression: Theory and Application!    • Understanding and Applying XGBoost Regress...   XGBoost Classification: Theory and Application!    • Understanding and Applying XGBoost Classif...   Linear Regression: Understanding Linear Regression!    • HOW TO: Linear Regression in RStudio   Neural Networks: Understanding and Applying Neural Networks!    • Understanding and Applying Neural Networks...   Data Imputation: Wondering what to do with NA observations?    • Dealing with MISSING Data! Data Imputation...   0:00 - Principal Component Regression Summary 1:14 - Cleaning Data for Machine Learning Models 3:40 - Linear Regression Model (Base) 5:35 - Principal Component Regression 9:40 - Using Results of PCA for other Machine Learning Models (train/test)