Explore the various types of feature transformation techniques in machine learning through this comprehensive 22-minute video. Learn about standardization, scale up, MinMax scaling, Robust Scalar, and Gaussian transformation methods. Gain insights into when and how to apply these techniques to improve your machine learning models' performance and handle different data distributions effectively.