Support Vector Regression - How to Choose the Right Model

I forgot to mention at the end of the video that support vector regression is a really good model if you are working with high dimensional data and when don't want to penalize fluctuating data points that are kind of close to the kernel function hyperplane.
Let me know what improvements I can make to my speaking or explanations in the comments below. I am doing these videos to practice my public speaking skills in a fun and interactive way.
Also drop any comments about any statements I made that were confusing.