Below are digital resources that complement the book Practical Machine Learning with R: Tutorials and Case Studies.
A short (5 min) video by Cassie Kozyrkov, former Chief Decision Scientist at Google. Although AI is not clearly defined in the literature, Cassie Kozyrkov attempts (successfully) to provide a concise definition.
A short (3 min) video by Cassie Kozyrkov, former Chief Decision Scientist at Google about what is considered machine learning.
A short (3 min) video by Cassie Kozyrkov, former Chief Decision Scientist at Google. In this video, Cassie Kozyrkov explains why and how machine learning can be useful.
A short (5 min) video by Cassie Kozyrkov, former Chief Decision Scientist at Google. In the video, Cassie Kozyrkov gives a very basic and intuitive idea of how some machine learning algorithms work.
This short (14 min) video shows three impressive AI applications together with the related links. Enjoy.
A short (3 min) video by Cassie Kozyrkov, former Chief Decision Scientist at Google. The video explains how the performance of machine learning models can be assessed with data - data the model has never seen before. The video also explains why training data can't be used for that purpose.