Are you learning Artificial Intelligence and Machine Learning. If yes, you must to do a refresher on statistics to start with. If you are looking for a quick overview about statistics that you need to understand refer the swim lane diagram.
Happy Learning ! Part II will come soon. Drop your suggestion as comments.