Ensembles: Part I

Ensembles in Physics

Caveats:

1. In all of the subsequent posts in this publication, on occasion, I will need to use diagrams and figures. Most of the time, I will be relying on hand-drawn doodles instead of fancy diagrams and animations. For the most part, they will be enough for an intuitive understanding of the concepts. Making fancy diagrams and animations is a time-consuming and challenging project in itself and I don’t want to go down that rabbit hole and let it detract me from the main purpose of this publication.

2. These posts are written for learners who are unfamiliar or vaguely familiar with physics concepts used in ML/DL/AI. For that reason, my aim is primarily to impart an intuitive understanding and not technical exactness. On occasion, I will make statements that are generally true but with caveats and conditions. I will progressively refine those statements once a certain foundation has been established.

Typically, any data science or machine learning course or program starts with supervised and u…