ABSTRACT
The number one thing to keep in mind about machine learning is that performance is evaluated on samples from one dataset, but the model is used in production on samples that may not necessarily follow the same characteristics. Top matter consists of defining aspects such as the title, author, and date. It is contained within three dashes at the top of a Quarto document. Quarto uses a variation of Markdown as its underlying syntax. Essential Markdown commands include those for emphasis, headers, lists, links, and images. There are various evaluation options that are available in chunks. Projects are widely used in software development and exist to keep all the files associated with a particular project together and related to each other. Linting and styling is the process of checking code, mostly for stylistic issues, and re-arranging code to make it easier to read.
