...Chapter code is organized as Jupyter notebooks so learners can run and modify examples interactively. The accompanying documentation is stored in Markdown and published as a browsable Docsify website. The material is intended for beginners with basic Python, linear algebra, calculus, and probability knowledge rather than prior machine-learning experience. It can be studied online, served locally, or viewed through a Docker-based documentation environment.