Companion sources

These F01–F08 PDFs and solved notebooks were copied from the ML Mastery course on 23 September 2026. The source is the course repository’s course/materials/foundations/f01 through f08 directories. The canonical lab.ipynb edition is used. These are fixed companion copies, rather than automatically synchronized files.

Each notebook retains its original attribution and metadata. The manifest records the exact source paths and SHA-256 hashes so a future update can be checked against the course repository. The chapter index and Foundations overview link to these copies inside the vault.

For the computational environment, see Computing setup. The overview lists the mapping between six chapters and eight solution sets.