MFML — References

Course-specific reading. Shared / cross-course links live in References.

Primary

Suggested background (before / during early weeks)

  • A first course in probability (random variables, distributions, expectation, LLN)
  • Comfortable with basic linear algebra (vectors, matrices) — deepened as needed in later lectures

To add later

As lectures introduce books/papers (Bishop, Murphy, ESL, papers on EM/SVM/transformers, etc.), list them here under week headings.