All lectures this quarter will be presented in person. Recordings will subsequently uploaded to Canvas.
We rely heavily on An Introduction to Statistical Learning with Applications in R by Gareth James, Daniela Witten, Trevor Hastie, and Robert Tibshirani (Springer, 2nd ed., 2021) for this course. The book is also available at the Stanford Bookstore and free online through the Stanford Libraries.
We also occasionally rely on material and readings from The Elements of Statistical Learning by Hastie, Tibshirani, and Friedman (Springer, 2nd ed., 2009).
Remote SCPD students must designate an "exam monitor" to proctor their exams (local students have the option of taking the exam at Stanford at the standard in-class time in the standard classroom). You will find general information on SCPD exam monitor protocol here.
Please call or email SCPD directly for more information on choosing an exam monitor, where to send exam solutions, etc. You will have a window of 24 hours after the exam time at Stanford to complete and return the exam. Exam-specific instructions (e.g., resources allowed and time limit) will be provided within each exam and also in advance through the website and/or mailing list.