• Project 3 and Homework 12 are out! Please work on them. They are your last assignments for this course.
• Most of Vinitra's lecture today on Machine Learning is optional material -- please look through the lecture for the specifics of what you need to know.
• Lecture 32 now includes the slides from the presentation from the Division of Data Sciences.

Other logistics:

• Our course tutors have released a worksheet on exam-level programming practice problems on Piazza. Feel free to use this as a way to refine your programming skills in time for the final.
• Grades for more assignments are out -- check Piazza for more details.
• Remember to submit regrade requests for your homeworks. We will be closing regrades before the final exam.
• Final exam details will come out in a Piazza post on Friday -- past exams are already available on the course website and are your best resource to prepare!