$\DeclareMathOperator{\p}{Pr}$ $\DeclareMathOperator{\P}{Pr}$ $\DeclareMathOperator{\c}{^C}$ $\DeclareMathOperator{\or}{ or}$ $\DeclareMathOperator{\and}{ and}$ $\DeclareMathOperator{\var}{Var}$ $\DeclareMathOperator{\E}{E}$ $\DeclareMathOperator{\std}{Std}$ $\DeclareMathOperator{\Ber}{Bern}$ $\DeclareMathOperator{\Bin}{Bin}$ $\DeclareMathOperator{\Poi}{Poi}$ $\DeclareMathOperator{\Uni}{Uni}$ $\DeclareMathOperator{\Exp}{Exp}$ $\DeclareMathOperator{\N}{N}$ $\DeclareMathOperator{\R}{\mathbb{R}}$ $\newcommand{\d}{\, d}$

CS109 Final
Thur Dec 13th, 8:30a

Overview

The CS109 final is a 3-hour, closed book, closed calculator/computer exam. You are, however, allowed to bring 10 pages (front and back) of notes in the exam, formatted in any way you like. Make sure to practice before the exam.

Location and Time

When: 8:30a Tuesday, Dec 13th
Where: Dinkelspiel Auditorium

Coverage

The final will be comprehensive of all the material in the course through class on Dec 2nd. It will place special emphasis on the content covered on the psets, and will have more material from concepts that were not already covered on the midterm. We will not expect you to be able to perform the math of MLE for nerual networks.

Answer Format

You are going to be solving probability questions by hand. To that extent we are not interested in numeric answers, but rather in formulaic answers. It is fine for your answers to include summations, products, factorials, exponentials, and combinations, unless the question specifically asks for a numeric quantity or closed form. Where numeric answers are required, the use of fractions is fine. You must show your work. Any explanation you provide of how you obtained your answer can potentially allow us to give you partial credit for a problem. For example, describe the distributions and parameter values you used, where appropriate.

What about the Phi table? If it comes up on the exam, I am not going to make you look up values from a phi table. Instead you can leave your answer in terms of phi (the CDF of the standard normal). For example $\Phi(\frac{3}{4})$ is a fine final answer. This was not the case in the past so you will see questions which ask for a numeric answer in the practice exams.

Practice

Note that TAs will not be required to know all the answers on these practice exams, so if you ask questions about them in office hours, or on Ed, please give full context.

You can do it!