Weekly Problem Sets

PS0: Demonstration Assignment
Due: Never

An ungraded demonstration assignment that you can use to get familiar with git, markdown, and our GitHub workflow.

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PS1: Git Basics
Due: July 1

An initial assignment to give you practice cloning a git repository and committing a new file.

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PS2: Discrete Probability
Due: July 8

An assignment to put into play some of the discrete probability concepts discussed in class.

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PS3: Continuous Probability
Due: July 16

Problems related to probability density functions and Bayes rule with continuous random variables.

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PS4: Conjugate Inference
Due: July 22

Practice with expectations and Poisson-Gamma conjugate inference.

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Midterm Exam
Due: July 29

Midterm Exam

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Gaussians and Monte Carlo
Due: August 14

Baseball-inspired multivariate linear-Gaussian inference and non-Gaussian MCMC sampling.

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Final Project
Due: August 31

An open ended project where you can put concepts from class into practice.

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