Weekly Schedule

Important

While I will do my best to follow this schedule, the schedule is still subject to change. Any changes will be communicated to you in a timely fashion.

Week #	Dates	Monday	Wednesday
Week 01	Jan 06, 08	Course Introduction & Setup [Lab 0]	Probability Theory & Random Variables [Reading 1] [Lab 1]
Week 02	Jan 13, 15	Summary Statistics [Reading 2] [Lab 2]	Central Limit Theorem & Estimators [Reading 3] [Lab 3]
Week 03	Jan 20, 22	MLK Day	Maximum Likelihood Estimation [Reading 4] [Lab 4]
Week 04	Jan 27, 29	Statistical Tests I [Reading 5] [Lab 5]	Statistical Tests II
Week 05	Feb 03, 05	Monte Carlo & Importance Sampling [Reading 6] [Lab 6]	Stochastic Processes & Ising model [Reading 7]
Week 06	Feb 10, 12	MCMC Algorithms & Considerations [Reading 8]	Bayesian Analysis I [Reading 9]
Week 07	Feb 17, 19	Presidents Day	Bayesian Analysis II
Week 08	Feb 24, 26	Bayesian Analysis III	5-min presentations
Week 09	Mar 03, 05	Introduction to Machine Learning	Supervised: Regression I
	Mar 10, 12	Spring Break	Spring Break
Week 10	Mar 17, 19	Supervised: Regression II	Supervised: Classification I
Week 11	Mar 24, 26	Supervised: Classification II	Supervised: Classification III
Week 12	Mar 31, Apr 2	Mock Exam	Unsupervised: Clustering
Week 13	Apr 07, 09	Unsupervised: Dimensionality Reduction	ML: Other Topics
Week 14	Apr 14, 16	Mock exam presentations I	Mock exam presentations II
Week 15	Apr 21, 23	Course Review	Reading Day