MATH 180BIntroduction to Stochastic Processes I
Random vectors, multivariate densities, covariance matrix, multivariate normal distribution. Random walk, Poisson process. Other topics if time permits.
Prerequisites
From the catalog: “MATH 20D and either MATH 18 or MATH 20F or MATH 31AH, and MATH 109 or MATH 31CH, and MATH 180A. Students who have not completed listed prerequisites may enroll with consent of instructor.”
Where it sits in degree plans
Required in (1)
- Probability and Statistics (B.S.)
One of the options in (1)
- Mathematics (Applied) (B.S.)
Courses that list MATH 180B as a prerequisite (15)
- CSE 150A Introduction to Artificial Intelligence: Probabilistic Reasoning and Decision-Making
- CSE 150B Introduction to Artificial Intelligence: Search and Reasoning
- CSE 151A Machine Learning: Learning Algorithms
- CSE 151B Deep Learning
- CSE 153 Machine Learning for Music
- CSE 153R Machine Learning for Music
- CSE 156 Statistical Natural Language Processing
- CSE 158 Recommender Systems and Web Mining
- CSE 158R Recommender Systems and Web Mining
- DSC 148 Introduction to Data Mining
- ECE 155 Digital Communications Theory
- ECE 157A Communications Systems Laboratory I
- ECON 171 Decisions Under Uncertainty
- MATH 180C Introduction to Stochastic Processes II
- MGT 151R Business Analytics