MATH 31AHHonors Linear Algebra
First quarter of a very rigorous three-quarter honors integrated linear algebra/multivariable calculus sequence for extremely well-prepared students. Topics include real/complex number systems, vector spaces, linear transformations, bases and dimension, change of basis, eigenvalues, eigenvectors, diagonalization. (Credit not offered for both MATH 31AH and 18.)
Prerequisites
From the catalog: “AP Calculus BC score of 5. Students without an AP Math BC score of 5 may enroll with a prerequisite of MATH 20A-B with a grade of A or better in each. Students who have not completed listed prerequisites may enroll with consent of instructor.”
Where it sits in degree plans
Required in (4)
- Mathematical Biology
- Mathematics—Applied Science (B.S.)
- Mathematics—Secondary Education (B.A.)
- Probability and Statistics (B.S.)
One of the options in (3)
- Artificial Intelligence
- Computer Engineering (B.S.)
- Mathematics (Applied) (B.S.)
Courses that list MATH 31AH as a prerequisite (69)
- ASTR 101 Astrophysical Dynamics
- BENG 100 Introduction to Probability and Statistics for Bioengineers
- BENG 110 Musculoskeletal Biomechanics
- BENG 123 Dynamic Simulation in Bioengineering
- BENG 133 Numerical Analysis and Computational Engineering
- BENG 134 Measurements, Statistics, and Probability
- COGS 109 Modeling and Data Analysis
- COGS 118A Supervised Machine Learning Algorithms
- COGS 118B Introduction to Machine Learning
- COGS 118C Neural Signal Processing
- COGS 118D Computational Modeling and Analysis of Human Behavior
- COGS 181 Neural Networks and Deep Learning
- COGS 182 Introduction to Reinforcement Learning
- CSE 106 Discrete and Continuous Optimization
- CSE 150A Introduction to Artificial Intelligence: Probabilistic Reasoning and Decision-Making
- CSE 151A Machine Learning: Learning Algorithms
- CSE 152A Introduction to Computer Vision I
- CSE 166 Image Processing
- CSE 55 Foundations of Artificial Intelligence and Machine Learning
- DSC 120 Signal Processing for Data Analysis
- DSC 155 Hidden Data in Random Matrices
- DSC 40A Theoretical Foundations of Data Science I
- DSC 97 Internship in Data Science
- DSC 98 Directed Group Study in Data Science
- DSC 99 Independent Study in Data Science
- ECE 174 Introduction to Linear and Nonlinear Optimization with Applications
- ECE 176 Introduction to Deep Learning and Applications
- ECON 113 Mathematical Economics
- ECON 122 Econometric Theory
- ECON 172A Operations Research A
- ECON 173A Financial Markets
- MAE 130 Advanced Vibrations
- MAE 146 Introduction to Machine Learning Algorithms
- MAE 40 Linear Circuits
- MATH 102 Applied Linear Algebra
- MATH 109 Mathematical Reasoning
- MATH 110 Introduction to Partial Differential Equations
- MATH 111A Mathematical Modeling I
- MATH 112A Introduction to Mathematical Biology I
- MATH 130 Differential Equations and Dynamical Systems
- MATH 150A Differential Geometry
- MATH 152 Applicable Mathematics and Computing
- MATH 155A Geometric Computer Graphics
- MATH 157 Introduction to Mathematical Software
- MATH 168A Topics in Applied Mathematics—Computer Science
- MATH 170A Introduction to Numerical Analysis: Linear Algebra
- MATH 171A Introduction to Numerical Optimization: Linear Programming
- MATH 173A Optimization Methods for Data Science I
- MATH 174 Numerical Methods for Physical Modeling
- MATH 180B Introduction to Stochastic Processes I
- MATH 181A Introduction to Mathematical Statistics I
- MATH 182 Hidden Data in Random Matrices
- MATH 185 Introduction to Computational Statistics
- MATH 187B Mathematics of Modern Cryptography
- MATH 188 Algebraic Combinatorics
- MATH 189 Exploratory Data Analysis and Inference
- MATH 194 The Mathematics of Finance
- MATH 20D Introduction to Differential Equations
- MATH 20E Vector Calculus
- MATH 274 Numerical Methods for Physical Modeling
- MATH 31BH Honors Multivariable Calculus
- MGT 151R Business Analytics
- MGT 153 Information Technology in Business Analytics
- MGT 160 Experiments in Firms
- SE 101C Mechanics III: Vibrations
- SE 125 Statistics, Probability and Reliability
- SE 130B Structural Analysis II
- SIO 175 Analysis of Oceanic and Atmospheric Data
- SIO 178 Geophysical Fluid Dynamics