UCSD
Double Major in Data Science and Cognitive Science (Specialized in Machine Learning)
2018-2022
Data Science
Lower Div Data Science
- COGS 9: Introduction to Data Science
- DSC 10: Data Science Principles
- DSC 96: Workshop in Data Science
- DSC 30: Data Structures and Algorithms
- DSC 40A: Theoretical Foundations of Data Science
- DSC 40B: Theoretical Foundations of Data Science II
- DSC 80: Practice and Application of Data Science
- COGS 108: Data Science in Practice
- COGS 109: Modeling and Data Analysis
- DSC 106: Introduction to Data Visualization
- DSC 100: Intro to Data Management
- CSE 151A: Intro to Machine Learning
- DSC 102: Systems for Scalable Analytics
- DSC 140A: Probabilistic Modeling and ML
- CSE 158: Recommender Sys&Web Mining
- DSC 190: Intro Robotics Percept. & Nav.
- DSC 180A Data Science Project I
- DSC 180B Data Science Project II
- DSC 140A Probabilistic Modeling and ML
- DSC 291: Topological Data Analysis
Math
Math Requirements (Overlap for both Majors)
- Math 20A: Calculus I*
- Math 20B: Calculus II*
- Math 20C: Multivariable Calculus & Analytic Geometry
- Math 20E: Vector Calculus
- Math 18: Linear Algebra
- Math 180A: Probability
- Math 181A: Mathematical Statistics I
- Math 189: Exploratory Data Analysis and Inference
Cognitive Science
Published Paper: Measuring Behavior 2020-21 Page 33
Lower Div COGS
- COGS 13: Field Methods: Cognition in the Wild
- COGS 14A: Intro to Research Methods
- COGS 1: Intro to Cog Sci
- COGS 17: Neurobiology of Cognition
- COGS 10: Cognitive Consequences of Technology
- COGS 8: Hands-on Computing**
- COGS 14B: Intro to Statistical Analysis**
- COGS 101B: Learning, Memory, and Attention
- COGS 100: Cyborgs Now and in the Future
- COGS 127: Data-Driven UX/Product Design
- COGS 187A: Usability and Information Architecture
- COGS 187B: Practicum in Pro Web Design
- COGS 107A. Neuroanatomy and Physiology
- COGS 107B. Systems Neuroscience
- COGS 101C: Language
- COGS 154: Communication Disorders - Children & Adults
- COGS 118B: Intro to Machine Learning II
- COGS 189 Brain Computer Interfaces
- COGS 118A Supvr/Mach Learning Algorithms
- COGS 142 Animal Communication
Other
Core Electives
- CHEM 6A: General Chemistry I
- BILD 3: Organismic & Evolutionary Bio
- BILD 1: The Cell
- SIO 109R: Bending/Curve: Climate Change
- SIO 139: Current Research in Marine Bio
- Math 87: Teaching Math: The Challenge
- LATI 50: Introduction to Latin America
- DOC 1: Diversity
- DOC 2: Justice
- DOC 3: Imagination
- HILD 12: Twentieth-Century East Asia
- TDGE 10: Theatre and Film
- PHIL 164: Technology and Human Values
Ordered within each sublist by order taken
* Passed requirements for Math 20A and 20B through high school AP Calc
** Recieved credit for COGS 8 and 14A without formally taking them due to taking identical classes in the other major