Coursework

Current:
CS 185: Deep Reinforcement Learning
CS 294-279: Data Science for Social Change
PUBPOL 190-9: Berkeley Risk and Security Accelerator
MUSIC 41B: Carillon Lessons

Computing:
CS 61A: Structure and Interpretation of Computer Programs
CS 61B: Data Structures
CS 61C: Great Ideas of Computer Architecture (Machine Structures)
CS 70: Discrete Mathematics and Probability Theory
CS 170: Efficient Algorithms and Intractable Problems
CS 180: Computer Vision and Computational Photography
CS 182: Deep Neural Networks
CS 189: Machine Learning
CS 294-166: Foundations of Beneficial AI
CS 294-286: Machine Learning & Human Behavior
DATA 6: Computational Thinking with Data (A+)
DATA 8: Foundations of Data Science (A+)
DATA 100: Principles & Techniques of Data Science (A+)
DEMOG 180: Social Networks
EECS 16A: Designing Information Devices and Systems I
EECS 16B: Designing Information Devices and Systems II
EECS 126: Probability and Random Processes
EECS 127: Optimization Models in Engineering
INFO 159: Natural Language Processing

Policy/Social:
CS 39: Technology, Society, and Power
NWMEDIA 151AC: Transforming Tech: Issues & Interventions in STEM & Silicon Valley (A+)
NWMEDIA 131: Digital Infrastructure 101: The Hidden Foundations of the Internet (A+)
PUBPOL 101: Public Policy Analysis (A+)
PUBPOL 103: Wealth and Poverty (with former U.S. Secretary of Labor Robert Reich)
PUBPOL 155: Security Policy (with former U.S. Secretary of Homeland Security Janet Napolitano)
PUBPOL 190-1: AI Policy
PUBPOL 190-9: National Security and Intelligence Seminar (with former U.S. Secretary of Homeland Security Janet Napolitano)
PUBPOL 190-10: Technology, Risk, and Security Colloquium
PUBPOL 220: Law and Public Policy
PUBPOL 290-2: Technology Policy
PUBPOL 290-3: Future of Cybersecurity Working Group
PUBPOL 290-15: Case Studies in Prediction, Public Policy, and AI
POLISCI 109B: Politics of Public Policy (A+)
ENVECON 170 Energy and Climate Policy in China

Note: Berkeley courses numbered 200 and greater are graduate classes.

Dual Enrollment: Multivariable Calculus, Introduction to Philosophy, Logic and Critical Reasoning, Client-Side Internet Technologies, Discrete Structures, Engineering Analysis