Find UC Berkeley Faculty

physical electronics, artificial intelligence, computer architecture & engineering, information / data / network / communication science, integrated circuits

education, cognition, conceptual development, science education, design of technology for education, computational literacies

statistics, machine learning, data science, applied statistics, statistical computing, computational biology, computational genomics, precision medicine, precision health

global change, natural climate solutions, Dynamic Vegetation, carbon cycle, ecophysiology, land-atmosphere interactions, biogeochemistry, micrometeorology, remote sensing, mathematics and data science

causal inference, survey data analysis

innovation, entrepreneurship, big data, cartography

science education, community ecology, plant ecophysiology, global change biology, biogeography, macroecology

causal inference, data integration, federated learning and transfer learning, electronic health records, clinical trials, High Dimensional Data Analysis

computer science, electrical engineering, vision science, computer vision, robotics

data journalism, investigative journalism, disability, inequality, criminal justice

race and gender, urban schooling, organizational contexts of teachers' work, educational equity, African American students in schools

history of science, History of Mathematics, history of technology, science and society, science studies, STS

targeted learning, real-world data integration in RCTs, sequential adaptive designs, computational biology and genomics, censored data and survival analysis, medical research, inference in longitudinal studies

financial economics, big data, machine learning, information frictions

optimization, machine learning, data-driven decision-making

crime, criminal justice, drug control, health disparities, mass incarceration, mental health, mixed methods, policing, prisons, punishment, risk, reentry, substance abuse, trauma, violence, race and gender, artificial intelligence, data science, social work and education, public impact research/scholarship

computational materials science

neuroimaging data analysis, deep brain stimulation, brain-computer-interface, statistical machine learning, deep learning, reinforcement learning, networks data analysis, functional data analysis, tensor analysis, ordinary differential equations, dimension reduction, high dimensional inference

designed learning environments, Cultural dimensions of learning, language and literacy learning for dual language learners, biliteracy, new media literacies, social organization of learning, ethnographic methodology and qualitative approaches to inquiry, design experiment/social design experiments, education of Latino, immigrant, migrant youth, urban education, teacher learning, educational and language policy

labor markets, human resources, data analysis and statistical methods

community psychology, educational inequality and the achievement gap, teacher expectations and self-fulfilling prophecies, classroom and school reform

philosophy of science, metaphysics, cognitive science

privacy, information privacy law, data protection law, law and technology