Find UC Berkeley Faculty

knowledge representation, adaptive learning, artificial intelligence, learning analytics, Recommender Systems, higher education, data science, Digital Learning Environments, cognitive modeling, Big Data in Education, Knowledge Tracing, Formative Assessment, intelligent tutoring systems, Online Learning, psychometrics, Educational Data Mining

statistics, empirical process, high-dimensional modeling, technology in education

data science, Educational Data Science, scientific computing

social research methods, higher education policy, economics of higher education

K-12 math and science education, science education, mathematics education, computing education, design-based research, computers in K-12 education, data literacy, data science education

artificial intelligence, technology, learning, mathematics, science, education, science teaching, gender equity, design of learning environments

pandemic preparedness, epidemiological modeling, genomic epidemiology and phylodynamics, public health surveillance, machine learning

astrophysics, cosmology, machine learning, Bayesian statistics

machine learning and artificial intelligence, precision health, optimization, statistics

natural language processing, machine learning, digital humanities, computational social science, data science

stochastic control and games, theory of machine learning and applications to medical and financial data analysis, applied probability and stochastic models

chemicals policy and politics, sustainable food systems, environmental STS, sustainability transitions, sustainability learning and societal change

behavior, cognition, brain, psychology, birdsong, vocal learning, audition, neurophysiology, speech perception, computational neuroscience, theoretical neuroscience

folklore, Danish culture, Danish cinema, Danish literature, 19th and 20th Century Scandinavian literature, digital humanities, culture analysis, machine learning, networks, Korean culture, public impact research/scholarship, community-engaged research / scholarship

cognitive science, phenomenology, consciousness, philosophy, theory of perception, theory of art, Wittgenstein, analytic philosophy origins

cosmology, formation of structure in the universe, dark energy, expansion of the universe, cosmic microwave background, quasars, redshift surveys

database management systems, human-computer interaction, data science, information visualization