Find UC Berkeley Faculty

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

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

innovation, entrepreneurship, big data, cartography

data science, statistics, machine learning

applied statistics, functional genomics, translational bioinformatics, high dimensional and integrative genomic/genetic data analysis, network modeling, hierarchical multi-lable classification

statistical computing, data privacy, data science

computer science, database systems, distributed systems

financial economics, big data, machine learning, information frictions

commercializing breakthroughs, invention, innovation, patents, big data, ethics and technology, leadership

program analysis, program synthesis, database application performance, big systems, big data, database management, database management systems, database design and construction, programming languages and compilers, programming languages

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

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

critical cartography, artificial intelligence, media geographies, critical GIS and data studies, cultural memory and landscape, Indigenous mapping, settler-colonial studies, politics of representation - textualization - and visuality, digitalities

social informatics, digital transformation, knowledge, social and cultural studies

cosmic reionization, experimental cosmology, radio interferometry, digital signal processing, observational astrophysics

finance, behavioral economics, labor and finance, role of information technology in financial markets

mortality, fertility, aging, social inequality, mathematical demography, economic demography, quantitative methods, United States, Europe

physics

punishment & society, criminal law, risk and the law, law & society

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

control theory, optimization, power systems

technology, privacy, artificial intelligence, government regulations, corporate compliance