Concepedia

Data Science Education

Data Science Education is an academic discipline within STEM Education that focuses on the systematic instruction and learning of methods, tools, and practices for analyzing, interpreting, and communicating insights from complex and large-scale data sets.

315

Publications

12.6K

Citations

980

Authors

465

Institutions

Publications per year

2017–2026

241

Parents

Children

Publications

315

Mining Big Data in Education: Affordances and Challenges

Christian Fischer, Zachary A. Pardos, Ryan S. Baker et al. · Review of Research in Education · 2020 · 394 citations · Full text

, , +17

Data infrastructure literacy

Jonathan Gray, Carolin Gerlitz, Liliana Bounegru · Big Data & Society · 2018 · 268 citations · Full text

, , +14

Deep learning goes to school: toward a relational understanding of AI in education

Carlo Perrotta, Neil Selwyn · Learning Media and Technology · 2019 · 254 citations

, , +11

Curriculum Guidelines for Undergraduate Programs in Data Science

Richard D. De Veaux, Mahesh Agarwal, Maia Averett et al. · Annual Review of Statistics and Its Application · 2017 · 245 citations · Full text

, , +8

What do medical students actually need to know about artificial intelligence?

Liam G. McCoy, Sujay Nagaraj, Felipe Morgado et al. · npj Digital Medicine · 2020 · 233 citations · Full text

, , +9

1–5 of 315

Authors

980

  1. AC
    Austin Cory Bart

    Virginia Tech, United States

    6 publications · 142 citations

    6

    h-index

  2. DK
    Dennis Kafura

    Virginia Tech, United States

    6 publications · 142 citations

    6

    h-index

  3. BS
    Benjamin S. Baumer

    Smith College, United States

    6 publications · 656 citations

    6

    h-index

  4. ET
    Eli Tilevich

    Virginia Tech, United States

    6 publications · 142 citations

    6

    h-index

  5. CA
    Clifford A. Shaffer

    Virginia Tech, United States

    6 publications · 142 citations

    6

    h-index

1–5 of 980

Institutions

465

  1. University of California, Berkeley

    Berkeley, United States

    11 h-index

    14 publications

    1.4K citations

  2. Stanford University

    Stanford, United States

    9 h-index

    11 publications

    405 citations

  3. Smith College

    Northampton, United States

    8 h-index

    17 publications

    993 citations

  4. University of Washington

    Seattle, United States

    8 h-index

    13 publications

    554 citations

  5. Amherst College

    Amherst Center, United States

    6 h-index

    11 publications

    400 citations

  6. Virginia Tech

    Blacksburg, United States

    6 h-index

    28 publications

    678 citations

  7. Purdue University West Lafayette

    West Lafayette, United States

    6 h-index

    12 publications

    371 citations

  8. Johns Hopkins University

    Baltimore, United States

    6 h-index

    15 publications

    1.3K citations

1–8 of 465

Venues

  1. Journal of Statistics and Data Science Education

    JSDSE · 16 publications · 668 citations

    15

    h-index

  2. The American Statistician

    10 publications · 654 citations

    10

    h-index

  3. Harvard Data Science Review

    10 publications · 307 citations

    10

    h-index

  4. arXiv (Cornell University)

    Repository · 8 publications · 135 citations

    8

    h-index

  5. Teaching Statistics

    6 publications · 134 citations

    6

    h-index

1–5