An integrated, modular approach to data science education in microbiology
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Lisa M. McEwen | Steven J. Hallam | Kimberly A. Dill-McFarland | Stephan G. König | Florent Mazel | David C. Oliver | Kris Y. Hong | S. Hallam | F. Mazel | L. McEwen | K. Dill-McFarland | Kris Y Hong
[1] L. Vygotsky. Mind in Society: The Development of Higher Psychological Processes: Harvard University Press , 1978 .
[2] M. Schatz,et al. Big Data: Astronomical or Genomical? , 2015, PLoS biology.
[3] Michelle D. Brazas,et al. A global perspective on evolving bioinformatics and data science training needs , 2017, Briefings Bioinform..
[4] Ann L. Brown,et al. How people learn: Brain, mind, experience, and school. , 1999 .
[5] William Snyder,et al. Cultivating Communities of Practice: A Guide to Managing Knowledge , 2002 .
[6] R Core Team,et al. R: A language and environment for statistical computing. , 2014 .
[7] M. Maclean,et al. Swift action needed to close the skills gap in bioinformatics , 1999, Nature.
[8] Michelle K. Smith,et al. Active learning increases student performance in science, engineering, and mathematics , 2014, Proceedings of the National Academy of Sciences.
[9] Martijn P. F. Berger,et al. The effect of distributed practice on students’ conceptual understanding of statistics , 2011 .
[10] Tony Hey,et al. The Fourth Paradigm: Data-Intensive Scientific Discovery , 2009 .
[11] Sanford Weisberg,et al. An R Companion to Applied Regression , 2010 .
[12] Telecommunications Board,et al. Data Science for Undergraduates , 2018 .
[13] Tracy K. Teal,et al. A vision for collaborative training infrastructure for bioinformatics , 2017, Annals of the New York Academy of Sciences.
[14] L. S. Vygotskiĭ,et al. Mind in society : the development of higher psychological processes , 1978 .
[15] John D. Bransford,et al. Levels of processing versus transfer appropriate processing , 1977 .
[16] David F. Feldon,et al. Null effects of boot camps and short-format training for PhD students in life sciences , 2017, Proceedings of the National Academy of Sciences.
[17] Francis Jones,et al. Benefits and Drawbacks of Using Multiple Instructors to Teach Single Courses , 2012 .
[18] Cayelan C Carey,et al. Power, pitfalls, and potential for integrating computational literacy into undergraduate ecology courses , 2018, Ecology and evolution.
[19] S. Tringe,et al. A compendium of multi-omic sequence information from the Saanich Inlet water column , 2017, Scientific Data.
[20] S. Hallam,et al. A compendium of geochemical information from the Saanich Inlet water column , 2017, Scientific Data.
[21] James L. Bess. Teaching Alone, Teaching Together: Transforming the Structure of Teams for Teaching. The Jossey-Bass Higher and Adult Education Series. , 2000 .
[22] Johanna Hardin,et al. Teaching the Next Generation of Statistics Students to “Think With Data”: Special Issue on Statistics and the Undergraduate Curriculum , 2015 .
[23] Niels W. Hanson,et al. The information science of microbial ecology. , 2016, Current opinion in microbiology.
[24] John Howlett. Progressive Education: A Critical Introduction , 2013 .