October 21, 2016, Hopkins Marine Station, Stanford University

Outline

  • Definitions and tools

Outline

  • Definitions and tools

  • My programming origin story

Outline

  • Definitions and tools

  • My programming origin story

  • Reproducibility, collaboration and communication with open science tools
    • Lowndes et al., in prep
    • reproducibility is fundamental, but rarely tested
    • tools have changed how we do science

Outline

  • Definitions and tools

  • My programming origin story

  • Reproducibility, collaboration and communication with open science tools
    • Lowndes et al., in prep
    • reproducibility is fundamental, but rarely tested
    • tools have changed how we do science
  • Resources and recommendations
    • exposure to tools and confidence to use them

Data science and open science

Data science:

"an exciting discipline that allows you to turn raw data into understanding, insight, and knowledge" (Grolemund & Wickham 2016)

Data science and open science

Data science:

"an exciting discipline that allows you to turn raw data into understanding, insight, and knowledge" (Grolemund & Wickham 2016)

Data science and open science

Data science:

"an exciting discipline that allows you to turn raw data into understanding, insight, and knowledge" (Grolemund & Wickham 2016)

Open science:

"the concept of transparency at all stages of the research process, coupled with free and open access to data, code, and papers" (Hampton et al. 2014)

Open science tools

Open science workflow

Open science workflow

My programming origin story