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itn-course

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This course introduces more advanced tools to increase the reproducibility of data analyses; building upon the Intro to Reproducibility course. GitHub, Docker, Code Review, and GitHub actions are discussed.

  • Updated Sep 1, 2026
  • HTML

This course on AI for software development explores the use of AI large language models (ChatGPT, Bard, etc) and their potential benefits and challenges. Hands-on activities show the ways in which AI can speed up software development tasks and free up time for more creative and strategic work, maximizing benefits/efficiency while limiting harm.

  • Updated Sep 1, 2026
  • CSS

This course covers the pitfalls of informatics research and discusses best practices and tools to overcome the challenges of working with and managing multidisciplinary teams. It also covers guidelines to promote diversity and inclusion in your lab and research.

  • Updated Aug 1, 2025
  • CSS

This course covers how to use containers for scientific software development. Scientific software benefits from the concepts of continuous integration (CI) and continuous deployment (CD). Containers play a critical role in CI/CD by providing a consistent, portable, and isolated environment for building, testing, and deploying software.

  • Updated Sep 1, 2026
  • CSS

This course introduces the concepts of reproducibility and replicability in the context of cancer informatics. It is the first course in a two part course on reproducibility. It uses hands-on exercises to demonstrate in practical terms how to increase the reproducibility of data analyses.

  • Updated Sep 1, 2026
  • HTML

This course is designed to help researchers and investigators understand the key principles of data management from an ethics, privacy, security, usability and discoverability perspective.

  • Updated Aug 12, 2025
  • TeX

This course is designed to help researchers understand clinical data, covering questions such as: Where does clinical data come from? What makes it unique? What are special considerations for its handling and management?

  • Updated Sep 1, 2026
  • TeX

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