The full syllabus for the 5-week AI/ML Course will available soon! In the meantime, learn more about the short course here.

Please review our instructions and recommendations for ABCD Data Access.

Each week will include a pre-recorded ML/AL video lecture.

In the spring of 2022, ABCD-ReproNim will expand its offerings to include a dedicated course for workforce development at the interface of information sciences, artificial intelligence and machine learning (AI/ML), and biological sciences. This will be a standalone event that is available in addition to the 2022 course.

Competencies and skills addressed will include training and publishing ML models, organizing and evaluating data for ML applications, and reusing existing models efficiently. Throughout these lectures, we will integrate discussions of ethical, legal, and social implications, including but not limited to: biases in datasets, algorithms, and applications; concerns related to privacy and confidentiality; impacts on disadvantaged or marginalized groups and health disparities; and unintended, adverse social consequences of research and development.

  • Week 1 - February 28, 2022

  • event

    FAIR for and FAIRness in AI/ML Applications

  • Week 2 - March 7, 2022

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    Core Concepts in ML

  • Week 3 - March 14, 2022

  • event

    Neuroimaging ML

  • Week 4 - March 21, 2022

  • event

    Interpretable/Explainable ML

  • Week 5 - March 28, 2022

  • event

    Introduction to Deep Learning

  • Project Month: April 4 - April 29, 2022

  • event

    April 4: Overview and Discussion

  • April 8: Project Pitches

  • event

    April 11-14: Work on Projects

  • April 15: Progress Report

  • event

    April 18-21: Work on Projects

  • April 22: Progress Report

  • event

    April 25-27: Wrap Up Projects

  • April 28 & 29: Final Presentations