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NeuroData Science
Schedule
Getting Started
Welcome
Schedule at a Glance
Setup
Day 1
Introduction to the course
Reproducibility issues and solutions
Epistemiology and Lessons from the Past
Introduction to bash
Introduction to git
Introduction to GitHub
Day 2
Introduction to Python
Introduction to Re-executability and Virtualization
Day 3
Standards for project management and organization
Compute Canada
Day 4
Introduction to data visualization
Multivariate statistics and matrix factorizations
Introduction to machine learning
Day 5
Introduction to Deep Learning
Introduction to data visualization
Course presentation available here
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Course materials available here
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