Tutorials Overview¶
All of the tutorial modules below can be found in the HDCC_Sandbox_tutorials GitHub repository.
Module 1: Access the Sandbox →
Learn how to connect to and launch the Sandbox environment via the NBDC Data Access Platform.
Module 2: Using the Sandbox Desktop →
Learn how to navigate the virtual desktop environment and clone external repositories into the Sandbox for analysis.
Module 3: RStudio Setup →
Launch RStudio Server inside the Sandbox and install dependencies required for the tutorial examples.
Module 4: Volumetric Analysis (Jupyter) →
Explore developmental trajectories of volumetric outputs from the BIBSnet pipeline using Jupyter notebooks.
Module 5: Diffusion Statistical Testing (QSIRecon) →
Perform scalable statistical analysis of diffusion outputs without breaking the bank on memory using the modelarray package. Users will examine the trajectory of diffusion outputs from QSIRecon.
Module 6: Multivariate Prediction (XCP-D) →
Apply dimensionality reduction and predictive modeling to functional connectivity outputs. Users will examine how the trajectory of functional connectivity data impacts cognitive outcomes.