Tutorials

No. Tutorial Primary TAs
1 Software Installation ( Page) Ting, Jia Li, Xiaoan
2 A Brief Introduction to the Bash Shell ( Page | Video) Ting, Jia Li, Xiaoan
3 Using Git and GitHub ( Page | Video) Amanda, Ting, Wei-lin
4 Introduction to Python for Data Analysis ( Page | Video) Amanda, Wei-lin, Johanna
5 Writing Scripts in Python ( Page | Video) Amanda, Tzu Yun, Wei-lin
6 Project Management ( Page | Video) Ting, Johanna, Yong Sheng
7 Open Data ( Page | Video) Ting, Trevor, Yong Sheng
8 Machine Learning Basics ( Page | Video) Amanda, Ting, Jia Li
9 High-Performance Computing ( Page | Video) Wei-lin
10 The Brain Imaging Data Standards and Applications (BIDS) ( Page | Video) Amanda, Tzu Yun, Jia Li
11 Introduction to Deep Learning ( Page | Video) Amanda, Xiaoan
12 Machine Learning for Neuroimaging ( Page | Video) Amanda
13 Applications for Deep Learning in Neuroimaging ( Page | Video) Amanda, Jia Li, Trevor
14 fMRI Connectivity ( Page | Video) Tzu Yun, Wei-lin, Johanna
15 fMRI Parcellation ( Page | Video) Wei-lin, Johanna
16 MNE-Python & EEG-BIDS ( Page | Video) Amanda, Ting, Xiaoan
17 Research Data Management Using DataLad ( Page | Video) TBD
18 Neuroimaging Data and File Structure in Python ( Page | Video) Amanda, Jia Li, Trevor
19 Introduction to dMRI ( Page | Video) Yong Sheng
20 SPINAL CORD MRI ( Page | Video) Yong Sheng
21 Introduction to Data Visualization in Python ( Page | Video) Amanda, Jia Li, Trevor
22 Python Packaging ( Page | Video) Amanda, Jia Li
23 Software Testing and Continuous Integration ( Page | Video) Ting
24 Containers ( Page | Video) Amanda

See 4-week order for the International Phase BrainHack School.

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