2020 Schedule
July 27th – July 31st 2020 (all times are PDT)
Week 1
Morning
Afternoon
Evening
Monday
7:00am
Introduction to NeuroHackademy
8:00am
Reproducibility in fMRI: What is the problem?
9:30am
Ethical considerations in neuroimaging data science and beyond
10:30am
12:00pm
Introduction to programming in Python
12:00pm
2:00pm
From interactive exploration to reproducible data science: Jupyter, Binder, Travis and friends.
3:00pm
Tuesday
7:00am
Version control with git/GitHub
7:00am
9:00am
Data manipulation in Python (Numpy/Pandas)
9:00am
Creating share-able Python libraries
12:00pm
Introduction to Machine Learning
12:00pm
1:30pm
Meta-analysis and reproducibility
1:30pm
The difference between prediction and explanation
3:00pm
Wednesday
7:00am
7:00am
NiBabel: Neuroimaging data and file structures in Python
9:00am
9:00am
11:00am
Brain Imaging Data Structure (BIDS)
11:00am
High Stakes Neuroimaging: A transition to translational medicine in industry
12:00pm
Visualizing invasive and non-invasive EEG data
12:00pm
Introduction to the Geometry and Structure of the Human Brain
1:30pm
Word embeddings as priors for language encoding models
1:30pm
Reproducibility: what you need to know from epistemology to statistics
3:00pm
Thursday
7:00am
Machine learning for neuroimaging
9:00am
9:00am
Cloud computing for neuroimaging
11:00am
Panel discussion: neuroimaging and data science careers
12:00pm
Testing and accounting for confounding variables
12:00pm
1:30pm
1:30pm
Panel discussion: Python ecosystem Q&A
3:00pm
Friday
Week 2
Morning
Afternoon
Evening
Monday
3:00pm
Tuesday
3:00pm
Wednesday
3:00pm
Thursday
3:00pm
Friday
3:00pm