Training Resources

Summer Schools

Name Description
Methods in Neuroscience at Dartmouth (MIND) Nine day hands on training in computational data analysis methods via Pop-up Labs
Neurohackacademy Two week summer school in neuroimaging and data science
Complex Systems Summer School An intensive 4-week introduction to complex behavior in mathematical, physical, living, and social systems.
Summer Institute in Computational Social Science Two week summer school in computational social science.
Summer School in Social Neuroscience & Neuroeconomics One week lecture based summer school on social neuroscience and neuroeconomics.
Summer Institute in Cognitive Neuroscience Two week lecture based summer school on topics in cognitive neuroscience. 2019 will be on computational social neuroscience.
fMRI Acquisition & Analysis Three-day hands on course in fMRI data analysis.
Shanghai Neuroeconomics Summer School Two week summer school on neuroeconomics
TILES S3B2-ML Summer school on sensor based behavioral machine learning

Web Resources

Name Description
Elements of Statistical Learning Classic book on machine learning statistics.
Python Data Science Handbook Jupyter notebooks introducing principles of data science in Python
Machine-Learning Introduction to Machine Learning Coursera class
Data Science Specialization A series of courses specializing in data science from John's Hopkins Applied Statistics Department.
Principles of fMRI Coursera class on functional magnetic resonance imaging data analysis.
Dartbrains Dartmouth course on fMRI data analysis using Python
Neural Time Series Data: Theory & Practice Videos accompanying excellent introductory book to time series analysis
Mumford Brain Stats Videos providing introduction to statistics relevant for neuroimaging
Naturalistic Data Analysis Tutorials on advanced data analysis techniques for naturalistic neuroimaging data.

Want to be Added?

Either submit a pull request to our github page after adding your lab to the datafile:


or email us below.