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Welcome!
Diversity, Equity and Inclusion
Course overview & procedure
Setup for the course
General outline
Introduction
Introduction I
Introduction II
Introduction III
Introduction III - the jupyter ecosystem & notebooks, first look at programming in Python
Introduction IV
Introduction IV - Introduction to Python - I
Introduction V
Introduction V - Introduction to Python - II
Introduction VI
Introduction VI - Introduction to Python III
New Year recap
Running experiments in Python
Analysing Experimental Data in Table Form with Pandas
Machine Learning in Python
Python module showcases
Introduction to NumPy
Introduction to SciPy
Introduction to scikit-learn & scikit-image
Visualization of different data types with python
Using Python for neuroimaging data - NiBabel
Using Python for neuroimaging data - Nilearn
Nilearn GLM: statistical analyses of MRI in Python
Functional connectivity and resting state
Structural connectivity and diffusion imaging
Preparation Machine Learning
MVPA and Searchlight with
nilearn
TensorFlow
/
Keras
Machine learning to predict age from rs-fmri
Questionnaire templates
Yoga and/or dance break
Code of Conduct
Repository
Open issue
Index
