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Welcome!
Diversity, Equity and Inclusion
Course overview & procedure
Setup for the course
General outline
Introduction
Introduction I
Introduction II
Introduction II - the jupyter ecosystem & notebooks, first look at programming in Python
Introduction II - Jupiter Notebook 7.0
Introduction III
Introduction III - Introduction to Python - I
Homework assignment #2
Introduction IV
Introduction V - Introduction to Python - II
Homework assignment #3
Introduction V
Introduction VI - Introduction to Python III
Homework assignment #4
Data analyzes I - basics in data handling
Data analyzes II - data visualization and analyses
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
The use of AI
Code of Conduct
Repository
Open issue
Index
