Winter - 2021
Welcome!
Diversity, Equity and Inclusion
Course overview & procedure
Setup for the course
General outline
Introduction
Introduction I
Introduction II
Introduction II - the (unix) command line: bash
Introduction III
Introduction IV
Introduction IV - the jupyter ecosystem & notebooks
Introduction V
Introduction V - Introduction to Python - I
Introduction VI
Introduction VI - Introduction to Python II
Introduction VII
Introduction VII - Introduction to Python III
Running experiments in Python
Experiments I
Experimentation I - Introduction to PsychoPy I
Experiments I (alternate timeline)
Data analyses in Python
Analyses I
Data analyzes I - basics in data handling
Analyses II
Data analyzes II - data visualization and analyses
Analyses III & Finale
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
.md
.pdf
repository
open issue
suggest edit
Student projects
Student projects
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