Lectures | Course Types | Neurohackademy

BIDS-iEEG in practice to map electrical stimulation driven connectivity

Breakout session

As a part of NeuroHackademy 2022, Melanie Ganz-Benjaminsen (University of Copenhagen), Taylor Salo (Florida International University), and Ariel Rokem (UW) provided a breakout session on BIDS and Liberty Hamilton (UT Austin) introduced receptive fields/encoding models.

Cloud computing

Collaboration patterns with Git

Data management for neuroimaging with datalad

Data management in Python/Pandas

Data showcase

Data visualization in Python

Deep learning

This lecture will introduce PyTorch, a common machine learning library, and will demonstrate the use of PyTorch to develop a multi-layered neural network.

Docker

Git from Scratch

In this lecture we will learn why git is important in data science, how to use git via its command line interface, and how to configure git to interact with GitHub.

Hackathon pitch session

Hands on meta-analysis / NIMARE

Introduction to machine learning / scikit learn

Introduction to Python: Control Flow

This lecture will discuss control flow in Python: conditional statements, loops, and functions.

Introduction to Python: NumPy

This lecture will give a brief introduction to using NumPy, Python’s numerical library.

Introduction to Python: the Basics

This lecture will provide a ground-up introduction to Python. We will discuss Jupyter notebooks and how to use the JupyterHub, Python variables and types, and basic Python operations.