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Digital Literacy in Higher Education - Home Digital Literacy in Higher Education - Home
  • Welcome!

Getting Started

  • Course Overview & Procedure
  • Introduction - Digital literacy
    • Excercise: Practical Implications of Digital Literacy

Information & Media Literacy

  • Information & Media Literacy: Introduction
  • Project Design in the Digital Age
  • Find and evaluate Data Sources, Published Research & Literature Review Strategies
  • Scientific Writing & Digital Tools
  • Documentation and other Academic Content
  • Introduction to Version Control using Git
  • Online version control: GitHub
  • Data Management

Digital Literacy: Coding

  • Programming in Empirircal Research
    • Learn to code - the basics
    • Intro to Python
      • Introduction V - Introduction to Python - I
      • Introduction VI - Introduction to Python II
      • Introduction VII - Introduction to Python III
    • Intro - The (unix) command line: BASH

Communication/Collaboration

  • Communication and Collaboration in Modern Science
    • Digital Storytelling
    • Digital Collaboration
    • Network & Outreach
    • Science communication: Publication and Beyond

Digital Scholarship

  • Digital Scholarship/Academic Practice
    • Big Data Analytics
    • Cloud Computing
    • Digital Scholarship: Applied Fields
    • Machine Learning/AI:
    • Models, AI and all other buzz words
      • Supervised or unsupervised & model types
      • Model evaluation & cross-validation
      • Deep learning basics

Advanced Information

  • Introduction to NumPy
  • Introduction to SciPy
  • Introduction to scikit-learn & scikit-image
  • Electroencephalography
    • MNE python for EEG analysis
    • EEG preprocessing with MNE
    • MNE Workflow tutorial

Miscellaneous

  • Diversity, Equity, and Inclusion
  • Code of Conduct
  • Repository
  • Open issue

Index

By Michael Ernst, Felix Körber

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