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digital-research-skills's Introduction

digital-research-skills

Computers are now essential in all branches of science, but most researchers are never taught the equivalent of basic lab skills for research computing. Good enough practices in scientific computing

Research Computing

The Turing Way

Programming

Programming as Theory Building

Bash (The Unix Shell) Python R Julia

VSCode RStudio Jupyter Google Colab Binderhub

Version Control

Git & GitHub

High Performance Computing

Virtual Machines HPC

Artificial Intelligence

Machine Learning Deep Learning

Research Data Management

Research Data Lifecycle Project Management READMEs & Metadata

Data Management Planning

Creating a DMP

Data Collection

Qualtrics NVivo REDCap

Data Processing/Wrangling

Tidy data Spreadsheets Openrefine

Data Analysis

Data Publication

Data Preservation

Research Publication

Writing Manuscripts

Quarto Markdown LaTeX

Zotero

https://gsverhoeven.github.io/post/zotero-rmarkdown-csl/

AI Tools

Communication

Designing Posters & Presentations Conferences & Networking Research Portfolio Websites Media Social Media

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Contributors

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