Core skills in Digital Scholarship
- Introduction to Git and GitHub
- Introduction to the Unix Shell
- Intermediate Unix Shell
- Introduction to APIs
- Building a project website with Jekyll and Github Pages
- Intermediate Jekyll
- Introduction to Web Scraping Concepts
- Introduction to Web Scraping with Python
- Introduction to Markdown digital workflows
- Setting up a Development Environment
- Introduction to Docker
- Introduction to Text Analysis with Voyant and NLTK
- Introduction to Regular Expressions
Digital Toolkit: survey sessions on tools in Digital Scholarship
- Survey of Digital Exhibit tools
- Introduction to Minimal Digital Exhibits with Wax
- Building Digital Exhibits with Omeka
- Introduction to Jupyter Notebooks
- Introduction to Voyant Tools
- Survey of Citizen Science tools and platforms
- Introduction to Digital Storytelling with Twine
- HathiTrust’s Data and Analysis Tools for Text Mining Research
- Survey of common Digital Workflow tools for projects
- Introduction to Podcasting with Audacity
- Working with Wikipedia and Wikidata
- Research workflows, tools, and data management for Digital Storytelling
- Introduction to TEI and creating XML Files in Oxygen
Special Topics in Digital Scholarship
Data analysis and visualization
- NVivo (qualitative data analysis, two modules)
- Data analysis and visualization in R (six one-hour modules)
- Data Analysis and Visualization in R (three two-hour modules)
- Working with data in Excel (two modules)
- Principles of data visualization
- Intro to data visualization with Tableau
- Designing dashboards with Tableau
- Introduction to Python for data analysis
- Introduction to SPSS for statistical analysis
Geographic information systems (GIS)
- Understanding Spatial Data: Map Projections
- Intro to ArcGIS Online and StoryMaps
- Diving Deeper with ArcGIS Online StoryMaps
- Spatial Network Analysis with QGIS
- Intro to Spatial Data Analysis with R
- Geocoding and Web Mapping with Python
- Geospatial Analysis and Visualization with Python
- Web mapping with LeafletJS
- GIS Data Normalization and Classification
- Introduction to ArcGIS Pro
- Map Production with QGIS
- Introduction to MapBox
Research Data Management
- File Naming
- File Formats
- Creating a README file
- Directories Structure
- Metadata basics: describing research data
- Deposit in UBC Dataverse Collection: Basic Deposit
- Deposit in UBC Dataverse Collection: Advanced Deposit
- Deposit in UBC Dataverse Collection: Admin Deposit
- Deposit in UBC Dataverse Collection: Geomatics Deposit
- Introduction to the OSF
- Create a Data Management Plan
Citation management
- Choose the right Citation Management Tool for your Research (Beginner)
- Citation Management using RefWorks (Intermediate)
- Citation Management using Zotero (Intermediate)
- Citation Management using Mendeley (Intermediate)
- Citation Management for Researchers Using Multilingual Materials, Part 1
- Citation Management for Researchers Using Multilingual Materials, Part 2