Learning videos
WiNoDa offers a portfolio of various educational videos, which we have produced for you based on a range of our webinars. Explore the different topics; the links will take you directly to the individual videos on our YouTube channel.
Basics
- Introduction to Research Data Management
- Introduction to Data Science
- Be FAIR and CARE – Core Principles for Open Science in Research with Objects
- Data Ethics and Open Science
- Introduction to Open Science in Object-Related Research
- PID and Why They are Important in Repositories
- Data Standards For Natural Science Collections
- Data Management Planning – a BiodiversiTea session
Tool Presentations
Tool Competency & Trainings
- Data-Management with SQL: Hands-on Session
- SQL with Archaeological Data
- Open Refine I: Cleaning Messy Data With Ease
- Open Refine II: Enriching Data
- Learning to use Galaxy: Introduction and Hands-on
- Introduction to GIS – With Natural History Data
- Introduction to Machine Learning
- Hands-on Machine Learning With Python
- Inroduction to Deep Learning
- Hands-on Deep Learning
Data Visualization
Miscellaneous (AI, OCR, Digitization...)
- The Animal Sound Archive – An Open Data Source For Scientific Research
- Caught In The Web: Navigating Challenges in Digitizing The Arachnid & Myriapod Collections
- Bridging Domains: Transfer Learning in AI-Powered Text Recognition
- Reading Inventory Cards – OCR & HTR for Collection Records
- 3D Digitization & Visualization of Insects
- Mining collection labels with KIEBIDS AI pipeline
- Synergy between AI and Collection Management
- Image-Based Object Processing with AI
- Clustering Label Data