Lernvideos
WiNoDa bietet ein Portfolio verschiedener Lernvideos an, die wir auf Grundlage unserer diversen Webinare für euch produziert haben. Klickt euch durch die verschiedenen Themenblöcke, die Links führen direkt zu den einzelnen Videos auf unserem Youtube-Kanal.
Grundlagen
- 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-Vorstellungen
Tool-Kompetenzen & 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
Daten-Visualisierung
Verschiedenes (AI, OCR, Digitalisierung...)
- 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