Developing Open Source Educational Resources for Machine Learning and Data Science.
Ludwig BothmannSven StrickrothGiuseppe CasalicchioDavid RügamerMarius LindauerFabian ScheiplBernd BischlPublished in: CoRR (2021)
Keyphrases
- data science
- machine learning
- educational resources
- open source
- statistical learning
- big data
- learning objects
- learning resources
- e learning
- digital libraries
- educational content
- metadata
- science education
- ieee lom
- learning systems
- open educational resources
- information extraction
- learning object metadata
- data analysis
- application profiles
- learning object repositories
- text mining
- unsupervised learning
- text classification
- supervised learning
- knowledge discovery
- digital repositories
- metadata elements
- learning activities
- authoring tool
- learning experience
- model selection
- natural language processing
- active learning
- reinforcement learning
- database systems
- case study
- decision making