Developing Open Source Educational Resources for Machine Learning and Data Science.
Ludwig BothmannSven StrickrothGiuseppe CasalicchioDavid RügamerMarius LindauerFabian ScheiplBernd BischlPublished in: Teaching ML (2022)
Keyphrases
- data science
- machine learning
- educational resources
- open source
- big data
- statistical learning
- learning objects
- learning resources
- e learning
- educational content
- science education
- digital libraries
- learning systems
- ieee lom
- open educational resources
- metadata elements
- metadata
- learning object repositories
- text classification
- educational material
- business intelligence
- reinforcement learning
- learning object metadata
- feature selection
- decision trees
- data analysis
- model selection
- authoring tool
- learning technologies
- semi supervised learning
- learning algorithm
- data mining