Towards Data Science Design Patterns.
Michael R. BertholdDashiell BrookhartSchalk GerberSatoru HayasakaMaarit WidmannPublished in: IDA (2023)
Keyphrases
- design patterns
- data science
- big data
- statistical learning
- machine learning
- software engineering
- object oriented
- object oriented software
- software architecture
- software design
- usage scenarios
- database driven
- software systems
- design principles
- process model
- specific problems
- ontology driven
- data analysis
- supervised learning
- model view controller
- information processing
- model selection
- data processing
- learning objects
- relational databases
- metadata
- artificial intelligence
- data mining
- databases