The Art and Practice of Data Science Pipelines: A Comprehensive Study of Data Science Pipelines In Theory, In-The-Small, and In-The-Large.
Sumon BiswasMohammad WardatHridesh RajanPublished in: ICSE (2022)
Keyphrases
- data science
- big data
- cloud computing
- data management
- data analysis
- machine learning
- social media
- data processing
- statistical learning
- business intelligence
- theoretical insights
- information theory
- real world
- small number
- pattern recognition
- data warehousing
- information retrieval
- theoretical basis
- semi supervised
- relational databases
- case study
- theoretical framework
- decision making
- general theory
- data sets