Who Needs MLOps: What Data Scientists Seek to Accomplish and How Can MLOps Help?
Sasu MäkinenHenrik SkogströmEero LaaksonenTommi MikkonenPublished in: WAIN@ICSE (2021)
Keyphrases
- data sets
- data collection
- database
- training data
- experimental data
- image data
- application domains
- bayesian networks
- data analysis
- high energy physics
- complex data
- big data
- data mining algorithms
- labeled data
- computer systems
- data processing
- high quality
- databases
- data structure
- probability distribution
- data points
- data sources
- data model
- high dimensional data
- missing data
- small number
- remote sensing
- information systems
- data distribution
- raw data
- noisy data
- machine learning
- neural network