Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists.
Filippo LanubileFabio CalefatoLuigi QuarantaMaddalena AmorusoFabio FumarolaMichele FilanninoPublished in: WAIN@ICSE (2021)
Keyphrases
- data sets
- data processing
- data analysis
- high quality
- maximum likelihood
- historical data
- incomplete data
- raw data
- experimental data
- image data
- neural network
- data sources
- prior knowledge
- data mining tools
- artificial intelligence
- high energy physics
- original data
- machine learning
- missing values
- statistical analysis
- data collection
- training data
- data points
- statistical methods
- database
- data quality
- data structure
- databases
- learned models
- accurate models
- end users