Towards Productizing AI/ML Models: An Industry Perspective from Data Scientists.
Filippo LanubileFabio CalefatoLuigi QuarantaMaddalena AmorusoFabio FumarolaMichele FilanninoPublished in: CoRR (2021)
Keyphrases
- data sets
- experimental data
- data analysis
- artificial intelligence
- high quality
- data processing
- data sources
- input data
- statistical methods
- data distribution
- statistical analysis
- database
- data collection
- prior knowledge
- raw data
- neural network
- historical data
- learning models
- image data
- data structure
- knowledge base
- machine learning
- synthetic data
- predictive model
- incomplete data
- data quality
- original data
- missing values
- case study
- computer systems
- data points
- probabilistic model
- xml documents
- data model