Data scientist under the Da.Re perspective: analysis of training offers, skills and challenges.
Flavia PiresJosé BarbosaPaulo LeitãoPublished in: INDIN (2018)
Keyphrases
- data analysis
- data sets
- original data
- statistical analysis
- correlation analysis
- data collection
- database
- data distribution
- data structure
- image data
- synthetic data
- knowledge discovery
- complex data
- training data
- data sources
- small number
- statistical methods
- computer systems
- databases
- data mining
- big data
- data acquisition
- experimental data
- missing data
- training examples
- training samples
- machine learning
- data points
- prior knowledge
- training set
- learning environment