TensorFlow Data Validation: Data Analysis and Validation in Continuous ML Pipelines.
Emily CavenessPaul Suganthan G. C.Zhuo PengNeoklis PolyzotisSudip RoyMartin ZinkevichPublished in: SIGMOD Conference (2020)
Keyphrases
- data analysis
- data collection
- data sets
- big data
- data sources
- data processing
- knowledge discovery
- synthetic data
- experimental data
- database
- high dimensional data
- statistical analysis
- data visualization
- databases
- original data
- training data
- input data
- small number
- data points
- data quality
- high quality
- computer systems
- high dimensional
- business intelligence
- data objects
- xml documents