Machine Learning Operations (MLOps): Overview, Definition, and Architecture.
Dominik KreuzbergerNiklas KühlSebastian HirschlPublished in: IEEE Access (2023)
Keyphrases
- machine learning
- learning algorithm
- management system
- data mining
- machine learning algorithms
- decision trees
- pattern recognition
- information extraction
- transfer learning
- machine learning methods
- text mining
- network architecture
- learning tasks
- conceptual model
- explanation based learning
- computational intelligence
- processing units
- supervised machine learning
- layered architecture
- real time
- active learning
- computer science
- databases
- semi supervised learning
- database management systems
- learning systems
- text classification
- supervised learning
- data warehouse
- knowledge representation
- machine learning approaches
- data analysis