Machine Learning Operations (MLOps): Overview, Definition, and Architecture.
Dominik KreuzbergerNiklas KühlSebastian HirschlPublished in: CoRR (2022)
Keyphrases
- machine learning
- machine learning methods
- software architecture
- data mining
- machine learning algorithms
- processing units
- active learning
- real time
- information extraction
- artificial intelligence
- learning algorithm
- data model
- reinforcement learning
- architectural design
- feature selection
- knowledge acquisition
- machine learning approaches
- inductive logic programming
- neural network
- distributed architecture
- learning tasks
- processing elements
- kernel methods
- transfer learning
- learning systems
- model selection
- text mining
- natural language processing
- support vector machine
- databases