Automating the Training and Deployment of Models in MLOps by Integrating Systems with Machine Learning.
Penghao LiangBo SongXiaoan ZhanZhou ChenJiaqiang YuanPublished in: CoRR (2024)
Keyphrases
- machine learning
- complex systems
- machine learning approaches
- learning systems
- abstraction levels
- intelligent systems
- learning algorithm
- computational models
- mathematical models
- supervised learning
- machine learning methods
- machine learning algorithms
- artificial intelligence
- training samples
- expert systems
- computational intelligence
- probabilistic model
- management system
- data driven approaches
- structured prediction
- training phase
- trading systems
- biological systems
- training process
- inductive learning
- learning tasks
- statistical models
- experimental data
- pattern recognition
- data mining
- training examples
- text classification
- text mining