MLOps: Automatic, Zero-Touch and Reusable Machine Learning Training and Serving Pipelines.
Deven PanchalIsilay BaranDan MusgroveDavid LuPublished in: IoTaIS (2023)
Keyphrases
- machine learning
- supervised learning
- machine learning methods
- knowledge acquisition
- artificial intelligence
- computer vision
- fully automatic
- decision trees
- pattern recognition
- test set
- training set
- machine learning algorithms
- data sets
- training process
- learning tasks
- natural language processing
- statistical methods
- training phase
- data mining
- knowledge base
- semi automatic
- computer science
- feature space
- online learning
- knowledge discovery
- learning problems
- big data
- database
- machine learning approaches
- training samples
- learning machines
- supervised machine learning