Training Future Machine Learning Engineers: A Project-Based Course on MLOps.
Filippo LanubileSilverio Martínez-FernándezLuigi QuarantaPublished in: IEEE Softw. (2024)
Keyphrases
- machine learning
- computational intelligence
- supervised learning
- covariate shift
- computer vision
- machine learning algorithms
- machine learning methods
- learning algorithm
- learning systems
- training examples
- learning tasks
- inductive logic programming
- knowledge discovery
- inductive learning
- active learning
- decision trees
- knowledge representation
- pattern recognition
- computer scientists
- training phase
- unsupervised learning
- semi supervised learning
- training process
- training algorithm
- graduate students
- kernel methods
- statistical methods
- multi layer perceptron
- learning machines
- machine learning systems
- knowledge acquisition
- test set
- design process
- model selection
- data sets
- text classification
- information extraction
- long term
- training set
- data analysis
- learning environment
- case study
- information systems
- artificial intelligence
- information retrieval
- data mining
- neural network