Turning Software Engineers into Machine Learning Engineers.
Alexander SchiendorferCarola GajekWolfgang ReifPublished in: Teaching ML (2020)
Keyphrases
- software engineers
- machine learning
- software engineering
- software maintenance
- software systems
- software development
- database applications
- source code
- program comprehension
- reverse engineering
- machine learning algorithms
- decision trees
- information extraction
- data mining
- software components
- machine learning methods
- support vector machine
- computational intelligence
- knowledge acquisition
- text mining
- databases
- learning algorithm
- pattern recognition
- artificial intelligence
- software architecture
- development process
- software projects
- feature selection
- uml diagrams
- software industry
- software developers
- information systems
- design patterns
- database systems
- reinforcement learning
- cooperative
- database management systems
- data analysis
- learning process
- natural language processing