The Principles of Machine Learning
By the end of the workshop, participants will be able to:
- Understand basic machine learning concepts and terminology
- Recognise common ML algorithms and their appropriate applications
- Prepare and preprocess data for ML modelling
- Build, train, and evaluate simple ML models
- Interpret model performance using standard evaluation metrics
- Identify common issues such as overfitting and underfitting
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