40.319 Statistical and Machine Learning
Statistical foundations of modern machine learning. Covers regression, classification, regularisation, kernel methods, tree-based models, neural networks and methods for evaluating models on engineering data.
- Course code: 40.319
- Pillar: ESD
- Term: 6
- Credits: 12
- Department: Engineering Systems and Design
- Prerequisites: 40.004
- Scheduled classes: 0
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