COMPSCI 4AL3
Applications of Machine Learning
Fall 2026 · Applctns Of Machine Learning · C01
Readings
- Mathematics For Machine Learning Ed: 1ISBN 9781108455145
- An Introduction To Statistical Learning: With Applications In PythonISBN 9783031387463
Fall 2026
Topics
- Overview of data engineering
- Human-computation architectures
- Supervised approaches (neural networks
- Unsupervised approaches (clustering/topic modelling
- Human-in-the-loop approaches (reinforcement learning
Fall 2025 · Applctns Of Machine Learning · C01
Readings
- Oer: An Introduction To Statistical Learning Ed: NUL
- Oer: Deep Learning Ed: NUL
- Oer: Mathematics For Machine Learning Ed: NUL