DATASCI 3ML3
INTRODUCTION TO NEURAL NETWORKS AND MACHINE LEARNING
A practical introduction to neural network algorithms and their applications in machine learning using Python. Supervised learning (logistic regression, perceptrons, classification, trees, cost functions, …
Winter 2026 · Neural Netwrks & Machine Lrnig · C01
Readings
- Etext Machine Learning Refined - 6 Month Access Ed: 2ISBN 9781108575546; 9781108480727
Winter 2026 · C01
A practical introduction to neural network algorithms and their applications in machine learning using Python. Supervised learning (logistic regression, perceptrons, classification, trees, cost functions, …
Readings
- Machine Learning Refined: Foundations, Algorithms and ApplicationsCambridge University Press · ISBN 1108480721
- Deep Learning with PythonManning · ISBN 9781617294433
- Hands-on Machine LearningO'Reilly · ISBN 1492032646
Sources
- Course catalogue ↗2026–2027
- Campus Store reading list ↗Winter 2026
- Course outline / syllabus ↗Winter 2026