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SFWRENG 4AL3

Applications of Machine Learning

Undergraduate

Fall 2026 · Applications Of Machine Lrning · C01

Readings

  • eText An Introduction To Statistical Learning With Applications In Python - 6 Months Access
    James · Suggested
    ISBN 9783031387470; 9783031391897
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 · Applications Of Machine Lrning · C01

Readings

  • Oer: An Introduction To Statistical Learning Ed: NUL
    James · NUL · Required
  • Oer: Deep Learning Ed: NUL
    Goodfellow · NUL · Required
  • Oer: Mathematics For Machine Learning Ed: NUL
    Peter · NUL · Required
Sources