Books and lecture notes

A public repository of the books/lecture notes I have written:

Introduction to machine learning and data mining

Currently used in the course 02450: Introduction to machine learning and data mining at DTU

@book{herlau02450,
    author      = {Herlau, Tue and Mørup, Morten and Schmidt, Mikkel N.},
    publisher   = {DTU lecture notes},
    title       = {Introduction to Machine Learning and Data Mining},
    year        = {2021},
}  

Sequential decision making

Currently used in 02465: Introduction to reinforcement learning and control at DTU

@book{herlau02465,
    author      = {Tue Herlau},
    publisher   = {DTU lecture notes},
    title       = {Sequential Decision Making},
    year        = {2021},
}

All examples are based on the same code base found in the 02465 student's gitlab repository found at: https://gitlab.gbar.dtu.dk/02465material/02465students

Note for students:

These copies may not be completely up-to-data. Always use the version of the books/lecture notes found on DTU Learn.