The following books will be used in the course. We will not read all of the two books. You will find the exact reading assignments attached to each lecture.

Machine Learning, by Lindholm, Wahlström, Lindsten and Schön. The book is available for free here. If you want a paper copy it is solded by Bokus or Adlibris. The book is used in study period 1.
Modeling and Identification of Dynamic Systems, Ljung and Glad, Hansson, second edition. Sold by KFS, Bokus, Adlibris. The book is used in study period 2.

We are grateful to Lindholm et al for making their manuscript freely available (as well as other material)!

For each week there will be information in Canvas with reading assignments, lectures, exercise info and more information. There are in some cases also some "Additional Material" collected on a separate page. The additional material gives more information for the ambitious student for further study. Take some minutes to browse this additional material and decide how much time you should spend on it. It will not be needed for passing the exam, but can be helpful for deeper understanding. (Note that to access this material you need to have answered the first "start-quiz".)

You can download the code used in the lectures at this github repository.