Course Material

The following books  will be used in the course

• Machine Learning Links to an external site., by Lindholm, Wahlström, Lindsten and Schön. The manuscript is  available for free here Links to an external site..
• Modeling and Identification of Dynamic Systems, Ljung and Glad, Hansson, second edition. Sold by KFS, Links to an external site. Bokus Links to an external site., Adlibris Links to an external site.. (It is possible to get by in the course using the first edition of the book, if you have got hold on such a copy instead). Update: Book at KFS seems to be sold out.

I would like to express my thanks to Lindholm et al making their manuscript freely available (as well as other material) !

We will not read all of the two books. You will find the exact reading assignments attached to each lecture.

For each week there is information in Canvas with reading assignments, lecture, exercise info and more information.  There are in some cases also some "Additional Material" collected in a separate page.  This 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 your understanding. (Note that to access some material you need to have answered the first quiz.)