Course Material

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 Links to an external site., by Lindholm, Wahlström, Lindsten and Schön. The book is  available for free here Links to an external site.. If you want a paper copy it is solded by Bokus Links to an external site. or Adlibris. Links to an external site. The book is used in study period 1.
• 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.. The book is used in study period 2.

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

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 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 Links to an external site.