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Courses

Discover AI and machine learning courses offered at Linköping University to build your expertise.

General AI & Machine Learning

Code	Name	Area	Semester	Period	Block	Credits	Level	E/C
TDDE01	Machine Learning	General	Autumn	2	1	6	A1X	V
TDDE15	Advanced Machine Learning	General	Autumn	1	1	6	A1X	E
TDDE19	Advanced Project Course - AI and Machine Learning	General	Autumn	1	4	6*	A1X	E
TNM114	Artificial Intelligence for Interactive Media, Project	General	Autumn	1	2	6	A1X	E
TDDD89	Scientific Method	General	Autumn	2	3	6	A1X	C
TDDC17	Artificial Intelligence	General	Autumn	1	3	6	G2X	C
TNM095	Artificial Intelligence for Interactive Media	General	Autumn	1	2	6	A1X	E
TDDD48	Automated Planning	General	Spring	2	1	6	A1X	E
TDDD08	Logic Programming	General	Autumn	1	4	6	A1X	E
TBMI26	Neural Networks and Learning Systems	Neural Networks	Spring	1	2	6	A1X	E
TDDE70	Deep Learning	Neural Networks	Spring	1	1	6	A1X	E

Applied AI & Machine Learning

Code	Name	Area	Semester	Period	Block	Credits	Level	E/C
TSBB19	Machine Learning for Computer Vision	Computer Vision	Autumn	1	2	6	A1X	E
TBMI02	Medical Image Analysis	Computer Vision	Autumn	2	1	6	A1X	E
TSBB34	Computer Vision for Video Analysis	Computer Vision	Spring	2	-	6	A1X	E
TSBB33	3D Computer Vision	Computer Vision	Spring	2	-	6	A1X	E
TSBB06	Multidimensional Signal Analysis	Computer Vision	Autumn	1 & 2		6	A1X	E
TBMI04	eHealth: Aims and Applications	Medtech	Autumn	2	2 & 4	6	G2X	E
TDDE09	Natural Language Processing	NLP	Spring	1	2	6	A1X	E
TDDE16	Text Mining	NLP	Autumn	2	2	6	A1X	E
TDDE05	AI Robotics	Robotics	Spring	1	4	6*	A1X	E
TSRT14	Sensor Fusion	Robotics	Spring	1	3	6	A1X	E
TSFS12	Autonomous Vehicles - Planning, Control, and Learning Systems	Robotics	Autumn	1	1	6	A1X	E
TSRT92	Modelling and Learning for Dynamical Systems	Robotics	Autumn	1	3	6	A1X	E

Statistics

Code	Name	Area	Semester	Period	Block	Credits	Level	E/C
TDDE07	Bayesian Learning	Statistics	Spring	2	2	6	A1X	E
TAMS43	Probability Theory and Bayesian Networks	Statistics	Autumn	1	4	6*	A1X	E
TPPE78	Quantitative Models and Analysis in Operations Management	Statistics	Spring	1	1	6	A1X	E
TAMS41	Statistisk modellering med regressionsmetoder	Statistics	Autumn	2	3	6	A1X	V