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List in English

Course codes are links to either course pages in Lubas or syllabi at LTH.

Central

    Archaeology and Ancient History

    • ARKN09: Digital Archaeology, GIS in Archaeology (15 hp, Second Cycle)
    • ARKN10: Digital Archaeology, Virtual Reality in Archaeology (15 hp, Second Cycle)

    Astronomy

    • ASTM22: Computational Astrophysics (7.5 hp, Second Cycle)

    Bioinformatics

    • BINP11: Bioinformatics and Sequence Analysis (7.5 hp, Second Cycle)
    • BINP16: Programming in Python (7.5 hp, Second Cycle)
    • BINP28: DNA Sequencing Informatics I (7.5 hp, Second Cycle)
    • BINP29: DNA Sequencing Informatics II (7.5 hp, Second Cycle)

    Biology

    • BIOS13: Modelling Biological Systems (7.5 hp, Second Cycle)

    Biomedical Engineering

    • EEMN10: Computerised Measurement Systems (7.5 hp, Second cycle)

    Biotechnology / Chemical Engineering

    • KBKN10: Bioinformatics (7.5 hp, Second cycle)
    • KETN01: Process Simulation (7.5 hp, Second cycle)

    Civil Engineering

    • VSMN20: Software Development for Technical Applications (7.5 hp, Second cycle)
    • VSMN25: The Finite Element Method - Flow Analysis (7.5 hp, Second cycle)
    • VSMN30: The Finite Element Method - Structural Analysis (7.5 hp, Second cycle)

    Engineering Physics / Engineering Mathematics

    • EXTQ40: Introduction to Artificial Neural Networks and Deep Learning (7.5 hp, Second cycle)
    • FRTN60: Real-Time Systems (7.5 hp, Second cycle)
    • FRTN65: Modelling and Learning from Data (7.5 hp, Second cycle)

    Environmental Engineering

    • EXTG11: Biological Modelling (4 hp, First cycle, upper level)

    Fire Protection Engineering / Risk Management

    • VBRN85: Advanced CFD (7.5 hp, Second cycle)

    GIS

    • GISN04: Open Source GIS (7.5 hp, Second Cycle)
    • GISN06: Geographical Databases (7.5 hp, Second Cycle)
    • GISN09: Internet GIS (7.5 hp, Second Cycle)
    • GISN24: Python Programming in GIS (5 hp, Second Cycle)
    • GISN26: GIS and Distributed Hydrological Modelling (7.5 hp, Second Cycle)

    Industrial Engineering and Management

    • MION40: Simulation of Industrial Processes and Logistic Systems (7.5 hp, Second cycle)

    Informatics

    • INFC20: Advanced Database Systems (7.5 hp, First Cycle)
    • INFC55: Web Development (7.5 hp, First cycle)
    • SYSA21: Introduction to Information Systems (30 hp, First cycle)

    Information Systems

    • INFN50: Business Decision Management (7.5 hp, Second Cycle)
    • SYSB13: IS and Business Development (30 hp, First cycle)

    Information and Communication Engineering / Computer Science and Engineering

    • EDAA01: Programming - Second Course (7.5 hp, First cycle)
    • EDAA10: Computer Programming in Java (7.5 hp, First cycle)
    • EDAA20: Programming and Databases (7.5 hp, First cycle)
    • EDAA30: Programming in Java - Second Course (7.5 hp, First cycle)
    • EDAA45: Introduction to Programming (7.5 hp, First cycle)
    • EDAA50: Programming, First Course (7.5 hp, First cycle)
    • EDAA55: Programming, First Course (9 hp, First cycle)
    • EDAA65: Programming, First Course (6 hp, First cycle)
    • EDAA70: Introduction to Programming Using Python (7.5 hp, First cycle)
    • EDAF20: Database Technology (7.5 hp, First cycle, upper level)
    • EDAF25: Object-oriented Modelling and Design (7.5 hp, First cycle, upper level)
    • EDAF30: Programming in C++ (7.5 hp, First cycle, upper level)
    • EDAF50: C++ Programming (7.5 hp, First cycle, upper level)
    • EDAF75: Database Technology (7.5 hp, First cycle, upper level)
    • EDAF80: Computer Graphics (7.5 hp, First cycle, upper level)
    • EDAF95: Basics of Functional Programming (5 hp, First cycle, upper level)
    • EDAG01: Efficient C (7.5 hp, First cycle, upper level)
    • EDAG05: Agile Software Development - Project (7.5 hp, First cycle, upper level)
    • EDAN01: Constraint Programming (7.5 hp, Second cycle)
    • EDAN26: Multicore Programming (7.5 hp, Second cycle)
    • EDAN35: High Performance Computer Graphics (7.5 hp, Second cycle)
    • EDAN40: Functional Programming (7.5 hp, Second cycle)
    • EDAN95: Applied Machine Learning (7.5 hp, Second cycle)
    • EDAP01: Artificial Intelligence (7.5 hp, Second cycle)
    • EDAP10: Concurrent Programming (7.5 hp, Second cycle)
    • EDAP20: Intelligent Autonomous Systems (7.5 hp, Second cycle)
    • EDAP25: Distributed Systems (7.5 hp, Second cycle)
    • EITN95: Simulation (7.5 hp, Second cycle)
    • ETSA03: Software Engineering - Methodology (6 hp, First cycle)
    • TFRD48: Introduction to Programming (7.5 hp, First cycle)
    • TFRD49: Programming - Second Course (7.5 hp, First cycle)
    • TFRD55: Introduction to Programming Using Python (7.5 hp, First cycle)
    • TFRG65: Programming and Databases (7.5 hp, First cycle)
    • TFRG70: Efficient C (7.5 hp, First cycle, upper level)
    • TFRP20: Artificial Intelligence (7.5 hp, Second cycle)

    Mathematical Statistics

    • FMSN20/MASM25: Spatial Statistics with Image Analysis (7.5 hp, Second cycle / Second Cycle)
    • FMSN30/MASM22: Linear and Logistic Regression (7.5 hp, Second cycle / Second Cycle)
    • FMSN35: Stationary and Non-stationary Spectral Analysis (7.5 hp, Second cycle)
    • FMSN40: Linear and Logistic Regression with Data Gathering (9 hp, Second cycle)
    • FMSN45/MASM17: Time Series Analysis (7.5 hp, Second cycle / Second Cycle)
    • FMSN50/MASM11: Monte Carlo Methods for Statistical Inference (7.5 hp, Second cycle / Second Cycle)

    Mathematics

    • FMAN45: Machine Learning (7.5 hp, Second cycle)
    • FMAN95: Computer Vision (7.5 hp, Second cycle)

    Mechanical Engineering

    • FHLN05: Computational Inelasticity (7.5 hp, Second cycle)
    • MMTN35: Applied FEM - Project (7.5 hp, Second cycle)
    • MMVN05: Numerical Fluid Dynamics and Heat Transfer (7.5 hp, Second cycle)
    • MVKN70: Advanced Methods within Numerical Fluid Mechanics and Heat Transfer (7.5 hp, Second cycle)

    Numerical Analysis

    • FMNF05: Numerical Analysis (6 hp, First cycle, upper level)
    • FMNF10: Numerical Analysis (6 hp, First cycle, upper level)
    • FMNF15: Scientific Computing (6 hp, First cycle, upper level)
    • FMNN01: Numerical Linear Algebra (7.5 hp, Second cycle)
    • FMNN05: Simulation Tools (7.5 hp, Second cycle)
    • FMNN10: Numerical Methods for Differential Equations (8 hp, Second cycle)
    • FMNN25: Advanced Course in Numerical Algorithms with Python/SciPy (7.5 hp, Second cycle)
    • FMNN30: Iterative Solution of Large Scale Systems in Scientific Computing (7.5 hp, Second cycle)
    • NUMA01: Computational Programming with Python (7.5 hp, First Cycle)
    • NUMB11: Numerical Linear Algebra (7.5 hp, First Cycle)
    • NUMN20: Numerical Methods for Differential Equations (7.5 hp, Second Cycle)
    • NUMN21: Advanced Course in Numerical Algorithms with Python/SciPy (7.5 hp, Second Cycle)
    • NUMN24: Finite Volume Methods (7.5 hp, Second Cycle)
    • NUMN26: Simulation Tools (7.5 hp, Second Cycle)
    • NUMN27: Seminar (7.5 hp, Second Cycle)

    Physical Geography

    • NGEN02: Ecosystem Modeling (15 hp, Second Cycle)
    • NGEN12: Geographical Databases (7.5 hp, Second Cycle)
    • NGEN13: Programming for Applications in Geomatics, Physical Geography and Ecosystem Science (15 hp, Second Cycle)

    Physical Geography and Ecosystem Analysis

    • NGEN06: Algorithms in Geographical Information Systems (7.5 hp, Second Cycle)
    • NGEN07: Web GIS (7.5 hp, Second Cycle)

    Physics

    • MNXB01: Introduction to Programming and Computing for Scientists (7.5 hp, First cycle)

    Statistics

    • STAE02: Bayesian Methods (7.5 hp, First Cycle)
    • STAE03: Business Analytics (7.5 hp, First Cycle)
    • STAN45: Data Mining and Visualization (7.5 hp, Second Cycle)
    • STAN47: Deep Learning and Artificial Intelligence Methods (7.5 hp, Second Cycle)

    Surveying

    • EXTG20: Geographic Information Technology - Introduction (15 hp, First cycle, upper level)
    • EXTN70: Geographical Databases (7.5 hp, Second cycle)
    • EXTP40: GIT Project with Python Programming (7.5 hp, Second cycle)

    Theoretical Physics

    • FYTN03: Computational Physics (7.5 hp, Second Cycle)
    • FYTN12: Systems Biology - Models and Computations (7.5 hp, Second Cycle)
    • FYTN14: Introduction to Artificial Neural Networks and Deep Learning (7.5 hp, Second Cycle)

Partial large

    Astronomy

    • ASTM13: Dynamical Astronomy (7.5 hp, Second Cycle)

    Biomedical Engineering

    • BMEA05: Signals and Systems (7.5 hp, First cycle)

    Chemistry

    • KEMM30: Molecular Driving Forces and Chemical Bonding (15 hp, Second Cycle)
    • KEMM48: Statistical Thermodynamics and Molecular Simulation (7.5 hp, Second Cycle)
    • KEMM58: Molecular Quantum Mechanics (7.5 hp, Second Cycle)

    Civil Engineering

    • VSMN10: Structural Dynamic Computing (7.5 hp, Second cycle)

    Cognitive Science

    • KOGP05: Neuro Modelling, Cognitive Robotics and Agents (7.5 hp, Master's level courses)

    Economics

    • NEKN82: Empirical Finance (7.5 hp, Second Cycle)
    • NEKN83: Financial Valuation and Risk Management (7.5 hp, Second Cycle)

    Electrical Engineering

    • EIEN35: Automation for Complex Systems (7.5 hp, Second cycle)
    • EIEN50: Automation (7.5 hp, Second cycle)
    • EITN21: Project in Wireless Communication (7.5 hp, Second cycle)
    • EITN65: Measurement and Modeling of the Central Nervous System Function (7.5 hp, Second cycle)

    Engineering Physics / Engineering Mathematics

    • FRTF01: Physiological Models and Computations (5 hp, First cycle, upper level)
    • FRTF20: Applied Robotics (7.5 hp, First cycle, upper level)
    • FRTF25: Introduction to Machine Learning, Systems and Control (7.5 hp, First cycle, upper level)
    • FRTN45: Mathematical Modelling, Advanced Course (4.5 hp, Second cycle)
    • FRTN50: Optimization for Learning (7.5 hp, Second cycle)

    English

    • ENGM17: Corpus Linguistics - Tools, Methods and Analysis (7.5 hp, Second Cycle)

    Environmental Engineering

    • EXTQ20: Biological Systems (7.5 hp, Second cycle)

    Fire Protection Engineering / Risk Management

    • VBRN16: Simulation of Fires in Enclosures (5 hp, Second cycle)

    GIS

    • GISA22: Geographical Information Systems - Advanced Course (15 hp, First Cycle)
    • GISN07: GIS and Algorithms (7.5 hp, Second Cycle)
    • GISN22: GIS and Climate Change (7.5 hp, Second Cycle)
    • GISN25: Spatial Data Infrastructure (5 hp, Second Cycle)

    Geology

    • GEOP06: Hydrogeology (15 hp, Master's level courses)

    Human Geography

    • SGEG16: GIS in Social Sciences - Basic Level (7.5 hp, First Cycle)

    Industrial Design

    • TFRD30: Apps, Pictures and e-Tools in Healthcare, Schools and Social Services (7.5 hp, First cycle)

    Industrial Engineering and Management

    • MIOF30: Operations Research - Basic Course (6 hp, First cycle, upper level)

    Informatics

    • INFA40: Digitalisation and AI from an Organisational and Societal Perspective (7.5 hp, First cycle)
    • INFA44: Introduction to E-health (7.5 hp, First Cycle)
    • INFC25: Human - Computer Interaction, Analysis (7.5 hp, First Cycle)
    • INFC35: Decision Support Systems (7.5 hp, First Cycle)
    • INFN45: Business Intelligence (7.5 hp, Second Cycle)
    • INFN65: Business and Artificial Intelligence (7.5 hp, Second Cycle)
    • SYSA14: IT Architecture and Software Systems (30 hp, First cycle)

    Information and Communication Engineering / Computer Science and Engineering

    • EDAA60: Computer Introduction (3 hp, First cycle)
    • EDAF05: Algorithms, Data Structures and Complexity (5 hp, First cycle, upper level)
    • EDAF35: Operating Systems (7.5 hp, First cycle, upper level)
    • EDAF45: Software Development in Teams - Project (7.5 hp, First cycle, upper level)
    • EDAF60: Object-oriented Modelling and Design (4.5 hp, First cycle, upper level)
    • EDAN10: Configuration Management (7.5 hp, Second cycle)
    • EDAN15: Design of Embedded Systems (7.5 hp, Second cycle)
    • EDAN20: Language Technology (7.5 hp, Second cycle)
    • EDAN65: Compilers (7.5 hp, Second cycle)
    • EDAN75: Optimising Compilers (7.5 hp, Second cycle)
    • EDAP05: Concepts of Programming Languages (7.5 hp, Second cycle)
    • EDAP15: Program Analysis (7.5 hp, Second cycle)
    • EITP20: Secure Systems Engineering (7.5 hp, Second cycle)
    • EITP25: Memory Technology for Machine Learning (7.5 hp, Second cycle)
    • ETSF20: Software Development for Large Projects (7.5 hp, First cycle, upper level)
    • MAMN10: Interaction 1: Neuro Modelling, Cognitive Robotics and Agents (7.5 hp, Second cycle)

    Mathematical Statistics

    • FMSF60: Statistical Methods for Safety Analysis (7.5 hp, First cycle, upper level)
    • FMSN15/MASM23: Statistical Modelling of Multivariate Extreme Values (7.5 hp, Second cycle / Second Cycle)
    • FMSN25/MASM24: Valuation of Derivative Assets (7.5 hp, Second cycle / Second Cycle)
    • FMSN55/MASM15: Statistical Modelling of Extreme Values (7.5 hp, Second cycle / Second Cycle)

    Mathematics

    • FMAF35: Linear and Combinatorial Optimization (6 hp, First cycle, upper level)
    • FMAN20: Image Analysis (7.5 hp, Second cycle)
    • FMAN60: Optimization (6 hp, Second cycle)
    • MATC20: Image Analysis (7.5 hp, First Cycle)
    • MATC51: Optimization (7.5 hp, First Cycle)
    • MATM20: Mathematical Modeling (7.5 hp, Second Cycle)

    Mechanical Engineering

    • FHLF01: Finite Element Method (6 hp, First cycle, upper level)
    • FHLF10: Finite Element Method and Introduction to Strength of Materials (7.5 hp, First cycle, upper level)
    • FHLF20: Finite Element Method (7.5 hp, First cycle, upper level)
    • FHLN20: Finite Element Method for Non-linear Systems (7.5 hp, Second cycle)
    • MMKN46: Computer Based Engineering, Design Analysis 1 (7.5 hp, Second cycle)
    • MMKN51: Computer Based Engineering, Design Analysis 2 (7.5 hp, Second cycle)

    Modern Greek

    • NYGM16: Corpus Linguistics in Modern Greek (7.5 hp, Second Cycle)

    Numerical Analysis

    • NUMN19: Numerical Approximation (7.5 hp, Second Cycle)

    Physical Geography

    • NGEA11: Geographical Information Systems - Basic Course (15 hp, First Cycle)
    • NGEA12: Geographical Information Systems - Advanced Course (15 hp, First Cycle)
    • NGEN01: Climate Change and its Impacts on the Environment (15 hp, Second Cycle)

    Physical Geography and Ecosystem Analysis

    • NGEA07: Theory and Methods of Physical Geography (15 hp, First Cycle)

    Statistics

    • STAE04: Data Visualisation (4 hp, First Cycle)
    • STAN41: Multivariate Analysis (7.5 hp, Second Cycle)

    Strategic Communication

    • KOMC30: AI, Cognition and Culture (15 hp, First Cycle)

    Surveying

    • EXTF80: Geographic Information Technology (12 hp, First cycle, upper level)
    • EXTG25: Geographic Information Technology - Advanced Course (15 hp, Second cycle)
    • EXTG30: Geographic Information Technology - Basic Course (15 hp, First cycle, upper level)
    • EXTG75: GIS for Built and Natural Environments (7.5 hp, First cycle, upper level)
    • EXTN10: Web GIS (7.5 hp, Second cycle)
    • EXTN75: Spatial Analysis (7.5 hp, Second cycle)
    • EXTQ05: Algorithms in Geographical Information Systems (7.5 hp, Second cycle)

Partial small

    Architecture

    • AADA25: Digital Tools 6 (2 hp, First cycle)

    Astronomy

    • ASTM21: Statistical Tools in Astrophysics (7.5 hp, Second Cycle)

    Biology

    • BIOR49: Molecular Genetics of Eukaryotes (15 hp, Second Cycle)
    • BIOR67: Fisheries Ecology (15 hp, Second Cycle)
    • BIOS14: Processing and Analysis of Biological Data (7.5 hp, Second Cycle)

    Biomedical Engineering

    • BMEF25: Signal Processing - Theory and Applications (6 hp, First cycle, upper level)
    • BMEN15: Signal Separation - Independent Components (7.5 hp, Second cycle)
    • EITN60: Optimum and Adaptive Signal Processing (7.5 hp, Second cycle)
    • ETIF20: E-health (5 hp, First cycle, upper level)

    Biotechnology / Chemical Engineering

    • KFKF01: Molecular Driving Forces 2: Interactions and Dynamics (7.5 hp, First cycle, upper level)
    • KFKN10: Biophysical Chemistry (7.5 hp, Second cycle)
    • KLGA01: Life Science Processes and Calculations (7.5 hp, First cycle)
    • KLGN10: Chemometrics - Design of Experiments and Multivariate Analysis (7.5 hp, Second cycle)
    • VVAN05: Urban Waters (15 hp, Second cycle)
    • VVAN30: Urban Storm Water Management (7.5 hp, Second cycle)

    Chemistry

    • KEMM23: Advanced Biochemistry (15 hp, Second Cycle)
    • KEMM25: Structural Biochemistry (15 hp, Second Cycle)
    • KEMM57: Magnetic Resonance - Spectroscopy and Imaging (7.5 hp, Second Cycle)
    • KEMM77: Advanced Surface and Colloid Chemistry (15 hp, Second Cycle)
    • MOBA02: Chemistry of the Cell (15 hp, First Cycle)

    Civil Engineering

    • AEBF20: Building Integrated Solar Energy Systems (7.5 hp, First cycle, upper level)
    • AEBF25: Solar Heating Technology, Basic Course (7.5 hp, First cycle, upper level)
    • AEBF30: Photovoltaic Systems, Basic Course (7.5 hp, First cycle, upper level)
    • VBFF15: Energy Conservation (8 hp, First cycle, upper level)
    • VTGN05: Groundwater Modelling and Contaminant Transport (7.5 hp, Second cycle)
    • VTVN10: Traffic Simulation (7.5 hp, Second cycle)

    Economics

    • NEKH81/EXTF35: Portfolio Selection (7.5 hp, First Cycle / First cycle, upper level)
    • NEKH82/EXTF40: Option Theory (7.5 hp, First cycle / First cycle, upper level)
    • NEKN31/EXTN05: Advanced Econometrics (7.5 hp, Second Cycle / Second cycle)
    • NEKN33: Applied Microeconometrics (7.5 hp, Second Cycle)
    • NEKN34: Time Series Analysis (7.5 hp, Second Cycle)
    • NEKN41: Advanced Macroeconomic Analysis (7.5 hp, Second Cycle)
    • NEKP42: International Macroeconomic Theory (7.5 hp, Second Cycle)

    Editing and Transcribing Premodern Texts

    • HUXD01: Digital Tools, Methods and Resources (7.5 hp, First Cycle)

    Electrical Engineering

    • EIEF20: Automation, Advanced Course (7.5 hp, First cycle, upper level)
    • EIEF40: Measurement Systems for Control (9 hp, First cycle, upper level)
    • EIEN15: Electric Power Systems (7.5 hp, Second cycle)
    • EIEN20: Design of Electrical Machines (7.5 hp, Second cycle)
    • EIEN25: Power Electronics - Devices, Converters, Control and Applications (15 hp, Second cycle)
    • EIEN45: Applied Mechatronics (10 hp, Second cycle)

    Engineering Nanoscience

    • FMFF20: Mathematical Methods of Nanotechnology (7.5 hp, First cycle, upper level)

    Engineering Physics / Engineering Mathematics

    • FMFN15: Theory of Nuclear Structure (7.5 hp, Second cycle)
    • FRTF10: Systems Engineering (6 hp, First cycle, upper level)
    • FRTN05: Non-Linear Control and Servo Systems (7.5 hp, Second cycle)
    • FRTN25: Automatic Process Control (7.5 hp, Second cycle)
    • FRTN35: System Identification (7.5 hp, Second cycle)
    • FRTN40: Project in Automatic Control (7.5 hp, Second cycle)

    Environmental Engineering

    • EXTG15: Biology, Introductory Course (7.5 hp, First cycle, upper level)
    • VVRN25: Pipe System Engineering and Hydraulics (7.5 hp, Second cycle)

    Fire Protection Engineering / Risk Management

    • VBRF10: Fire Dynamics (15 hp, First cycle, upper level)
    • VBRN05: Fire Dynamics - Advanced (9 hp, Second cycle)
    • VBRN10: Human Behaviour in Fire (8 hp, Second cycle)
    • VBRN75: Human Behaviour in Fire (7.5 hp, Second cycle)

    French

    • FRAM14: Acquisition of French (7.5 hp, Master's level courses)

    GIS

    • GISA21: Geographical Information Systems - Introduction (15 hp, First Cycle)
    • SGEG20: Geographical Information System for the Social Sciences - Introduction with Applications (30 hp, First cycle)

    Human Geography

    • SGEL64: GIS in Urban and Regional Planning - Level 1 (7.5 hp, First cycle)

    Industrial Engineering and Management

    • EXTA60: Statistics (7.5 hp, First cycle)
    • EXTF35/NEKH81: Portfolio Selection (7.5 hp, First cycle, upper level / First Cycle)
    • EXTF40/NEKH82: Option Theory (7.5 hp, First cycle, upper level / First cycle)
    • EXTG65: Econometrics (7.5 hp, First cycle, upper level)
    • EXTN05/NEKN31: Advanced Econometrics (7.5 hp, Second cycle / Second Cycle)
    • EXTQ30: Economics, Empirical Finance (7.5 hp, Second cycle)
    • MION01: Management of Production and Inventory Systems (7.5 hp, Second cycle)

    Informatics

    • INFC65: Information Architecture (7.5 hp, First Cycle)

    Informatics/Computer and Systems Sciences

    • INFC60: IS Sourcing Strategies for Business Development (7.5 hp, First Cycle)

    Information Systems

    • INFN60: Designing Digitalisation (7.5 hp, Second Cycle)

    Information and Communication Engineering / Computer Science and Engineering

    • EDAF85: Real-Time Systems (7.5 hp, First cycle, upper level)
    • EDAF90: Web Programming (7.5 hp, First cycle, upper level)
    • EITF95: Queuing System (4.5 hp, First cycle, upper level)
    • EITN50: Advanced Computer Security (7.5 hp, Second cycle)
    • ETSN05: Software Development for Large Systems (7.5 hp, Second cycle)
    • ETSN20: Software Testing (7.5 hp, Second cycle)
    • MAMN01: Advanced Interaction Design (7.5 hp, Second cycle)
    • MAMN15: Interaction 2: Virtuality and Cognitive Modelling (7.5 hp, Second cycle)
    • MAMN35: Risk Analysis Methods for Health and Environment (7.5 hp, Second cycle)

    Law and Legal Studies

    • HARA33: Data Protection Law, Online Course (15 hp, First cycle)
    • HARA35: Law and Artificial Intelligence (AI) (7.5 hp, First cycle)

    Mathematical Statistics

    • FMSF10/MASC04: Stationary Stochastic Processes (7.5 hp, First cycle, upper level / First Cycle)
    • FMSF15/MASC03: Markov Processes (7.5 hp, First cycle, upper level / First Cycle)
    • FMSF20: Mathematical Statistics, Basic Course (7.5 hp, First cycle, upper level)
    • FMSF30: Mathematical Statistics (5 hp, First cycle, upper level)
    • FMSF50: Mathematical Statistics, Basic Course (7.5 hp, First cycle, upper level)
    • FMSF55: Mathematical Statistics, Basic Course (7.5 hp, First cycle, upper level)
    • FMSF70: Mathematical Statistics (7.5 hp, First cycle, upper level)
    • FMSF75: Mathematical Statistics, Basic Course (7.5 hp, First cycle, upper level)
    • FMSF80: Mathematical Statistics, Basic Course (9 hp, First cycle, upper level)
    • MASA02: Basic Course (15 hp, First Cycle)
    • MASB02: Mathematical Statistics for Chemists (7.5 hp, First cycle)
    • MASB03: Mathematical Statistics for Physicists (9 hp, First cycle)
    • MASB11: Biostatistics - Basic Course (7.5 hp, First cycle)
    • MASC05: Design of Experiments (7.5 hp, First Cycle)

    Mathematics

    • FMAB40: Mathematical Modelling (4 hp, First cycle)
    • FMAN01: Biomathematics (7.5 hp, Second cycle)
    • FMAN30: Medical Image Analysis (7.5 hp, Second cycle)
    • FMAN55: Applied Mathematics (7.5 hp, Second cycle)
    • FMAN70: Matrix Theory (6 hp, Second cycle)
    • MATB25: Discrete Mathematics (7.5 hp, First Cycle)
    • MATC70: Matrix Theory (7.5 hp, First Cycle)

    Mechanical Engineering

    • FHLN01: Structural Optimization (7.5 hp, Second cycle)
    • FMEA30: Engineering Mechanics (15 hp, First cycle)
    • FMEN02: Multibody Dynamics (7.5 hp, Second cycle)
    • FMEN11: Mechanical Vibrations (7.5 hp, Second cycle)
    • MMKF25: Surface Modelling, Rendering and 3D (7.5 hp, First cycle, upper level)
    • MVKN01: Projecting Thermal Power Plants (7.5 hp, Second cycle)
    • MVKN55: Advanced Combustion Engine Concepts (7.5 hp, Second cycle)

    Media History

    • MHIA25: Digital History - Media and Methods in Theory and Practice (7.5 hp, First Cycle)

    Medical Science

    • MEVN40: E-Health - A Way to Support Public Health (7.5 hp, Second Cycle)

    Numerical Analysis

    • NUMA41: Basic Course (7.5 hp, First Cycle)

    Other Subjects within Social Science

    • SIMS40: AI in Society (15 hp, Second Cycle)

    Physical Geography

    • NGEA05: Remote Sensing and GIS with Focus on the Environment (15 hp, First Cycle)
    • NGEN08: Satellite Remote Sensing (15 hp, Second Cycle)
    • NGEN11: Spatial Analysis (7.5 hp, Second Cycle)
    • NGEN14: Greenhouse Gases and Biogeochemical Cycles (15 hp, Second Cycle)
    • NGEN16: Biosphere-Atmosphere Interactions (15 hp, Second Cycle)
    • NGEN17: Global Ecosystem Dynamics (15 hp, Second Cycle)

    Physical Geography and Ecosystem Analysis

    • NGEA25: Dynamic Meteorology 2 (7.5 hp, First Cycle)

    Physics

    • FYSB11: Basic Quantum Mechanics (7.5 hp, First Cycle)
    • FYSC13: Solid State Physics (7.5 hp, First Cycle)
    • FYST30: Quantum information (7.5 hp, Master's level courses)

    Social Sciences

    • SIMM32: Quantitative Methods - Multivariate Analysis (7.5 hp, Second Cycle)

    Statistics

    • STAH14: Time Series Analysis (7.5 hp, First cycle)

    Surveying

    • VFTN75: Smart City Governance: AI Ethics in a Spatial Context (7.5 hp, Second cycle)

Peripheral

    Archaeology and Ancient History

    • ARKN15: Field Archaeology in Theory and Practice (30 hp, Second Cycle)

    Archival Science

    • ABMA15: Physical and Digital Archives (15 hp, First cycle)

    Astronomy

    • ASTA33: Galaxies and Cosmology (7.5 hp, First Cycle)

    Biology

    • BIOR41: Ecotoxicology (15 hp, Second Cycle)
    • BIOR76: Plant Function (15 hp, Second Cycle)
    • BIOR79: Methods in Molecular Biology (15 hp, Second Cycle)
    • BIOR83: Conservation Biology (15 hp, Second Cycle)

    Biomedical Engineering

    • BMEN01: Biomedical Signal Processing (7.5 hp, Second cycle)
    • EITA01: Introduction to Biomedical Engineering (12 hp, First cycle)
    • EXTP85: Quantitative Human Physiology (7.5 hp, Second cycle)

    Biotechnology / Chemical Engineering

    • BLTF01: Unit Operations in the Biotech and Food Industry (7.5 hp, First cycle, upper level)
    • EXTG55: Biochemistry (15 hp, First cycle, upper level)
    • KBKF10: Course in Synthetic Biology (15 hp, First cycle, upper level)
    • KETA10: Chemical Process Calculations (7.5 hp, First cycle)
    • KETF40: Mass Transfer Processes in Environmental Engineering (15 hp, First cycle, upper level)
    • KETN10: Applied Transport Phenomena (7.5 hp, Second cycle)
    • KFKA05: Molecular Driving Forces 1: Thermodynamics (7.5 hp, First cycle)
    • KOKN01: Medicinal Chemistry (7.5 hp, Second cycle)
    • TFRP45: Medicinal Chemistry (7.5 hp, Second cycle)

    Chemistry

    • KEMC03: Experimental Protein Chemistry (15 hp, First Cycle)

    Civil Engineering

    • AEBF10: Energy Use and Thermal Comfort in Buildings (7.5 hp, First cycle, upper level)
    • AEBN10: Passive House - Integrating Thermal and Moisture Issues (15 hp, Second cycle)
    • AEBN15: Energy-efficient Office Building - Integrating Daylight and Ventilation (15 hp, Second cycle)
    • AEBN20: Public Building - Integrating Solar Energy, Costs and Environmental Issues (15 hp, Second cycle)
    • VBEF45: Model Based Design (7.5 hp, First cycle, upper level)
    • VBFN01: Sustainable Building Technology (7.5 hp, Second cycle)
    • VSMF05: Engineering Modelling: Analysis of Structures (7.5 hp, First cycle, upper level)
    • VSMN15: Integrated Design: Structural Design - Architectural Design (7.5 hp, Second cycle)
    • VTTF10: Effects of Traffic: Accessibility, Level of Service, Safety and Environment (7.5 hp, First cycle, upper level)
    • VTTN10: Public Transport (7.5 hp, Second cycle)

    Cognitive Science

    • KOGP09: Theories and Models in Cognitive science (7.5 hp, Master's level courses)

    Economics

    • NEKG11: Intermediate Course (30 hp, First cycle)
    • NEKG31: Econometrics (7.5 hp, First Cycle)
    • NEKG41: Macroeconomic Analysis (7.5 hp, First Cycle)
    • NEKG81: Fixed Income Securities (7.5 hp, First cycle)
    • NEKN22: Economic and Financial Decision Making (7.5 hp, Second Cycle)

    Electrical Engineering

    • EITF35: Introduction to Structured VLSI Design (7.5 hp, First cycle, upper level)
    • EITN80: Electrodynamics (7.5 hp, Second cycle)
    • EITN90: Radar and Remote Sensing (7.5 hp, Second cycle)
    • ETEN10: Antenna Technology (7.5 hp, Second cycle)
    • ETIN30: Integrated Radio Electronics (7.5 hp, Second cycle)
    • ETIN45: DSP-design (7.5 hp, Second cycle)

    Engineering Nanoscience

    • EXTN90: Experimental Methods and Instrumentation for Synchrotron Radiation Research (7.5 hp, Second cycle)
    • EXTN95: Accelerators and Free Electron Lasers (7.5 hp, Second cycle)
    • FAFA10: Physics - Quantum Phenomena and Nanotechnology (9 hp, First cycle)
    • FAFF40: Waves and Optics (7.5 hp, First cycle, upper level)
    • FAFF45: Physics for Biomedicine (8 hp, First cycle, upper level)

    Engineering Physics / Engineering Mathematics

    • FAFN35/FYST22: Medical Optics (7.5 hp, Second cycle / Second Cycle)
    • FMFF15: Quantum Mechanics and Mathematical Methods (7.5 hp, First cycle, upper level)
    • FRTN30: Network Dynamics (7.5 hp, Second cycle)

    Environmental Engineering

    • FMIN05: Environmental System Studies: Climate, Science and Politics (7.5 hp, Second cycle)

    Environmental Science

    • MVEN03: Methodology in Environmental Science (15 hp, Master's level courses)

    Fire Protection Engineering / Risk Management

    • VBRN60: Fire Protection Systems (15 hp, Second cycle)

    GIS

    • GISN08: Digital Remote Sensing and GIS (7.5 hp, Second Cycle)
    • GISN11: GIS and Biodiversity (7.5 hp, Second Cycle)
    • GISN14: Geographical Information Systems and Physical Planning (7.5 hp, Second Cycle)

    Geology

    • GEOB21: Evolution of Life and Earth's Climate (15 hp, First cycle)
    • GEOB25: Geology in Society (15 hp, First cycle)
    • GEOC08: Underground Pollution (15 hp, First cycle)

    Industrial Design

    • TNSN01: Service Robotics (7.5 hp, Second cycle)

    Informatics

    • INFN01: Research Methods (7.5 hp, Second Cycle)
    • INFN25: IT, Innovation and Sustainability (7.5 hp, Second Cycle)
    • INFN35: Human-Computer-Interaction - design (7.5 hp, Second Cycle)
    • INFN40: Strategic Management and IS (7.5 hp, Second Cycle)

    Information and Communication Engineering / Computer Science and Engineering

    • EXTA65: Cognition (4.5 hp, First cycle)
    • MAMF35: Human in Extreme Environments (7.5 hp, First cycle, upper level)

    Linguistics

    • LINC13: Perspectives on Segmental and Prosodic Phonology (7.5 hp, First cycle)

    Mathematics

    • FMAA20: Linear Algebra with Introduction to Computer Tools (7.5 hp, First cycle)
    • FMAF01: Mathematics - Analytic Functions (7 hp, First cycle, upper level)
    • FMAF05: Mathematics - Systems and Transforms (7 hp, First cycle, upper level)
    • MATB21: Analysis in Several Variables 1 (7.5 hp, First Cycle)
    • MATC12: Ordinary Differential Equations 1 (7.5 hp, First Cycle)
    • ÄMAD01: Mathematics with Didactics 1 (30 hp, First cycle)
    • ÄMAD03: Mathematics with Didactics 3 (15 hp, First cycle)
    • ÄMAD04: Mathematics 4 (30 hp, First cycle)

    Mechanical Engineering

    • FHLN25: Fracture Mechanics, Advanced Course (7.5 hp, Second cycle)
    • FMEA35: Engineering Mechanics I (6 hp, First cycle)
    • MMTN40: Metal Cutting, Advanced Course (7.5 hp, Second cycle)
    • MMTN45: Production Technology 2 (7.5 hp, Second cycle)
    • MVKF25: Hydrogen, Batteries and Fuel Cells (7.5 hp, First cycle, upper level)
    • MVKN90: Turbulence - Theory and Modelling (7.5 hp, Second cycle)
    • TFRC75: Computer Aided Design (7.5 hp, First cycle)

    Medical Radiation Physics

    • MSFM21: Hospital Physics (60 hp, Master's level courses)

    Medical Sciences

    • MEVN28: Biostatistics I (7.5 hp, Second Cycle)

    Music

    • MUHC81: Live-electronic Music (7.5 hp, First cycle)

    Physical Geography

    • NGEA01: Introd to the Global Environment (15 hp, First Cycle)
    • NGEA03: Remote Sensing for Landscape Studies (15 hp, First Cycle)
    • NGEA09: Land Surface Processes and Landscape Dynamics (15 hp, First Cycle)

    Physics

    • FYSB21: Mathematical Methods for Vibrations, Waves and Diffusion (7.5 hp, First cycle)
    • FYSN15: Experimental tools (7.5 hp, Second Cycle)
    • FYST15: Semiconductor Physics (7.5 hp, Second Cycle)
    • FYST22/FAFN35: Medical Optics (7.5 hp, Second Cycle / Second cycle)
    • FYST34: High Speed Devices (7.5 hp, Second Cycle)
    • FYST39: Nanoelectronics (7.5 hp, Second Cycle)
    • FYST45: Atmospheric Physics and Chemistry (7.5 hp, Second Cycle)
    • ÄFYD04: Physics 4 (30 hp, First cycle)

    Psychology

    • PSYK11: Bachelor Course (30 hp, First cycle)

    Social Sciences

    • SIMM16: Introduction to Quantitative Methods (7.5 hp, Second Cycle)

    Statistics

    • STAA30: Basic Course (30 hp, First cycle)
    • STAA31: Basic Course 1 (15 hp, First cycle)
    • STAG23: Regression Analysis (7.5 hp, First cycle)

    Swedish Language

    • SVEA20: Level 2 (30 hp, First cycle)

    Synchrotron Radiation Based Science

    • MAXM05: Accelerators and Free Electron Lasers (7.5 hp, Second Cycle)
    • MAXM06: Introduction to Synchrotron Radiation Based Science (7.5 hp, Second Cycle)
    • MAXM07: Introduction to Accelerators and Free Electron Lasers (7.5 hp, Second Cycle)
    • MAXM16: Experimental Methods and Instrumentation for Synchrotron Radiation Research (7.5 hp, Second Cycle)

Uncertain

    Engineering Physics / Engineering Mathematics

    • FRTN01: Real-Time Systems (10 hp, Second cycle)

    Industrial Engineering and Management

    • MIOF10: Production and Inventory Control (7.5 hp, First cycle, upper level)
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