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                |  | Pedagogical portfolio 
  2025 Graduate Undergraduate 
 
 Tutorial Graduate International summer schools
International
National graduate schools
Local Advanced Data Models and Databases, 2012-2016, 2018-2019, 2021, 2023 ht (course leader, co-developer) - course in the National graduate school in computer science (CUGS). 
 An orientation in bioinformatics methods, 2003 vt, 2005 ht (lecturer) - course in the Ph.D. Programme in Medical Bioinformatics (FMB forskarskola i medicinsk bioinformatik), given at Karolinska Institutet, Stockholm.
 Big Data Analytics, 2017 vt (course co-leader, co-developer) - course in the  Swedish e-Science Education  Graduate School (SeSE). Biomedical Information - Knowledge Engineering and Text Mining, November 17-18, 2008 (course leader, developer) -
 course in the Ph.D. Programme in Medical Bioinformatics (FMB forskarskola i medicinsk bioinformatik), given at Karolinska Institutet, Stockholm.
 Databases, 2002, 2003, 2005, 2007, 2008 ht (course leader, developer) - course in the National graduate school in computer science (CUGS).  
Data mining and applications in science and technology, 2002 vt, 2004 ht (lecturer) - course in the National graduate school in scientific computing (NGSSC).  Ontologies and Ontology Engineering, 2011 vt (course leader, developer)  - course in the National graduate school in computer science (CUGS).  Semantic Web Technologies, 2018 vt (lecturer, co-developer)  - course in the  Swedish e-Science Education  Graduate School (SeSE), 2020 ht (lecturer). 
   Bioinformatics, Faculty of Health Sciences, 2001 ht (lecturer).  Fundamentals of modern database systems, 2004 ht (course leader) - course in the ECSEL (Excellence center in computer science and systems engineering in Linköping) graduate school.  Introduction to Bioinformatics, 2001 ht (lecturer). Introduction to Description Logics, 1996 vt, 1999 vt (course leader, developer). Introduction to Knowledge Graphs and Semantic Web Technologies, 2023 vt (lecturer, co-developer).  Introduction to Logic / Logic I, 2005 vt, 2012 vt, 2022 ht (course leader, developer).  Introduction to Machine Learning, 1999 vt (lecturer).  Intelligent Software Agents, 1998 vt, 2002 vt (course co-leader, co-developer). Logics for the Web, 2003 ht (course co-leader, co-developer).  Modern Information Retrieval, 2006 vt (lecturer).  Sports Analytics, since 2019 vt (course leader, developer).
  Undergraduate Linköping
Leuven Advanced Data Models and Databases (TDDD43), 2009-2010 (lecturer, co-developer), 2011-2021, 2023-2024 (course leader).  Algorithms and Optimization (TTIT33), 1996-1999 (course leader, co-developer).  Artificial Intelligence (TDDA13, TDDA58), 1997-2002 (course leader). Artificial Intelligence and Lisp (TDDA23), 1996-1999 (course leader).  Big Data Analytics (732A54, TDDE31), 2016, 2018-2019 (course leader, co-developer), 2020-2024 (lecturer). Bioinformatics - Medical Applications (8FA010), 2010-2012 (lecturer).
 Bioinformatics - overview and practical applications / Bioinformatics (TFTB15, TFTB23, TFTB24, TFTB29, TFBI14), 2001-2012 (lecturer).  Computational and mathematical methods in bioinformatics (TDDC12), 2003-2007 (course leader, developer).  Databases and/for Bioinformatics, Databases and information security for bioinformatics (TDDB77, TDDD74, TDDE49), 2002-2010 (course leader, developer), 2011-2024 (lecturer, assistant). Databases and Datastructures / Databases (TDDA03, TDDB39, TDDB49), 1999-2000 (lecturer), 2001 (course leader). Database Technology / Technical Databases (TDDB38, TDDB48, TDDI60, TDDD12, TDDD37), 2009-2010 (course leader), 2000-2001, 2005, 2007, 2011 (lecturer).  Data Mining - Clustering and Association Analysis / Advanced Data Mining (732A02, 732A31, 732A61, 732A75, TDDD41), 2008-2024 (course leader, co-developer). Data Mining Project (739902), 2008-2010 (course leader, developer).
 Data structures and algorithms (TDDB57, TDDI16), 1993, 2009-2011 (course leader).   Multimedia Information Retrieval (TDDC08), 2006  (lecturer). Programming (TTIT31), 1996 (assistant).   Programming - Applications and Datastructures (TDDB20), 1995 (assistant).   Project molecular biotechnology  / Project bioinformatics (TFTB17, TFTB26), 2001-2002, 2005-2008 (project supervisor).  Research at LiTH (TGTU55), 2004, 2007, 2009 (lecturer).  Research project (732A76), 2019, 2021 (project supervisor).  Sports Analytics (753A01, 753A02, TDDE64), 2019-2024 (course leader, developer). Technical prerequisites and user requirements (TGTU09), 2007 (lecturer). Text Mining (732A47, 732A92, TDDE16), 2014-2018 (lecturer).  
 Calculus I, 1988 (assistant).  Numerical analysis, 1989 (assistant).  External (Uppdragsutbildning) | 
 
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