I have completed my teacher education at University of Turku in 2004. I have been teacher of mathematics in cram schools, high schools and universities. I am interested to utilise future technology in teaching of mathematics, programming and medical imaging. I have experience of teaching multiple mathematical software (including MATLAB, Octave, GeoGebra, Python, R) and MOOCs (Massive Open Online Course). I have also given lectures on statistics, image processing and machine learning.<\/p>\n
Since 2010 I have been involved in the Finnish matriculation examinations (Mathematics).<\/p>\n
List of my former MSc students<\/a> and PhD students<\/a><\/p>\n 2024-2025<\/p>\n Autumn 2025, Mallinnusprojekti [Modelling project] (8-12 ECTS, organised by Marko M\u00e4kel\u00e4, University of Turku)<\/p>\n Autumn 2025, Tek\u00f6\u00e4ly diagnostiikan, l\u00e4\u00e4kekehityksen ja kuvantamisen palveluksessa (2 ECTS, organised by Leena Strauss, University of Turku)<\/p>\n Autumn 2024, Neuroimaging course 2024 (5 ECTS, organised by Lauri Nummenmaa, University of Turku)<\/p>\n Academic year 2024-2025, Laboratory Internship to Learn Basic Research Methods on Biology and\/or Physics (5-15 ECTS, organised together with Diana Toivola, University of Turku)<\/p>\n 2023-2024<\/p>\n Spring 2024, Signal and Image Processing (4 ECTS, organised by Seppo Mattila, University of Turku)<\/p>\n Spring 2024, PET basics (2 ECTS, organised by Anne Roivainen, University of Turku)<\/p>\n Autumn 2023, Neuroimaging course 2023 (5 ECTS, organised by Lauri Nummenmaa, University of Turku)<\/p>\n Autumn 2023, Statistics in Biomedical Sciences (2 ECTS, University of Turku)<\/p>\n Autumn 2023, Statistical Data Analysis (5 ECTS, University of Turku)<\/p>\n Academic year 2023-2024, Laboratory Internship to Learn Basic Research Methods on Biology and\/or Physics (5-15 ECTS, organised together with Diana Toivola, University of Turku)<\/p>\n Academic year 2023-2024, Biomedical Imaging: Thesis Plan, Seminar and Practical Laboratory Work (20 ECTS, organised together with Diana Toivola, University of Turku)<\/p>\n Academic year 2023-2024, Medical Imaging Project Work (5 ECTS, organised together with Abdulhamit Subasi, University of Turku)<\/p>\n 2022-2023<\/p>\n Spring 2023, PET scientific seminar (1 ECTS, University of Turku)<\/p>\n Spring 2023, PET basics (2 ECTS, organised by Anne Roivainen, University of Turku)<\/p>\n Autumn 2022, Statistics in Biomedical Sciences (2 ECTS, University of Turku)<\/p>\n Autumn 2022, Statistical Data Analysis (5 ECTS, University of Turku)<\/p>\n Autumn 2022, PET scientific seminar (1 ECTS, University of Turku)<\/p>\n Academic year 2022-2023, Laboratory Internship to Learn Basic Research Methods on Biology and\/or Physics (5-15 ECTS, organised together with Diana Toivola, University of Turku)<\/p>\n Academic year 2022-2023, Biomedical Imaging: Thesis Plan, Seminar and Practical Laboratory Work (20 ECTS, organised together with Diana Toivola, University of Turku)<\/p>\n Academic year 2022-2023, Medical Imaging Project Work (5 ECTS, organised together with Abdulhamit Subasi, University of Turku)<\/p>\n 2021-2022<\/p>\n Spring 2022, Signal and Image Processing (4 ECTS, organised by Seppo Mattila, University of Turku)<\/p>\n Spring 2022, PET scientific seminar (1 ECTS, University of Turku)<\/p>\n Spring 2022, Statistics in Biomedical Sciences (2 ECTS, University of Turku)<\/p>\n Spring 2022, PET basics (2 ECTS, organised by Anne Roivainen, University of Turku)<\/p>\n Spring 2022, Jump to Medical Research in the UTU (2 ECTS, organised by Helena Virtanen & Pilvi Riihil\u00e4, University of Turku)<\/p>\n Autumn 2021, Tek\u00f6\u00e4ly diagnostiikan, l\u00e4\u00e4kekehityksen ja kuvantamisen palveluksessa (2 ECTS, organised by Laura Mairinoja, University of Turku)<\/p>\n Autumn 2021, Bioimage informatics I (5 ECTS, organised by Abdulhamit Subasi, University of Turku)<\/p>\n Autumn 2021, Mallinnusprojekti [Modelling project] (8-12 ECTS, organised by Marko M\u00e4kel\u00e4, University of Turku)<\/p>\n Autumn 2021, Capstone (10 ECTS, organised by Timo Vasankari, University of Turku)<\/p>\n Academic year 2021-2022, Laboratory Internship to Learn Basic Research Methods on Biology and\/or Physics (5-15 ECTS, organised together with Diana Toivola, University of Turku)<\/p>\n Academic year 2021-2022, Biomedical Imaging: Thesis Plan, Seminar and Practical Laboratory Work (20 ECTS, organised together with Diana Toivola, University of Turku)<\/p>\n Academic year 2021-2022, Medical Imaging Project Work (5 ECTS, organised together with Abdulhamit Subasi, University of Turku)<\/p>\n 2020-2021<\/p>\n Spring 2021, Statistics in Biomedical Sciences (2 ECTS, University of Turku)<\/p>\n Spring 2021, Capstone (10 ECTS, organised by Timo Vasankari, University of Turku)<\/p>\n Spring 2021, PET basics (2 ECTS, organised by Anne Roivainen, University of Turku)<\/p>\n Autumn 2020, Tek\u00f6\u00e4ly diagnostiikan, l\u00e4\u00e4kekehityksen ja kuvantamisen palveluksessa (2 ECTS, organised by Laura Mairinoja, University of Turku)<\/p>\n Academic year 2020-2021, Laboratory Internship to Learn Basic Research Methods on Biology and\/or Physics (5-15 ECTS, organised together with Diana Toivola, University of Turku)<\/p>\n Academic year 2020-2021, Biomedical Imaging: Thesis Plan, Seminar and Practical Laboratory Work (20 ECTS, organised together with Diana Toivola, University of Turku)<\/p>\n Academic year 2020-2021, Medical Imaging Project Work (5 ECTS, organised together with Abdulhamit Subasi, University of Turku)<\/p>\n 2019-2020<\/p>\n Spring 2020, Jobitti course Bioimage informatics II (5 ECTS, organised by Laura Mairinoja, University of Turku)<\/p>\n Autumn 2019, Machine learning seminar (Turku PET Centre)<\/p>\n Autumn 2019, Jobitti course Bioimage informatics I (5 ECTS, organised by Laura Mairinoja, University of Turku)<\/p>\n Autumn 2019, Mallinnusprojekti [Modelling project] (8-12 ECTS, organised by Marko M\u00e4kel\u00e4, University of Turku)<\/p>\n Autumn 2019, JoMa (Joustavaan matematiikkaan) course Geometriaa ja ohjelmointia [Geometry and programming] (2 ECTS, together with Peter H\u00e4st\u00f6, University of Oulu, MOOC)<\/p>\n Academic year 2019-2020, Laboratory Internship to Learn Basic Research Methods on Biology and\/or Physics (5-15 ECTS, organised together with Diana Toivola, University of Turku)<\/p>\n Academic year 2019-2020, Biomedical Imaging: Thesis Plan, Seminar and Practical Laboratory Work (20 ECTS, organised together with Diana Toivola, University of Turku)<\/p>\n Academic year 2019-2020, Medical Imaging Project Work (5 ECTS, organised together with Abdulhamit Subasi, University of Turku)<\/p>\n 2018-2019<\/p>\n Spring 2019, Bioinformatics Journal Club (University of Turku)<\/p>\n Autumn 2018, Geometriaa ja ohjelmointia [Geometry and programming] (MOOC)<\/p>\n Autumn 2018, Bioinformatics Journal Club (University of Turku)<\/p>\n Autumn 2018, Systems biology (University of Turku)<\/p>\n 2017-2018<\/p>\n Autumn 2017, Geometriaa ja ohjelmointia [Geometry and programming] (University of Turku)<\/p>\n Autumn 2017, Statistical Analysis of Biochemical Data – From Experimental Design to Data Spring 2018, Geometriaa ja ohjelmointia [Geometry and programming] (University of Helsinki)<\/p>\n Spring 2018, EDUFI Winter school (1 day workshop)<\/p>\n 2016-2017<\/p>\n Spring 2017, Survival Analysis and Cox Model (2 ECTS, University of Turku)<\/p>\n 2015-2016<\/p>\n Spring 2016, Algerbraic Topology (7 weeks, Massey University)<\/p>\n Autumn 2015 and Spring 2016, Didaktisen gradun projekti [Didactics seminar] (University of Turku)<\/p>\n Autumn 2015, Matemaattiset ohjelmistot opetuksessa [Mathematical programs in teaching] (5 ECTS, University of Turku)<\/p>\n Autumn 2015, Matematiikan demonstraatiokurssi [Mathematical demonstration] (5 ECTS, together with Petteri Harjulehto, University of Turku)<\/p>\n Autumn 2015, Mallinnusprojekti [Modelling project] (10 ECTS, organised by Marko M\u00e4kel\u00e4, University of Turku)<\/p>\n 2014-2015<\/p>\n Spring 2015, Tieteellinen laskenta I [Scientific computing I] (4 ECTS, University of Turku)<\/p>\n Autumn 2014, Matemaattiset ohjelmistot opetuksessa [Mathematical programs in teaching] (5 ECTS, University of Turku)<\/p>\n 2013-2014<\/p>\n Autumn 2013, Matematiikan demonstraatiokurssi [Mathematical demonstration] (5 ECTS, together with Petteri Harjulehto, University of Turku)<\/p>\n Autumn 2013, Matemaattiset ohjelmistot opetuksessa [Mathematical programs in teaching] (5 ECTS, University of Turku)<\/p>\n 2012-2013<\/p>\n Spring 2013, Matematiikan opetusmateriaali (2 ECTS, University of Turku)<\/p>\n Autumn 2012, Matemaattiset ohjelmistot opetuksessa [Mathematical programs in teaching] (5 ECTS, University of Turku)<\/p>\n Autumn 2012, Matematiikan demonstraatiokurssi [Mathematical demonstration] (3 ECTS, together with Petteri Harjulehto, University of Turku)<\/p>\n 2011-2012<\/p>\n Autumn 2011, Matemaattiset ohjelmistot opetuksessa [Mathematical programs in teaching] (5 ECTS, University of Turku)<\/p>\n Autumn 2011, Mallinnusprojekti [Modelling project] (10 ECTS, organised by Marko M\u00e4kel\u00e4, University of Turku)<\/p>\n 2010-2011<\/p>\n Autumn 2010, Matemaattiset ohjelmistot opetuksessa [Mathematical programs in teaching] (5 ECTS, University of Turku)<\/p>\n 2009-2010<\/p>\n Spring 2010, Opettajalinjan seminaari 2010 (2 ECTS, University of Turku)<\/p>\nMy current and past teaching include<\/h3>\n
\nDisplay (2 ECTS, together with Erika Artukka, University of Turku)<\/p>\n
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