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DTSTART;TZID=Europe/Stockholm:20211004T080000
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UID:55013-1633334400-1633712400@www.scilifelab.se
SUMMARY:Introduction to biostatistics and machine learning - Online
DESCRIPTION:National course open for PhD students\, postdocs\, researchers and other employees in need of biostatistical skills within all Swedish universities. The course is geared towards life scientists wanting to be able to understand and use basic statistical methods. It would also suit those already applying biostatistical methods but have never got a chance to reflect on and truly grasp the basic statistical concepts\, such as the commonly misinterpreted p-value. \n\n\n\nImportant date \n\n\n\nApplication open: nowApplication closes: 2021-08-21Confirmation to accepted students:  2021-09-01Responsible teachers:  Olga Dethlefsen\, Eva Freyhult \n\n\n\nIf you do not receive information according to the above dates please contact olga.dethlefsen@nbis.se\, eva.freyhult@nbis.se \n\n\n\n\n\n\n\n\nCourse website\n\n\n\n\n\nApplication\n\n\n\n\n\n\n\n\nCourse content \n\n\n\nProbability theoryHypothesis testing and confidence intervalsResamplingLinear regression methodsIntroduction to generalized linear modelsModel evaluationUnsupervised learning incl. clustering and dimension reduction methodsSupervised learning incl. classification\n\n\n\nEducation \n\n\n\nIn this course we focus on an active learning approach. The course participants are expected to do some pre-course reading and exercises\, corresponding up to 40h studying. The education consists of teaching blocks alternating between mini-lectures\, group discussions\, live coding sessions etc. \n\n\n\nEntry requirements \n\n\n\nBasic R programming skillsBYOL (bring your own laptop) with R and RStudio installedNo prior biostatistical knowledge is assumed\n\n\n\nThe course can accommodate a maximum of 25 participants. If we receive more applications\, participants will be selected based on several criteria. Selection criteria include correct entry requirements\, motivation to attend the course as well as gender and geographical balance. \n\n\n\nCourse fee \n\n\n\nThis online training event has no fee. However\, if you accept a position at the workshop and do not participate (no-show) you will be invoiced 2000 SEK. \n\n\n\n*Please note that NBIS cannot invoice individuals
URL:https://www.scilifelab.se/event/introduction-to-biostatistics-and-machine-learning-online/
CATEGORIES:Course
ORGANIZER;CN="NBIS - National Bioinformatics Infrastructure Sweden":MAILTO:education@nbis.se
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