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DTSTART;TZID=Europe/Stockholm:20230424T090000
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DTSTAMP:20260403T211430
CREATED:20230118T132842Z
LAST-MODIFIED:20230118T133136Z
UID:147527-1682326800-1682701200@www.scilifelab.se
SUMMARY:Introduction to Biostatistics and Machine Learning
DESCRIPTION:National course open for PhD students\, postdocs\, researchers and other employees in need of biostatistical and machine learning 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\n \n\n\n\nImportant dates\n\n\n\nApplication open: now \n\n\n\nApplication closes: 2023-02-24 \n\n\n\nConfirmation to accepted students:  2023-03-10 \n\n\n\nResponsible 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\n\nLink to Application\n\n\n\n\n\nCourse website\n\n\n\n\n\n\n\n\n\nCourse fee\n\n\n\nA course fee* of 2000 SEK will be invoiced to accepted participants. The fee includes lunches\, coffee and snacks. \n\n\n\n*Please note that NBIS cannot invoice individuals \n\n\n\n\n\n\n\nCourse content\n\n\n\n\nProbability theory\n\n\n\nHypothesis testing and confidence intervals\n\n\n\nResampling\n\n\n\nLinear regression methods\n\n\n\nIntroduction to generalized linear models\n\n\n\nModel evaluation\n\n\n\nUnsupervised learning incl. clustering and dimension reduction methods\n\n\n\nSupervised learning incl. classification\n\n\n\n\n\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 lectures\, group discussions\, live coding sessions etc. \n\n\n\n\n\n\n\nEntry requirements\n\n\n\n\nBasic R programming skills (check your skills by taking our self-assessment test)\n\n\n\nBYOL (bring your own laptop) with R and RStudio installed\n\n\n\nNo prior biostatistical knowledge is assumed\, only basic math skills (pre-course studying materials will be available upon course acceptance)\n\n\n\n\n\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.
URL:https://www.scilifelab.se/event/introduction-to-biostatistics-and-machine-learning-2/
LOCATION:Navet\, SciLifeLab Uppsala\, SciLifeLab Uppsala\, BMC C11\, Husargatan 3\, Uppsala\, 75237\, Sweden
CATEGORIES:Course
ORGANIZER;CN="NBIS - National Bioinformatics Infrastructure Sweden":MAILTO:education@nbis.se
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