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VERSION:2.0
PRODID:-//pretalx//pretalx.com//juliacon2021//speaker//Z7JSAN
BEGIN:VEVENT
UID:pretalx-juliacon2021-J7BFBM@pretalx.com
DTSTART:20210726T140000Z
DTEND:20210726T170000Z
DESCRIPTION:This workshop will introduce the recommended workflow for appli
 ed Bayesian data analysis by working through an example analysis together.
  We will start with the simplest non-trivial model and use increasingly so
 phisticated models to explain the properties of our data set based on mode
 l diagnostics. We will also give an overview of the different probabilisti
 c programming packages in Julia and show where we have advantages over oth
 er languages such as Stan and Python.
DTSTAMP:20260515T231253Z
LOCATION:Red
SUMMARY:Introduction to Bayesian Data Analysis - Kusti Skytén
URL:https://pretalx.com/juliacon2021/talk/J7BFBM/
END:VEVENT
BEGIN:VEVENT
UID:pretalx-juliacon2021-EWWNFZ@pretalx.com
DTSTART:20210729T131000Z
DTEND:20210729T132000Z
DESCRIPTION:Designing vaccines is an expensive and time consuming process. 
 This talk demonstrates how we can exploit automatic differentiation of ODE
 s\, parallelization\, stochastic search and Bayesian optimization to minim
 ize post-vaccination invasive pneumococcal disease and antibiotic resistan
 t strains in a bacteria population using a novel computational model of th
 e bacterial population dynamics that integrates epidemiological and genomi
 c data.
DTSTAMP:20260515T231253Z
LOCATION:Purple
SUMMARY:Designing ecologically optimized vaccines - Kusti Skytén
URL:https://pretalx.com/juliacon2021/talk/EWWNFZ/
END:VEVENT
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