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DayDateWeek LectureTopicTitle
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Tuesay03-Jan11Intro/ReviewCourse Logistics and Intro
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Thursday05-Jan12Review: ML, Stat
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Tuesay10-Jan23GeneticsGenetics, linear models, and inference I
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Thursday12-Jan24Genetics, linear models, and inference II
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Tuesay17-Jan35Genetics, linear models, and inference III
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Thursday19-Jan36Confounding and linear mixed effect models
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Tuesay24-Jan47Interaction effects in linear models
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Thursday26-Jan48Review of Genetics modules
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Tuesay31-Jan59Multi-omics AnalysisMulti-omics and GWAS mechanism
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Thursday02-Feb510Multi-omics association studies
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Tuesay07-Feb611Causal Inference
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Thursday09-Feb612Regulatory GenomicsGene regulation
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Tuesay14-Feb713Gene regulation - Network biology
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Thursday16-Feb714Gene regulation - Sequence analysis
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Tuesay21-Feb815Deep learning models to learn regulation grammar
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Thursday23-Feb816Understanding what deep learning models learn
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Tuesay28-Feb917Single Cell GenomicsSingle Cell Genomics Intro
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Thursday02-Mar918Unsupervised learning II
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Tuesay07-Mar1019Batch effects & single cell data
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Thursday09-Mar1020Special TopicInvited speaker: Manu Setty (Fred Hutch) - Recent topics in single cell genomics
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