{"id":4,"date":"2016-11-17T14:07:08","date_gmt":"2016-11-17T22:07:08","guid":{"rendered":"https:\/\/project.wsu.edu\/genomics\/?page_id=4"},"modified":"2017-04-20T09:24:28","modified_gmt":"2017-04-20T16:24:28","slug":"courses","status":"publish","type":"page","link":"https:\/\/project.wsu.edu\/genomics\/courses\/","title":{"rendered":"Course List"},"content":{"rendered":"<p>This list has every graduate level &#8216;omics class WSU offers. If you would like to add to this list please email <a href=\"mailto:res.dev@wsu.edu\">res.dev@wsu.edu<\/a>.<\/p>\n<ul>\n<li>Biology:\n<ul>\n<li>BIOLOGY 519 Introduction to Population Genetics Survey of basic population and quantitative<br \/>\ngenetics<\/li>\n<li>BIOLOGY 521 Quantitative Genetics Fundamentals of quantitative genetics; evolutionary quantitative<br \/>\ngenetics<\/li>\n<li>BIOLOGY 534 Modern Methods in Population Genomics Problems and prospects of designing a<br \/>\nstudy with genomic data: from raw data to demography and selection inferences.<\/li>\n<li>BIOLOGY 566 Mathematical Genetics See MATH 563.<\/li>\n<\/ul>\n<\/li>\n<li>Computer science:\n<ul>\n<li>CPT S 570 Machine Learning Introduction to building computer systems that learn from their experience;<br \/>\nclassification and regression problems; unsupervised and reinforcement learning.<\/li>\n<li>CPT S 571 Computational Genomics Fundamental algorithms, techniques and applications.<\/li>\n<li>CPT S 572 Numerical Methods in Computational Biology Prereq cell biology, probability and<br \/>\nstatistics, graduate standing in computer science, or permission of the instructor. Computational methods<br \/>\nfor solving scientific problems related to information processing in biological systems at the molecular and<br \/>\ncellular levels.<\/li>\n<\/ul>\n<\/li>\n<li>Crop and Soil Sciences:\n<ul>\n<li>CROP SCI 545 Statistical Genomics Concepts and applications in modern breeding programs.<\/li>\n<li>CROP SCI 555 Epigenetics in Plants Understanding principles of epigenetics in plants with a focus on<br \/>\nits role in understanding and improving plant genomes and their adaptation to the changing environment.<br \/>\nRecommended preparation: General genetics.<\/li>\n<\/ul>\n<\/li>\n<li>Horticulture:\n<ul>\n<li>HORT 503 Advanced Topics in Horticulture<\/li>\n<\/ul>\n<\/li>\n<li>Mathematics\n<ul>\n<li>MATH 563 Mathematical Genetics Mathematical approaches to population genetics and genome<br \/>\nanalysis; theories and statistical analyses of genetic parameters. (Crosslisted course offered as MATH<br \/>\n563, BIOLOGY 566).<\/li>\n<\/ul>\n<\/li>\n<li>Molecular Biosciences:\n<ul>\n<li>MBIOS 503 Advanced Molecular Biology I DNA replication and recombination in prokaryotes and<br \/>\neukaryotes; recombinant DNA methods and host\/vector systems; genome analysis; transgenic<br \/>\norganisms. Recommended preparation: Introductory genetics and biochemistry coursework.<\/li>\n<li>MBIOS 578 Bioinformatics Computer analysis of protein and nucleic acid sequences, functional<br \/>\ngenomics and proteomics data; modeling biological networks and pathways. Recommended preparation:<br \/>\nIntroductory genetics or biochemistry coursework.<\/li>\n<\/ul>\n<\/li>\n<li>Statistics:\n<ul>\n<li>STAT 523 Statistical Methods for Engineers and Scientists Hypothesis testing; linear, multilinear, and<br \/>\nnonlinear regression; analysis of variance for designed experiments; quality control; statistical computing.<\/li>\n<li>STAT 530 Applied Linear Models The design and analysis of experiments by linear models.<\/li>\n<li>MATH\/STAT 536 Statistical Computing Generation of random variables, Monte Carlo simulation,<br \/>\nbootstrap and jackknife methods, EM algorithm, Markov chain Monte Carlo methods.<\/li>\n<li>STAT 565 Analyzing Microarray and Other Genomic Data Statistical issues from pre-processing<br \/>\n(transforming, normalizing) and analyzing genomic data (differential expression, pattern discovery and<br \/>\npredictions).<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>This list has every graduate level &#8216;omics class WSU offers. If you would like to add to this list please email res.dev@wsu.edu. Biology: BIOLOGY 519 Introduction to Population Genetics Survey of basic population and quantitative genetics BIOLOGY 521 Quantitative Genetics Fundamentals of quantitative genetics; evolutionary quantitative genetics BIOLOGY 534 Modern Methods in Population Genomics Problems [&hellip;]<\/p>\n","protected":false},"author":126,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"categories":[],"tags":[],"wsuwp_university_category":[],"wsuwp_university_location":[],"wsuwp_university_org":[],"_links":{"self":[{"href":"https:\/\/project.wsu.edu\/genomics\/wp-json\/wp\/v2\/pages\/4"}],"collection":[{"href":"https:\/\/project.wsu.edu\/genomics\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/project.wsu.edu\/genomics\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/project.wsu.edu\/genomics\/wp-json\/wp\/v2\/users\/126"}],"replies":[{"embeddable":true,"href":"https:\/\/project.wsu.edu\/genomics\/wp-json\/wp\/v2\/comments?post=4"}],"version-history":[{"count":10,"href":"https:\/\/project.wsu.edu\/genomics\/wp-json\/wp\/v2\/pages\/4\/revisions"}],"predecessor-version":[{"id":201,"href":"https:\/\/project.wsu.edu\/genomics\/wp-json\/wp\/v2\/pages\/4\/revisions\/201"}],"wp:attachment":[{"href":"https:\/\/project.wsu.edu\/genomics\/wp-json\/wp\/v2\/media?parent=4"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/project.wsu.edu\/genomics\/wp-json\/wp\/v2\/categories?post=4"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/project.wsu.edu\/genomics\/wp-json\/wp\/v2\/tags?post=4"},{"taxonomy":"wsuwp_university_category","embeddable":true,"href":"https:\/\/project.wsu.edu\/genomics\/wp-json\/wp\/v2\/wsuwp_university_category?post=4"},{"taxonomy":"wsuwp_university_location","embeddable":true,"href":"https:\/\/project.wsu.edu\/genomics\/wp-json\/wp\/v2\/wsuwp_university_location?post=4"},{"taxonomy":"wsuwp_university_org","embeddable":true,"href":"https:\/\/project.wsu.edu\/genomics\/wp-json\/wp\/v2\/wsuwp_university_org?post=4"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}