{"id":1923,"date":"2023-08-01T19:30:43","date_gmt":"2023-08-01T19:30:43","guid":{"rendered":"https:\/\/units.cals.ncsu.edu\/master-of-microbial-biotechnology\/?page_id=1923"},"modified":"2024-03-06T16:40:31","modified_gmt":"2024-03-06T16:40:31","slug":"data-science-concentration","status":"publish","type":"page","link":"https:\/\/units.cals.ncsu.edu\/master-of-microbial-biotechnology\/prospective-students\/curriculum\/data-science-concentration\/","title":{"rendered":"Data Science Concentration"},"content":{"rendered":"\n\n\n\n\n<p>The data science concentration or students interested in exploring methods to source, manage, and analyze \u201cbig data\u201d in the context of the biotechnology industry.<\/p>\n\n\n\n<p>Students interested in a concentration in Data Science may also wish to consider pursuing the <a href=\"https:\/\/statistics.sciences.ncsu.edu\/graduate\/online-programs\/applied-statistics-and-data-management-certificate\/\">Applied Statistics and Data Management Certificate<\/a>.<\/p>\n\n\n\n<p>Coursework for this track focuses on fundamentals and concepts in:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Statistical methods<\/li>\n\n\n\n<li>Statistical programming<\/li>\n\n\n\n<li>Big data analysis<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Recommended Elective Courses<\/h2>\n\n\n\n<div class=\"wp-block-ncst-accordion ncst-accordion\"><div class=\"accordion\" id=\"ncst-accordion-0\">\n<div class=\"wp-block-ncst-accordion-item ncst-accordion-item panel\"><a class=\"accordion-item__header collapsed\" href=\"#ncst-accordion-item-0-0\" id=\"ncst-accordion-item-heading-0\" data-toggle=\"collapse\" data-target=\"#ncst-accordion-item-0-0\" aria-controls=\"ncst-accordion-item-0-0\" rel=\"noopener noreferrer\"><span class=\"accordion-item__expansion-indicator\"><span class=\"ncst-plus-minus-toggle\"><\/span><\/span><h2 class=\"accordion-item__label h5\">Statistics (ST) courses<\/h2><\/a><div class=\"collapse panel-collapse accordion-item__content-container \" id=\"ncst-accordion-item-0-0\" aria-labelledby=\"ncst-accordion-item-heading-0\" data-parent=\"#ncst-accordion-0\"><div class=\"accordion-item__content\">\n<ul class=\"wp-block-list\">\n<li>ST 513 Statistics for Management and Social Sciences I (3 credits)<\/li>\n\n\n\n<li>ST 514 Statistics for Management and Social Sciences II (3&nbsp; credits)<\/li>\n\n\n\n<li>ST 554 Big Data Analysis (Python course) (3 &nbsp;credits)<\/li>\n\n\n\n<li>ST 555 Statistical Programming I (SAS course) (3 &nbsp;credits)<\/li>\n\n\n\n<li>ST 556 Statistical Programming II (SAS course) (3 &nbsp;credits)<\/li>\n<\/ul>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-ncst-accordion-item ncst-accordion-item panel\"><a class=\"accordion-item__header collapsed\" href=\"#ncst-accordion-item-0-1\" id=\"ncst-accordion-item-heading-1\" data-toggle=\"collapse\" data-target=\"#ncst-accordion-item-0-1\" aria-controls=\"ncst-accordion-item-0-1\" rel=\"noopener noreferrer\"><span class=\"accordion-item__expansion-indicator\"><span class=\"ncst-plus-minus-toggle\"><\/span><\/span><h2 class=\"accordion-item__label h5\">Academy of Data Science (DSC) courses<\/h2><\/a><div class=\"collapse panel-collapse accordion-item__content-container \" id=\"ncst-accordion-item-0-1\" aria-labelledby=\"ncst-accordion-item-heading-1\" data-parent=\"#ncst-accordion-0\"><div class=\"accordion-item__content\">\n<ul class=\"wp-block-list\">\n<li>DSC 405 Data Wrangling and Web Scraping (need R or python experience (1 credit)<\/li>\n\n\n\n<li>DSC 406 Exploratory Data Analysis for Big Data (need R or python experience) (1 credit)<\/li>\n\n\n\n<li>DSC 495\/595 Special Topics in Data Science (1 credit)<\/li>\n<\/ul>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-ncst-buttons\">\n<div class=\"wp-block-ncst-button\"><a href=\"https:\/\/units.cals.ncsu.edu\/master-of-microbial-biotechnology\/prospective-students\/curriculum\/\" class=\"btn ncst-block__button-link\" data-ncst-lightbox=\"false\" data-ua-cat=\"Button Block\" data-ua-action=\"Button Click\" data-ua-label=\"https:\/\/units.cals.ncsu.edu\/master-of-microbial-biotechnology\/prospective-students\/curriculum\/\"><span class=\"text\">Back to Curriculum<\/span><span class=\"arrow-indicator\">\n<svg class=\"wp-block-ncst-wolficon wolficon\" role=\"img\" aria-hidden=\"true\"><use xlink:href=\"#wolficon-arrow-right-bold\" \/><\/svg>\n<\/span><\/a><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-ncst-resource-links\">\n<div class=\"wp-block-ncst-single-resource-link has-red-400-text-color\"><a href=\"https:\/\/applygrad.ncsu.edu\/register\/?id=819c7cd0-bc33-45d0-a994-5805fe46b5bc\" class=\"ncst-single-resource-link__url\"><span class=\"ncst-icon\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" data-name=\"Layer 1\" viewBox=\"0 0 512 512\" size=\"75\"><path d=\"M394.44 118.79v182.42H167.43l-35.47 40.53v23.31H353.9l94.25 106.41V365.05H512V118.79H394.44z\"><\/path><path d=\"M159.11 286.8h221.94V40.54H0V286.8h63.85v106.41Zm125.66-156.07a31.42 31.42 0 1 1-31.41 31.42 31.42 31.42 0 0 1 31.41-31.42Zm-94.25 0a31.42 31.42 0 1 1-31.41 31.42 31.42 31.42 0 0 1 31.41-31.42Zm-95.26 0a31.42 31.42 0 1 1-31.41 31.42 31.42 31.42 0 0 1 31.41-31.42Z\"><\/path><\/svg><\/span><div class=\"ncst-single-resource-link__content\"><h2 class=\"ncst-single-resource-link__heading\">Want to learn more about the program?<\/h2><p class=\"ncst-single-resource-link__teaser\"><span class=\"text\">Complete our interest form and someone will be in touch with you.<\/span><span class=\"arrow-indicator\"><svg class=\"wolficon\" role=\"img\" aria-hidden=\"true\"><use xlink:href=\"#wolficon-arrow-right-bold\" \/><\/svg><\/span><\/p><\/div><\/a><\/div>\n\n\n\n<div class=\"wp-block-ncst-single-resource-link has-red-400-text-color\"><a href=\"https:\/\/units.cals.ncsu.edu\/master-of-microbial-biotechnology\/prospective-students\/admissions\/\" class=\"ncst-single-resource-link__url\"><span class=\"ncst-icon\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" data-name=\"Layer 1\" viewBox=\"0 0 512 512\" size=\"75\"><path d=\"M0 512h468l24.57-78.85-28.7-143.36L512 146.43l-13.31-31.74-24.58 23.55 9.22-60.42L449.54 0 342 107.52l-57.35-6.14-80.89 98.3-101.36 78.85-1 1a24.14 24.14 0 0 0-7.17 16.39 21.3 21.3 0 0 0 19.45 21.5l31.75 3.07-52.25 88.09Z\"><\/path><\/svg><\/span><div class=\"ncst-single-resource-link__content\"><h2 class=\"ncst-single-resource-link__heading\">Ready to start your journey?<\/h2><p class=\"ncst-single-resource-link__teaser\"><span class=\"text\">Review our admission requirements and submit your application.  <\/span><span class=\"arrow-indicator\"><svg class=\"wolficon\" role=\"img\" aria-hidden=\"true\"><use xlink:href=\"#wolficon-arrow-right-bold\" \/><\/svg><\/span><\/p><\/div><\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>The data science concentration or students interested in exploring methods to source, manage, and analyze \u201cbig data\u201d in the context of the biotechnology industry. Students interested in a concentration in&hellip;<\/p>\n","protected":false},"author":46,"featured_media":0,"parent":164,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"ncst_dynamicHeaderBlockName":"ncst\/split-header","ncst_dynamicHeaderData":"{\"backgroundColor\":\"red_400\",\"imageID\":1925,\"imageURL\":\"https:\/\/units.cals.ncsu.edu\/master-of-microbial-biotechnology\/wp-content\/uploads\/sites\/10\/2023\/08\/MH13670.jpg\",\"pageIntro\":\"\",\"focalPoint\":{\"x\":0.62,\"y\":0.74},\"imageAlt\":\"\"}","ncst_content_audit_freq":"","ncst_content_audit_date":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-1923","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/units.cals.ncsu.edu\/master-of-microbial-biotechnology\/wp-json\/wp\/v2\/pages\/1923","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/units.cals.ncsu.edu\/master-of-microbial-biotechnology\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/units.cals.ncsu.edu\/master-of-microbial-biotechnology\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/units.cals.ncsu.edu\/master-of-microbial-biotechnology\/wp-json\/wp\/v2\/users\/46"}],"replies":[{"embeddable":true,"href":"https:\/\/units.cals.ncsu.edu\/master-of-microbial-biotechnology\/wp-json\/wp\/v2\/comments?post=1923"}],"version-history":[{"count":7,"href":"https:\/\/units.cals.ncsu.edu\/master-of-microbial-biotechnology\/wp-json\/wp\/v2\/pages\/1923\/revisions"}],"predecessor-version":[{"id":2001,"href":"https:\/\/units.cals.ncsu.edu\/master-of-microbial-biotechnology\/wp-json\/wp\/v2\/pages\/1923\/revisions\/2001"}],"up":[{"embeddable":true,"href":"https:\/\/units.cals.ncsu.edu\/master-of-microbial-biotechnology\/wp-json\/wp\/v2\/pages\/164"}],"wp:attachment":[{"href":"https:\/\/units.cals.ncsu.edu\/master-of-microbial-biotechnology\/wp-json\/wp\/v2\/media?parent=1923"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}