{"id":8619,"date":"2021-05-11T17:35:14","date_gmt":"2021-05-11T09:35:14","guid":{"rendered":"https:\/\/www.dbs.nus.edu.sg\/?page_id=8619"},"modified":"2024-11-13T09:30:08","modified_gmt":"2024-11-13T01:30:08","slug":"minor-in-bioinformatics","status":"publish","type":"page","link":"https:\/\/www.dbs.nus.edu.sg\/lifesciences\/minor-in-bioinformatics\/","title":{"rendered":"Minor in Bioinformatics"},"content":{"rendered":"<p><span style=\"color: #003d7c;\"><strong><span style=\"font-size: 18pt;\"><span style=\"color: #ff0000;\">Notice<\/span><\/span><\/strong><\/span><\/p>\n<p><em><strong><span style=\"color: #ff0000;\">Updated 8 July 2024<\/span> &#8211; The core courses meant for the fulfillment of Minor in Bioinformatics have been regularised to ZB-prefixed codes.<\/strong><\/em><\/p>\n<p>LSM2241 Introductory Bioinformatics -&gt; Re-code to ZB2101.<br \/>\nLSM3241 Genomic Data Analysis -&gt; Re-code to ZB3101.<br \/>\nLSM2302 Computational Thinking for Life Sciences -&gt; Re-code to ZB2201.<\/p>\n<p>ZB2101 and ZB3101 do not serve as elective option for Life Sciences Major\/Minor. ZB2201 does not serve as elective option for Life Sciences Major\/Minor; it is an option for Digital Literacy for CHS Common Curriculum.<\/p>\n<p><em><strong><span style=\"color: #ff0000;\">Updated 8 July 2024<\/span> &#8211; For Cohorts AY2019\/2020 onwards, CS1010\/CS1101S is not required as an essential course; it is regarded as an elective option. Student may choose between <span>ZB2201\/LSM2302 or CS1101S\/CS1010 (or its variant) to fulfill the Minor. <\/span>Please refer to the revised requirements for the Minor in Bioinformatics below.<\/strong><\/em><\/p>\n<p>The revised set of Minor requirements accommodates the previous set of requirements. Students who have been following the previous set of requirements are expected to fulfill the Minor.<\/p>\n<p><em><strong><span style=\"color: #ff0000;\">Updated 8 July 2024<\/span> &#8211; Three courses have<\/strong><\/em><em><strong> been added as elective options.<\/strong><\/em><\/p>\n<p><span>ZB2201\/LSM2302 Computational Thinking for Life Sciences<br \/>\n<\/span><span>LSM4231 Structural Biology<br \/>\n<\/span><span>LSM4241 Functional Genomics<\/span><\/p>\n<ul><\/ul>\n<hr \/>\n<p>Computational analysis of biological data is transforming biomedicine, environmental sciences, and biomedical engineering. In addition to their importance in the life sciences itself, bioinformatics and computational biology are also areas of increasing importance in the pharmaceutical sciences, applied computer science and computer engineering. The growth of these fields is fueled by advancements in high-throughput, data-rich technologies, none more so than new technologies in DNA sequencing. The Minor in Bioinformatics aims to address the growing need for computationally skilled graduates with skills broadly related to the life sciences.<\/p>\n<p><span style=\"text-decoration: underline;\"><strong>To be awarded the Minor, the following requirements (20 units) are to be fulfilled (for Cohorts AY2019\/2020 onwards):<\/strong><\/span><\/p>\n<p><em>Click on the course for its details at NUSMods.\u00a0<\/em><\/p>\n<p><strong>1. Essential Courses \u2013 Pass all the following (Total 8 units)<\/strong><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul style=\"list-style-type: disc;\">\n<li><a href=\"https:\/\/nusmods.com\/courses\/LSM3254\/ecology-of-aquatic-environments\" target=\"_blank\" rel=\"noopener\"><span lang=\"EN-US\"><\/span><\/a><a href=\"https:\/\/nusmods.com\/courses\/ZB2101\/introductory-bioinformatics\"><span>ZB2101\/LSM2241 Introductory Bioinformatics<\/span><\/a><\/li>\n<li><a href=\"https:\/\/nusmods.com\/courses\/ZB3101\/genomic-data-analysis\"><span>ZB3101\/LSM3241 Genomic Data Analysis<\/span><\/a><span lang=\"EN-US\"><em><\/em>\n<p><\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>2. Elective Courses \u2013 Pass 3 of the following (Total 12 units)<\/strong><\/p>\n<p><em>&#8211; At least one as either ZB2201\/LSM2302 or CS1101S\/CS1010 (or its variant).<br \/>\n&#8211; At least one at Level 3000 or 4000. <br \/>\n&#8211; At most two CS-prefixed courses.<\/em><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul style=\"list-style-type: disc;\">\n<li><a href=\"https:\/\/nusmods.com\/courses\/ZB2201\/computational-thinking-for-life-sciences\"><span>ZB2201\/LSM2302 Computational Thinking for Life Sciences<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.science.nus.edu.sg\/undergraduates\/undergraduate-research\/urops\/\"><span>ZB3288 Advanced UROPS in Computational Biology I<\/span><\/a><\/li>\n<li><a href=\"https:\/\/nusmods.com\/courses\/ZB4171\/advanced-topics-in-bioinformatics\"><span>ZB4171 Advanced Topics in Bioinformatics<\/span><\/a><\/li>\n<li><span>CS1010\/CS1101S Programming Methodology (or its variant)<\/span><\/li>\n<li><a href=\"https:\/\/nusmods.com\/courses\/CS2040\/data-structures-and-algorithms\"><span>CS2040 Data Structures and Algorithms (or its variant)<\/span><\/a><\/li>\n<li><a href=\"https:\/\/nusmods.com\/courses\/CS4220\/knowledge-discovery-methods-in-bioinformatics\"><span>CS4220 Knowledge Discovery Methods in Bioinformatics<\/span><\/a><\/li>\n<li><a href=\"https:\/\/nusmods.com\/courses\/MA3259\/mathematical-methods-in-genomics\"><span>MA3259 Mathematical Methods in Genomics<\/span><\/a><\/li>\n<li><a href=\"https:\/\/nusmods.com\/courses\/LSM4231\/structural-biology\"><span>LSM4231 Structural Biology<\/span><\/a><\/li>\n<li><a href=\"https:\/\/nusmods.com\/courses\/LSM4241\/functional-genomics\"><span>LSM4241 Functional Genomics<\/span><\/a><br \/>\n\u00a0\u00a0<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul><\/ul>\n<ul style=\"list-style-type: circle;\">\n<li>Up to 8 units (i.e., two courses) may be double counted and used to meet (i) the Minor requirement and (ii) another requirement, e.g., General Education (only for students admitted from AY2021\/2022 onwards), College (e.g., Common Curriculum), Faculty, Major, Second Major, Minor, Specialisation or other requirement, i.e., at least 12 units of the Minor must be distinct and not overlapping.<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul style=\"list-style-type: disc;\"><\/ul>\n<\/li>\n<\/ul>\n<ul style=\"list-style-type: circle;\"><\/ul>\n<h3><\/h3>\n<h3><span style=\"font-size: 12pt;\">Application<\/span><\/h3>\n<p>This is an open Minor and is available to undergraduate students from all disciplines. <span>The declaration to join the Minor should be made by the start of the fifth semester of the undergraduate candidature.<\/span><\/p>\n<p>Declaration is via EduRec. Please refer to the Academic Plan Application\/Declaration (APAD) <a href=\"http:\/\/nus.edu.sg\/ModReg\/academic-plan-application-declaration.html\">website<\/a> for more details.<\/p>\n<p>For enquiry on Minor in Bioinformatics, you may contact the Programme Coordinator, Prof Greg Tucker-Kellogg <a href=\"mailto:dbsgtk@nus.edu.sg\">dbsgtk@nus.edu.sg<\/a>.\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Notice Updated 8 July 2024 &#8211; The core courses meant for the fulfillment of Minor in Bioinformatics have been regularised&#8230;<\/p>\n","protected":false},"author":53,"featured_media":0,"parent":11608,"menu_order":7,"comment_status":"closed","ping_status":"closed","template":"prospective.php","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-8619","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Minor in Bioinformatics - NUS Biological Sciences<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.dbs.nus.edu.sg\/lifesciences\/minor-in-bioinformatics\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Minor in Bioinformatics - NUS Biological Sciences\" \/>\n<meta property=\"og:description\" content=\"Notice Updated 8 July 2024 &#8211; 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