{"id":1251,"date":"2025-03-20T10:18:42","date_gmt":"2025-03-20T14:18:42","guid":{"rendered":"https:\/\/carleton.ca\/registration\/?page_id=1251"},"modified":"2026-04-21T08:02:10","modified_gmt":"2026-04-21T12:02:10","slug":"bds","status":"publish","type":"page","link":"https:\/\/carleton.ca\/registration\/course-selection-guide\/bds\/","title":{"rendered":"Bachelor of Data Science"},"content":{"rendered":"\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-max  md:space-y-10 cu-prose-first-last\">\n\n        \n                    \n                    \n            \n    <div class=\"cu-wideimage relative flex items-center justify-center mx-auto px-8 overflow-hidden md:px-16 rounded-xl not-prose  my-6 md:my-12 first:mt-0 bg-opacity-50 bg-cover bg-cu-black-50 py-24 md:py-28 lg:py-36 xl:py-48\" style=\"background-image: url(https:\/\/carleton.ca\/registration\/wp-content\/uploads\/sites\/57\/2025\/03\/Data-Science-Banner.jpg); background-position: 50% 50%;\">\n\n                    <div class=\"absolute top-0 w-full h-screen\" style=\"background-color:rgba(0,0,0,0.600);\"><\/div>\n        \n        <div class=\"relative z-[2] max-w-4xl w-full flex flex-col items-center gap-2 cu-wideimage-image cu-zero-first-last\">\n            <header class=\"mx-auto mb-6 text-center text-white cu-pageheader cu-component-updated cu-pageheader--center md:mb-12\">\n\n                                    <h1 class=\"cu-prose-first-last font-semibold mb-2 text-3xl md:text-4xl lg:text-5xl lg:leading-[3.5rem] cu-pageheader--center text-center mx-auto after:left-px\">\n                        Bachelor of Data Science\n                    <\/h1>\n                \n                            <\/header>\n        <\/div>\n\n            <\/div>\n\n    \n\n    <\/div>\n<\/section>\n\n\n\n\n<div class=\"w-full max-w-xl mx-auto overflow-hidden bg-white rounded-lg shadow-lg cu-stackedlist cu-component not-contained not-prose\">\n    <h2 class=\"px-6 py-4 text-base font-semibold border-b rounded-t-lg md:text-xl bg-gray-50 text-cu-black-800\">\n        Table of Contents\n    <\/h2>\n    <div class=\"grid cu-scrollto cu-stackedlist--toc cu-stackedlist--1 md:grid-cols-1\">\n            <div class=\"space-y-1\">\n                    \n            <div class=\"pl-4 text-cu-red-700\">\n                <div class=\"flex gap-2 pb-3 text-base md:text-lg\">\n                    <span class=\"font-light text-cu-black-700\">\n                        1.\n                    <\/span>\n\n                    <a href=\"#welcome-to-your-bachelor-of-data-science-degree-program\" class=\"font-medium hover:underline\">\n                        Welcome to your Bachelor of Data Science degree program!\n                    <\/a>\n                <\/div>\n\n                                        <div class=\"space-y-1\">\n                    \n            <div class=\"pl-10 text-cu-red-700\">\n                <div class=\"flex gap-2 pb-3 text-base md:text-lg\">\n                    <span class=\"font-light text-cu-black-700\">\n                        1.1\n                    <\/span>\n\n                    <a href=\"#your-school\" class=\"font-medium hover:underline\">\n                        Your School\n                    <\/a>\n                <\/div>\n\n                            <\/div>\n                    \n            <div class=\"pl-10 text-cu-red-700\">\n                <div class=\"flex gap-2 pb-3 text-base md:text-lg\">\n                    <span class=\"font-light text-cu-black-700\">\n                        1.2\n                    <\/span>\n\n                    <a href=\"#your-degree-program\" class=\"font-medium hover:underline\">\n                        Your Degree Program\n                    <\/a>\n                <\/div>\n\n                            <\/div>\n                    \n            <div class=\"pl-10 text-cu-red-700\">\n                <div class=\"flex gap-2 pb-3 text-base md:text-lg\">\n                    <span class=\"font-light text-cu-black-700\">\n                        1.3\n                    <\/span>\n\n                    <a href=\"#registration-terminology\" class=\"font-medium hover:underline\">\n                        Registration Terminology\n                    <\/a>\n                <\/div>\n\n                            <\/div>\n                    \n            <div class=\"pl-10 text-cu-red-700\">\n                <div class=\"flex gap-2 pb-3 text-base md:text-lg\">\n                    <span class=\"font-light text-cu-black-700\">\n                        1.4\n                    <\/span>\n\n                    <a href=\"#courses-required-for-first-year-b-d-s-students\" class=\"font-medium hover:underline\">\n                        Courses Required for First-Year B.D.S. Students\n                    <\/a>\n                <\/div>\n\n                            <\/div>\n                    \n            <div class=\"pl-10 text-cu-red-700\">\n                <div class=\"flex gap-2 pb-3 text-base md:text-lg\">\n                    <span class=\"font-light text-cu-black-700\">\n                        1.5\n                    <\/span>\n\n                    <a href=\"#electives-and-prohibited-courses\" class=\"font-medium hover:underline\">\n                        Electives and Prohibited Courses\n                    <\/a>\n                <\/div>\n\n                            <\/div>\n                    \n            <div class=\"pl-10 text-cu-red-700\">\n                <div class=\"flex gap-2 pb-3 text-base md:text-lg\">\n                    <span class=\"font-light text-cu-black-700\">\n                        1.6\n                    <\/span>\n\n                    <a href=\"#laptop-requirement\" class=\"font-medium hover:underline\">\n                        Laptop Requirement\n                    <\/a>\n                <\/div>\n\n                            <\/div>\n                    \n            <div class=\"pl-10 text-cu-red-700\">\n                <div class=\"flex gap-2 pb-3 text-base md:text-lg\">\n                    <span class=\"font-light text-cu-black-700\">\n                        1.7\n                    <\/span>\n\n                    <a href=\"#important-notes-for-new-students\" class=\"font-medium hover:underline\">\n                        Important Notes for New Students\n                    <\/a>\n                <\/div>\n\n                            <\/div>\n            <\/div>\n\n                            <\/div>\n            <\/div>\n\n    <\/div>\n<\/div>\n\n\n\n<h2 id=\"welcome-to-your-bachelor-of-data-science-degree-program\" class=\"wp-block-heading\">Welcome to your Bachelor of Data Science degree program!<\/h2>\n\n\n\n<p>Please read this degree guide prior to registering.<\/p>\n\n\n\n<h3 id=\"your-school\" class=\"wp-block-heading\">Your School<\/h3>\n\n\n\n<p>The <a href=\"https:\/\/carleton.ca\/cuids\/\" target=\"_blank\" rel=\"noreferrer noopener\">Institute for Data Science\u00a0<\/a>is located in the Herzberg Laboratories (HP) building. For questions about the program, please <a href=\"https:\/\/carleton.ca\/datascience\/our-people\/#DSA_admin\" target=\"_blank\" rel=\"noreferrer noopener\">contact the\u00a0Undergraduate Advisors<\/a>\u00a0located in our Main Office, Room 5302, by telephone at (613) 520-2600 ext. 4364 or <a href=\"mailto:ds.ug.advisor@cunet.carleton.ca\">by email<\/a>.<br>\u00a0<br><a href=\"https:\/\/carleton.ca\/scs\/tech-support\/scs-rooms-support\/computer-laboratories\/\" target=\"_blank\" rel=\"noreferrer noopener\">The School of Computer Science\u2019s\u00a0computer labs<\/a>\u00a0are located on the fourth and fifth floors of HP.\u00a0<a href=\"https:\/\/carleton.ca\/scs\/tech-support\/\" target=\"_blank\" rel=\"noreferrer noopener\">Technical support is available<\/a> to students at the dedicated Help Desk in 5161 HP.<\/p>\n\n\n\n<p>Computer labs in the School of Mathematics and Statistics are located in 3393 and 4385 HP. <a href=\"https:\/\/carleton.ca\/math\/technical-help\/lab-information\" target=\"_blank\" rel=\"noreferrer noopener\">Visit the Math and Stats website<\/a> for technical support with Math and Stats courses.<br>\u00a0<br>For information on your undergraduate program please <a href=\"https:\/\/calendar.carleton.ca\/undergrad\/undergradprograms\/datascience\/\" target=\"_blank\" rel=\"noreferrer noopener\">refer to the Undergraduate Calendar<\/a>\u00a0 for course and program information.<\/p>\n\n\n\n<h3 id=\"your-degree-program\" class=\"wp-block-heading\">Your Degree Program<\/h3>\n\n\n\n<p>The Bachelor of Data Science program is a 20.0 credit degree program that can be completed in four years. With the Co-op option, the program can be completed in five years, with the first work term scheduled after students complete the second year of their program. To participate in Co-op, students must meet all eligibility requirements as <a href=\"https:\/\/calendar.carleton.ca\/undergrad\/undergradprograms\/datascience\/#cooperativeeducationtext\" target=\"_blank\" rel=\"noreferrer noopener\">stated in the Undergraduate Calendar<\/a>.<br>For more information about the Bachelor of Data Science program offered in the <a href=\"https:\/\/carleton.ca\/cuids\/\">Institute for Data Science<\/a>, please <a href=\"https:\/\/carleton.ca\/datascience\/\" target=\"_blank\" rel=\"noreferrer noopener\">visit our Bachelor of Data Science webpage<\/a>.<\/p>\n\n\n\n<h3 id=\"registration-terminology\" class=\"wp-block-heading\">Registration Terminology<\/h3>\n\n\n\n<p>Before you register for courses, you should understand the various registration terms that you will encounter throughout the registration process. These terms are <a href=\"https:\/\/carleton.ca\/registration\/terminology\/\" target=\"_blank\" rel=\"noreferrer noopener\">found on the Registration Terminology&nbsp;page<\/a>, e.g., \u201cpreclusion\u201d, \u201cprerequisite\u201d, \u201cYear in Program\u201d and more. There is also information about registering for tutorials and how tutorials differ from lectures.<\/p>\n\n\n\n<h3 id=\"courses-required-for-first-year-b-d-s-students\" class=\"wp-block-heading\">Courses Required for First-Year B.D.S. Students<\/h3>\n\n\n\n<section class=\"w-screen px-6 cu-section cu-section--white ml-offset-center md:px-8 lg:px-14\">\n    <div class=\"space-y-6 cu-max-w-child-5xl  md:space-y-10 cu-prose-first-last\">\n\n        \n    <div class=\"grid gap-6 mx-auto my-6 cu-column md:gap-10 md:grid-cols-2 md:my-10 first:mt-0\">\n        \n<div class=\"cu-column-content\">\n    \n\n<p><strong class=\"myprefix-text-bold\">Fall Term<\/strong><\/p>\n\n\n\n<p>COMP 1405 [0.5 credit]<\/p>\n\n\n\n<p>COMP 1805 [0.5 credit]<\/p>\n\n\n\n<p>DATA 1517 [0.5 credit]<\/p>\n\n\n\n<p>MATH 1007 [0.5 credit]<\/p>\n\n\n\n<p>0.5 credit in Free Electives<\/p>\n\n\n<\/div>\n\n\n<div class=\"cu-column-content\">\n    \n\n<p><strong class=\"myprefix-text-bold\">Winter Term<\/strong><\/p>\n\n\n\n<p>COMP 1406 [0.5 credit]<\/p>\n\n\n\n<p>DATA 1519 [0.5 credit]<\/p>\n\n\n\n<p>MATH 1104 [0.5 credit]<\/p>\n\n\n\n<p>STAT 1500 [0.5 credit]<\/p>\n\n\n\n<p>0.5 credit in Free Electives<\/p>\n\n\n<\/div>\n\n\n    <\/div>\n\n\n    <\/div>\n<\/section>\n\n\n\n<h3 id=\"electives-and-prohibited-courses\" class=\"wp-block-heading\">Electives and Prohibited Courses<\/h3>\n\n\n\n<p>The Bachelor of Data Science (B.D.S.) requires students to complete a number of Free Electives as part of the program requirements. Students are encouraged to take electives each term throughout their degree.<br>\u00a0<br>Free Electives are courses in any subject, excluding\u00a0courses on the prohibited courses list for the B.D.S. program. Prohibited courses cannot be used for credit towards the program, or minor requirements, for any student enrolled in the B.D.S. program. Students should always refer to the most recent Undergraduate Calendar for information regarding <a href=\"https:\/\/calendar.carleton.ca\/undergrad\/undergradprograms\/datascience\/#text\" target=\"_blank\" rel=\"noreferrer noopener\">prohibited courses<\/a>\u00a0and course preclusions (<a href=\"https:\/\/calendar.carleton.ca\/undergrad\/regulations\/academicregulationsoftheuniversity\/registration-evaluation-records\/\" target=\"_blank\" rel=\"noreferrer noopener\">see section 2.1.9 for further information about precluded courses<\/a>).<br>\u00a0<br>Courses\u00a0preclude\u00a0each other if they contain sufficient content in common, and credit may not be earned for more than one of the courses. Should two or more courses be taken that preclude each other, only the most recent attempt will be available for program credit; the remaining earlier attempt(s) will be forfeited. Courses that preclude each other are not necessarily considered equivalent and may or may not be interchangeable in fulfilling degree requirements.<br>\u00a0<br>B.D.S. students may register for up to two minors from other departments during their academic career. For example, you could add a minor in Math or Psychology to your degree and double count some, or all, of your minor courses towards your free elective requirements. You may view the <a href=\"https:\/\/calendar.carleton.ca\/undergrad\/undergradprograms\/\">Program section of each degree in the Undergraduate Calendar<\/a> to see the requirements of the specific minor.<br>\u00a0<br>Adding a minor(s) is not required. Students may choose their electives based on personal interest. If you are having difficulty deciding which electives to take, our best advice is to choose courses in topics you found interesting in high school or take courses in topics you are generally interested in studying. All course titles and descriptions can be <a href=\"http:\/\/www.carleton.ca\/calendars\/ugrad\/current\/courses\/\" target=\"_blank\" rel=\"noreferrer noopener\">found online in the\u00a0Carleton University Undergraduate Calendar<\/a> under \u201cCourses\u201d.<br>\u00a0<br>Students in the B.D.S program may also choose to enroll in one (or both) of the concentrations offered by the Institute for Data Science: Artificial Intelligence, and Statistics. Adding a concentration is a great way to focus your learning experience throughout your degree. Much like a minor, adding a concentration is not a mandatory requirement for your program. Students who choose to enroll in a concentration will be limited to enrolling in at most one minor in addition to their chosen concentration.\u00a0<br>\u00a0<br>Students may enroll in (at most) two concentrations, or two minors, or one concentration and one minor.\u00a0 If you have any questions about this selection and\/or are interested in taking a minor or double concentration, please <a href=\"https:\/\/carleton.ca\/datascience\/our-people\/#DSA_admin\" target=\"_blank\" rel=\"noreferrer noopener\">consult with an Undergraduate Advisor<\/a>.<\/p>\n\n\n\n<h3 id=\"laptop-requirement\" class=\"wp-block-heading\">Laptop Requirement<\/h3>\n\n\n\n<p>All students in the B.D.S. program must have a PC or Mac laptop meeting these minimum specs: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AMD Ryzen, Apple, or Intel i5\/i7\/i9\/Xeon CPU with virtualization support<\/li>\n\n\n\n<li>8 GB+ RAM (16 GB recommended)<\/li>\n\n\n\n<li>256 GB+ SSD storage<\/li>\n\n\n\n<li>WiFi, camera, mic, and audio<\/li>\n\n\n\n<li>A current Windows, macOS, or Linux OS. <\/li>\n<\/ul>\n\n\n\n<p>Netbooks, Chromebooks, Atom processors, and smartphones do not qualify. <\/p>\n\n\n\n<p>Remote learners can substitute a desktop with identical specs.&nbsp;<\/p>\n\n\n\n<h3 id=\"important-notes-for-new-students\" class=\"wp-block-heading\">Important Notes for New Students<\/h3>\n\n\n\n<p>Students may only count a maximum of 7.0 credits in zero and 1000-level courses toward fulfillment of graduation requirements. Credits in excess of this limit will be set aside as Extra to the Degree (ETD), No Credit for the Degree (NCD) or Forfeit.<\/p>\n\n\n\n<p>If you encounter a restriction when trying to register, please <a href=\"https:\/\/carleton.ca\/registration\/override-requests\/\" target=\"_blank\" rel=\"noreferrer noopener\">submit a&nbsp;Registration Override Request<\/a>&nbsp;on Carleton Central, and the department offering the course will get back to you.<\/p>\n\n\n\n<p>Find more information about registration and course selection <a href=\"https:\/\/carleton.ca\/datascience\/current-students\/bachelor-of-data-science\/\" target=\"_blank\" rel=\"noreferrer noopener\">on&nbsp;the Bachelor of Data Science website<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Welcome to your Bachelor of Data Science degree program! Please read this degree guide prior to registering. Your School The Institute for Data Science\u00a0is located in the Herzberg Laboratories (HP) building. For questions about the program, please contact the\u00a0Undergraduate Advisors\u00a0located in our Main Office, Room 5302, by telephone at (613) 520-2600 ext. 4364 or by [&hellip;]<\/p>\n","protected":false},"author":166,"featured_media":0,"parent":381,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_cu_dining_location_slug":"","footnotes":"","_links_to":"","_links_to_target":""},"cu_page_type":[14],"class_list":["post-1251","page","type-page","status-publish","hentry","cu_page_type-general"],"acf":{"cu_post_thumbnail":""},"_links":{"self":[{"href":"https:\/\/carleton.ca\/registration\/wp-json\/wp\/v2\/pages\/1251","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/carleton.ca\/registration\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/carleton.ca\/registration\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/carleton.ca\/registration\/wp-json\/wp\/v2\/users\/166"}],"replies":[{"embeddable":true,"href":"https:\/\/carleton.ca\/registration\/wp-json\/wp\/v2\/comments?post=1251"}],"version-history":[{"count":5,"href":"https:\/\/carleton.ca\/registration\/wp-json\/wp\/v2\/pages\/1251\/revisions"}],"predecessor-version":[{"id":1852,"href":"https:\/\/carleton.ca\/registration\/wp-json\/wp\/v2\/pages\/1251\/revisions\/1852"}],"up":[{"embeddable":true,"href":"https:\/\/carleton.ca\/registration\/wp-json\/wp\/v2\/pages\/381"}],"wp:attachment":[{"href":"https:\/\/carleton.ca\/registration\/wp-json\/wp\/v2\/media?parent=1251"}],"wp:term":[{"taxonomy":"cu_page_type","embeddable":true,"href":"https:\/\/carleton.ca\/registration\/wp-json\/wp\/v2\/cu_page_type?post=1251"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}