{ "availability": true, "data": { "awardTitle": "Graduate Certificate in Data Science Fundamentals", "advertisedTitle": "Graduate Certificate in Data Science Fundamentals", "totalCreditPoints": 60, "offerYear": 2027, "studentType": "Domestic", "locationDisplayName": "Online", "deliveryModeCode": "OL", "deliveryModeDescription": "Online", "cricosCourseCode": "", "isFlexibleLocation": false, "majors": [], "specialisations": [], "virtualRollover": { "enabled": true, "instance": true, "indicativeFees": true, "startDates": true }, "relatedCourses": { "nestedCourses": null }, "startDates": "LTU Term 2 (March 2027), LTU Term 3 (May 2027), LTU Term 4 (July 2027), LTU Term 5 (September 2027)", "duration": "1 year part-time", "prerequisite": "", "courseDescription": "<p>Every data scientist must become a master of mathematics, modelling and database design. With La Trobe's Graduate Certificate in Data Science Fundamentals, you'll take your first big steps towards this important goal.<\/p><p>Gain valuable skills and knowledge, learn from industry experts and build your professional networks. Whether you have existing experience in data science or not, this course is your pathway to start or progress your career in this exciting domain.<\/p><p>Build your skills using real data sets from our industry partners and learn how to solve data challenges facing businesses and organisations. Learn how to create complex models and use powerful tools for advanced analysis and problemsolving. Designed in collaboration with our industry partners, this degree gives you the knowledge, skills and hands-on experience to transition from university to the workplace.<\/p><p>Learn from leading academics and industry practitioners via our flexible online learning platform. You'll be immersed in a fascinating curriculum and develop strong connections with fellow students that will support your career and widen your networks.<\/p><p>Graduate prepared to kickstart a career in data science or transfer directly into the second semester of La Trobe's<br \/>Master of Data Science, should you decide to further your studies.<\/p><p>You'll learn:<\/p><ul><li><strong>Programming<\/strong><ul><li>Learn the language of computers. Understand how to analyse problems and use Python to build software-based solutions.<\/li><\/ul><\/li><li><strong>Database fundamentals<\/strong><ul><li>Understand how to design, build and implement databases, and explore advanced concepts relating to database design.<\/li><\/ul><\/li><li><strong>Mathematics<\/strong><ul><li>Explore the mathematical ideas underpinning the theory and techniques of data science. Learn how to use matrices to manipulate data.<\/li><\/ul><\/li><li><strong>Statistics and probability<\/strong><ul><li>Learn important statistical techniques. Understand how to make sense of data, find trends and predict probable outcomes using R.<\/li><\/ul><\/li><\/ul><p class=\"footnote\">The qualification awarded on graduation is recognised in the Australian Qualifications Framework (AQF) as Level 8 - Graduate Certificate.<\/p>", "entryReq": { "rse": { "isEligible": true, "ineligibleMsg": "", "admCriAtarStmt": "", "prerequisite": "", "admCriInAddToAtar": "", "selRankAdj": "", "otherAdmOpts": "" }, "higherEd": { "isEligible": true, "ineligibleMsg": "", "prerequisite": "", "admCri": "" }, "vet": { "isEligible": true, "ineligibleMsg": "", "prerequisite": "", "admCri": "" }, "wle": { "isEligible": true, "ineligibleMsg": "", "prerequisite": "", "admCri": "" }, "prerequisite": "<p><span>Successful completion of an Australian bachelor degree (or equivalent).<\/span><\/p>", "academicEntReq": "", "essentialRequirementsInherent": "", "engReq": "", "hasEngReqAlt": true }, "vtacCodes": null, "courseStructure": "<section id=\"course-structure\" class=\"sublayout-1\"><div class=\"ds-block\"> <p><b>To qualify for the award of Graduate Certificate in Data Science Fundamentals, students must complete a total of 60 credit points across 1 year.<\/b><\/p><\/div><div class=\"ds-block ds-block--full-width course-structure-content\"><div class=\"ds-tabs\"><div class=\"ds-tabs-nav ds-block\" role=\"tablist\"><button class=\"ds-tabs-nav__tab\" role=\"tab\" aria-selected=\"true\" aria-controls=\"tab1\" id=\"tab1trigger\" >Year 1<\/button><\/div><div class=\"ds-content-chunk\" data-bg-color=\"lightest\"><div id=\"tab1\" class=\"ds-block ds-tab-content__body\" role=\"tabpanel\" aria-labelledby=\"tab1trigger\"> <p class=\"lead\"> Year 1 requires the completion of <b><a class=\"pls-explain\" title=\"A credit point is a unit of measurement to indicate the relative study load of subjects, courses, majors, minors, specialisations and other academic items.<br><br>For example, to be eligible for the award of a standard Bachelor's degree, a student must complete 360 credit points.\">60 credit points<\/a><\/b> including:<\/p> <ul> <li><b>60 credit points<\/b> from Core<\/li><\/ul><\/div><\/div><\/div><\/div><div class=\"ds-block\"><h4>Study options<\/h4><\/div><div class=\"ds-block\"><div class=\"ds-accordion\"> <h5> <button id=\"check-course-struct-1\" class=\"ds-accordion__trigger\" aria-expanded=\"false\" aria-controls=\"course-struct-1\"> <span class=\"ds-accordion__title\"> Core subjects <\/span> <\/button> <\/h5> <div id=\"course-struct-1\" class=\"ds-accordion__content\" role=\"region\" aria-labelledby=\"check-course-struct-1\"> <div class=\"ds-table-wrapper\"> <p> Core subjects are required subjects in your course. You need to complete these subjects to attain your degree. <\/p> <table class=\"ds-table--striped\"> <thead> <tr> <th> Subject name<\/th> <th> Subject code<\/th> <th> Year<\/th> <th> Credit points<\/th> <\/tr> <\/thead> <tbody><tr> <td><a href=\"https:\/\/handbook.latrobe.edu.au\/subjects\/2026\/LTU0AIM\" target=\"_blank\">ACADEMIC INTEGRITY MODULE<\/a><\/td> <td> LTU0AIM<\/td> <td> 1<\/td> <td> 0<\/td><\/tr><tr> <td><a href=\"https:\/\/handbook.latrobe.edu.au\/subjects\/2026\/CSE4DBF\" target=\"_blank\">DATABASE FUNDAMENTALS<\/a><\/td> <td> CSE4DBF<\/td> <td> 1<\/td> <td> 15<\/td><\/tr><tr> <td><a href=\"https:\/\/handbook.latrobe.edu.au\/subjects\/2026\/CSE4IP\" target=\"_blank\">INTRODUCTION TO PROGRAMMING<\/a><\/td> <td> CSE4IP<\/td> <td> 1<\/td> <td> 15<\/td><\/tr><tr> <td><a href=\"https:\/\/handbook.latrobe.edu.au\/subjects\/2026\/MAT4MDS\" target=\"_blank\">MATHEMATICS FOR DATA SCIENCE<\/a><\/td> <td> MAT4MDS<\/td> <td> 1<\/td> <td> 15<\/td><\/tr><tr> <td><a href=\"https:\/\/handbook.latrobe.edu.au\/subjects\/2026\/STM4PSD\" target=\"_blank\">PROBABILITY AND STATISTICS FOR DATA SCIENCE<\/a><\/td> <td> STM4PSD<\/td> <td> 1<\/td> <td> 15<\/td><\/tr> <\/tbody><\/table><\/div><\/div><\/div><\/div><\/section>", "workBasedLearning": "", "handbookLinkHtml": "<a href=\"https:\/\/handbook.latrobe.edu.au\/courses\/2026\/SCDSFO\" target='_blank'>Online<\/a>", "intendedLearningOutcomes": "<ul><li>Apply advanced understanding of fundamental issues and techniques in data science<\/li><li>Critically evaluate solutions to technical problems using mathematical and statistical approaches<\/li><li>Communicate and interpret information in the field of data science to expert and lay audiences<\/li><\/ul>", "careerOpportunities": "<p>Data scientists are highly sought-after in a wide range of sectors, including business and finance, science, education, health and sports.<\/p><p>Graduates may be suitable for roles such as:<\/p><ul><li><em> <\/em><strong>Data scientist<\/strong><ul><li>Understand complex data and leverage it to the advantage of businesses and organisations.<\/li><\/ul><\/li><li><strong>Business analyst<\/strong><ul><li>Understand how businesses run and use data to solve problems and improve processes.<\/li><\/ul><\/li><li><strong>Health analyst<\/strong><ul><li>Gather, analyse and verify healthcare information.<\/li><\/ul><\/li><\/ul>", "professionalRecognition": "", "fees": { "overview": "$17,400 full course duration (per 60 credit points). <br>Note: 120 credit points represents full-time study for one year. <br>Commonwealth Supported Places (CSP) may be available.<BR> Indicative CSP price $3,607 per 60 credit points.", "showFeeLegislationMsg": false, "amountDescription": "$17,400 full course duration (per 60 credit points). <br>Note: 120 credit points represents full-time study for one year. <br>Commonwealth Supported Places (CSP) may be available.<BR> Indicative CSP price $3,607 per 60 credit points.", "essentialRequirementsSelection": "", "eligibleForCspLoan": false, "eligibleForErpLoan": false } }, "content": { "atarDistributionReport": null }, "softContent": { "contactCta": { "primaryCta": { "link": "https:\/\/consultation.latrobe.edu.au", "text": "Book a 1:1 consultation" }, "secondaryCta": { "link": "#contact-us", "text": "Contact us" }, "overwriteHeadline": "<h2>Solve data challenges facing businesses<\/h2>\r\n<h3 style=\"color: black;\">Applications open in August<\/h3>\r\n<ul><li>Discover how to create complex models and use powerful tools for advanced analysis and problem-solving.<\/li><li>Build your skills using real data sets from our industry partners and learn how to solve data challenges facing businesses and organisations.<\/li><li>Learn from leading academics and industry practitioners via our flexible online learning platform.<\/li><li>Graduate prepared to transfer directly into the second semester of La Trobe's Master of Data Science.<\/li><\/ul><p>For more information or to check your eligibility, call our team of Student Enrolment Advisors on (+61 3) 9917 3009.<\/p>\r\n", "headline": "<p class=\"h2\">Applications open in August<\/p>", "subheadline": "<p>There's never been a better time to build new skills and follow your passion. Apply now to secure your place at La Trobe.<\/p>", "contactCallBtn": { "show": true, "link": "tel:1300135045", "text": "Call 1300 135 045" }, "contactConsultBtn": { "show": true, "link": "https:\/\/consultation.latrobe.edu.au", "text": "Book a 1:1 consultation" }, "contactChatBtn": { "show": true, "link": "https://www.latrobe.edu.au/contact/chat", "text": "Live chat" }, "contactAskBtn": { "show": true, "link": "https://www.latrobe.edu.au/contact/question", "text": "Ask a question" }, "howToApplyVtacStatusText": "Apply through VTAC", "howToApplyUacStatusText": "Apply through UAC" }, "atarPeriod": "based on the January 2026 ATAR profile", "feeAdditionalDescription": "" } }