{"id":3305,"date":"2026-03-20T00:01:16","date_gmt":"2026-03-20T00:01:16","guid":{"rendered":"https:\/\/www.newman.ac.uk\/courses\/course\/msc-data-science-conversion\/"},"modified":"2026-04-01T11:20:02","modified_gmt":"2026-04-01T10:20:02","slug":"msc-data-science-conversion","status":"publish","type":"course","link":"https:\/\/newman.ac.uk\/courses\/course\/msc-data-science-conversion\/","title":{"rendered":"Data Science (conversion) MSc"},"content":{"rendered":"\t<div class=\"course-header-container has-blue-color has-sky-background-color alignfull mt-0 pt-0\">\n\t\t<div class=\"course-header-layout\">\n\t\t\t<div class=\"course-info-column\">\n\t\t\t\t<div id=\"apply-now\" class=\"course-info\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"wp-block-newman-back-button mb-4 has-7-font-size\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/newman.ac.uk\/courses\/subject-area\/computer-science\/\" class=\"line has-text-weight-normal\">Back to subject area<\/a>\n\t\t\t\t\t\t\t<svg width=\"16\" height=\"16\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n\t\t\t\t\t\t\t\t<path d=\"M15 18L9 12L15 6\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n\t\t\t\t\t\t\t<\/svg>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\n\t\t\t\t\t<h1 class=\"course-title has-3-font-size--mobile\">Data Science (conversion) MSc<\/h1>\n\n\t\t\t\t\t<p class=\"course-level\">Postgraduate<\/p>\n\n\t\t\t\t\t<div class=\"course-dynamic-content\">\n\t\t\t\t\t\t<div class=\"loader is-hidden\"><\/div>\n\t\t\t\t\t\t<dl class=\"course-details-list\">\n\t\t\t\t\t\t\t<div class=\"course-details-item\">\n\t\t\t\t\t\t\t\t<dt class=\"detail-label\">Start date<\/dt>\n\t\t\t\t\t\t\t\t<dd class=\"detail-value\" data-start-date=\"-\">&#8211;<\/dd>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"course-details-item\">\n\t\t\t\t\t\t\t\t<dt class=\"detail-label\">Study mode<\/dt>\n\t\t\t\t\t\t\t\t<dd class=\"detail-value\" data-study-mode=\"-\">&#8211;<\/dd>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"course-details-item\">\n\t\t\t\t\t\t\t\t<dt class=\"detail-label\">Course length<\/dt>\n\t\t\t\t\t\t\t\t<dd class=\"detail-value\" data-course-length=\"-\">&#8211;<\/dd>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"course-details-item\" id=\"ucas-code-field\">\n\t\t\t\t\t\t\t\t<dt class=\"detail-label\">UCAS Code<\/dt>\n\t\t\t\t\t\t\t\t<dd class=\"detail-value\" data-ucas-code=\"-\">&#8211;<\/dd>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/dl>\n\n\t\t\t\t\t\t<div class=\"course-actions\" id=\"course-actions\">\n\t\t\t\t\t\t\t<div class=\"wp-block-button is-style-outline\">\n\t\t\t\t\t\t\t\t<a href=\"#\" data-open-day-link=\"\" class=\"button button--outline button--quinary is-block\"><span>Book an open day<\/span><\/a>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"course-image-column\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/newman.ac.uk\/courses\/wp-content\/uploads\/sites\/3\/2025\/08\/Computer-Science-7-1280x720.webp\" class=\"course-image wp-post-image\" alt=\"Computer Science students in class on laptop\" \/>\t\t\t<\/div>\n\t\t<\/div>\n\t\t<div class=\"course-header-modes has-blue-background-color pt-5 pb-5 is-hidden\">\n\t\t\t<div class=\"container is-flex pl-4 pr-4\">\n\t\t\t\t<div class=\"course-info-column ml-0\">\n\t\t\t\t\t<h2 class=\"has-6-font-size course-mode-title has-white-color is-marginless\">Interested in a different start date?<\/h2>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"course-header-modes-list\">\n\t\t\t\t\t<ul class=\"is-flex is-flex-wrap-wrap gap is-marginless is-paddingless\">\n\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t<label aria-label=\"Set course mode to September 2026\" class=\"button button--outline button--secondary has-text-weight-normal\">\n\t\t\t\t\t\t\t\t<input type=\"radio\" value=\"5049\" name=\"course_mode\" class=\"is-sr-only\" checked \/>\n\t\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t\t\t<span class=\"is-block\">September 2026<\/span>\n\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t\n\n<div class=\"course-section-menu-mobile alignfull\">\n\t\t<header class=\"has-blue-background-color pl-4 pr-4 pt-4 pb-4\">\n\t\t\t<div class=\"container is-flex is-align-items-center is-justify-content-space-between\">\n\t\t\t\t<div class=\"is-flex gap-2 is-align-items-center\">\n\t\t\t\t\t<h2 class=\"has-white-color has-5-font-size has-secondary-font-family is-marginless\">Data Science (conversion) MSc<\/h2>\n\t\t\t\t\t<time class=\"has-white-color has-6-font-size has-secondary-font-family\">Start date: <span data-start-date=\"xxx\">September 2025<\/span><\/time>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"is-flex gap-2\">\n\t\t\t\t\t<a href=\"#apply-now\" class=\"button button--outline button--quaternary is-block mt-0\"><span>Apply now<\/span><\/a>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/header>\n\t\t<select id=\"course-section-menu-select\" aria-label=\"Select a course section to jump to\">\n\t\t\t<option class=\"course-section-item\" data-section=\"course-section-903abb5f-15f4-4695-912a-e29a644cf693\" value=\"course-section-903abb5f-15f4-4695-912a-e29a644cf693\">Course Overview<\/option><option class=\"course-section-item\" data-section=\"course-section-70c0c285-9c87-41ad-b584-346900b29e56\" value=\"course-section-70c0c285-9c87-41ad-b584-346900b29e56\">Why study this course?<\/option><option class=\"course-section-item\" data-section=\"course-section-4407aee0-d64a-42fd-82b5-b0ac223da4dd\" value=\"course-section-4407aee0-d64a-42fd-82b5-b0ac223da4dd\">Entry requirements<\/option><option class=\"course-section-item\" data-section=\"course-section-18f34a20-cedc-4a80-b423-07739e128e5e\" value=\"course-section-18f34a20-cedc-4a80-b423-07739e128e5e\">Course fees<\/option><option class=\"course-section-item\" data-section=\"course-section-ab0b9d22-94ad-4ffd-a30c-fd0baa168f0a\" value=\"course-section-ab0b9d22-94ad-4ffd-a30c-fd0baa168f0a\">News &amp; events<\/option><option class=\"course-section-item\" data-section=\"course-section-fc11cac1-3ea7-4731-af00-21fa24b5de40\" value=\"course-section-fc11cac1-3ea7-4731-af00-21fa24b5de40\">Course modules<\/option><option class=\"course-section-item\" data-section=\"course-section-88db4d23-4cbb-46bf-956a-4691241814f8\" value=\"course-section-88db4d23-4cbb-46bf-956a-4691241814f8\">Placement information<\/option><option class=\"course-section-item\" data-section=\"course-section-962174cd-4e85-4369-a027-b91577000c17\" value=\"course-section-962174cd-4e85-4369-a027-b91577000c17\">Studying in Birmingham<\/option><option class=\"course-section-item\" data-section=\"course-section-186e3045-7d4d-4afd-b978-09ba83c8b2ae\" value=\"course-section-186e3045-7d4d-4afd-b978-09ba83c8b2ae\">What careers can I consider?<\/option><option class=\"course-section-item\" data-section=\"course-section-c913ecb7-86b0-49fe-adb0-131cdcab4ab0\" value=\"course-section-c913ecb7-86b0-49fe-adb0-131cdcab4ab0\">Accreditations and exemptions<\/option><option class=\"course-section-item\" data-section=\"course-section-b90ae566-9ac0-4a43-96d2-22a627a2a6b4\" value=\"course-section-b90ae566-9ac0-4a43-96d2-22a627a2a6b4\">Courses you might like<\/option>\n\t\t<\/select>\n\t<\/div><ul aria-label=\"Course Sections\" id=\"course-sections-menu\" class=\"course-sections-menu\"><li class=\"course-section-item\" data-section=\"course-section-903abb5f-15f4-4695-912a-e29a644cf693\"><a id=\"section-link-course-section-903abb5f-15f4-4695-912a-e29a644cf693\" href=\"#course-section-903abb5f-15f4-4695-912a-e29a644cf693\">Course Overview<\/a><\/li><li class=\"course-section-item\" data-section=\"course-section-70c0c285-9c87-41ad-b584-346900b29e56\"><a id=\"section-link-course-section-70c0c285-9c87-41ad-b584-346900b29e56\" href=\"#course-section-70c0c285-9c87-41ad-b584-346900b29e56\">Why study this course?<\/a><\/li><li class=\"course-section-item\" data-section=\"course-section-4407aee0-d64a-42fd-82b5-b0ac223da4dd\"><a id=\"section-link-course-section-4407aee0-d64a-42fd-82b5-b0ac223da4dd\" href=\"#course-section-4407aee0-d64a-42fd-82b5-b0ac223da4dd\">Entry requirements<\/a><\/li><li class=\"course-section-item\" data-section=\"course-section-18f34a20-cedc-4a80-b423-07739e128e5e\"><a id=\"section-link-course-section-18f34a20-cedc-4a80-b423-07739e128e5e\" href=\"#course-section-18f34a20-cedc-4a80-b423-07739e128e5e\">Course fees<\/a><\/li><li class=\"course-section-item\" data-section=\"course-section-ab0b9d22-94ad-4ffd-a30c-fd0baa168f0a\"><a id=\"section-link-course-section-ab0b9d22-94ad-4ffd-a30c-fd0baa168f0a\" href=\"#course-section-ab0b9d22-94ad-4ffd-a30c-fd0baa168f0a\">News &amp; events<\/a><\/li><li class=\"course-section-item\" data-section=\"course-section-fc11cac1-3ea7-4731-af00-21fa24b5de40\"><a id=\"section-link-course-section-fc11cac1-3ea7-4731-af00-21fa24b5de40\" href=\"#course-section-fc11cac1-3ea7-4731-af00-21fa24b5de40\">Course modules<\/a><\/li><li class=\"course-section-item\" data-section=\"course-section-88db4d23-4cbb-46bf-956a-4691241814f8\"><a id=\"section-link-course-section-88db4d23-4cbb-46bf-956a-4691241814f8\" href=\"#course-section-88db4d23-4cbb-46bf-956a-4691241814f8\">Placement information<\/a><\/li><li class=\"course-section-item\" data-section=\"course-section-962174cd-4e85-4369-a027-b91577000c17\"><a id=\"section-link-course-section-962174cd-4e85-4369-a027-b91577000c17\" href=\"#course-section-962174cd-4e85-4369-a027-b91577000c17\">Studying in Birmingham<\/a><\/li><li class=\"course-section-item\" data-section=\"course-section-186e3045-7d4d-4afd-b978-09ba83c8b2ae\"><a id=\"section-link-course-section-186e3045-7d4d-4afd-b978-09ba83c8b2ae\" href=\"#course-section-186e3045-7d4d-4afd-b978-09ba83c8b2ae\">What careers can I consider?<\/a><\/li><li class=\"course-section-item\" data-section=\"course-section-c913ecb7-86b0-49fe-adb0-131cdcab4ab0\"><a id=\"section-link-course-section-c913ecb7-86b0-49fe-adb0-131cdcab4ab0\" href=\"#course-section-c913ecb7-86b0-49fe-adb0-131cdcab4ab0\">Accreditations and exemptions<\/a><\/li><li class=\"course-section-item\" data-section=\"course-section-b90ae566-9ac0-4a43-96d2-22a627a2a6b4\"><a id=\"section-link-course-section-b90ae566-9ac0-4a43-96d2-22a627a2a6b4\" href=\"#course-section-b90ae566-9ac0-4a43-96d2-22a627a2a6b4\">Courses you might like<\/a><\/li><\/ul>\n\n\n<div class=\"wp-block-newman-course-section alignfull course-section\" id=\"course-section-903abb5f-15f4-4695-912a-e29a644cf693\" data-name=\"Course Overview\" data-count=\"0\" data-conditional-meta=\"{&quot;conditions&quot;:[{&quot;field&quot;:&quot;courseContent&quot;,&quot;operator&quot;:&quot;isset&quot;,&quot;valueType&quot;:&quot;static&quot;,&quot;value&quot;:&quot;&quot;,&quot;compareField&quot;:&quot;&quot;}],&quot;relationship&quot;:&quot;AND&quot;}\"><div class=\"happypress-custom-fields happypress-custom-fields-courseContent has-text-color has-primary-color wp-elements-45ca8353a206103032ac8754a39fddee\"><p>Discover how data-driven thinking, ethical awareness and practical skills can open new career pathways. The MSc Data Science (Conversion) at Birmingham Newman University offers a clear and structured introduction to the principles and practices of working with data. Designed for graduates from non-computing backgrounds, the course helps you build confidence in a new discipline while developing the technical and analytical skills needed to engage with data in a purposeful and informed way. You will be supported to think critically about how data is used across society and how it can shape decision-making. <\/p>\n<details class=\"wp-block-details is-layout-block is-icon-caret\">\n<summary style=\"color: #fff;background-color: #65696a\"><span>What does this course cover?<\/span><svg class=\"icon icon-caret\" aria-hidden=\"true\" viewBox=\"0 0 320 512\"><path d=\"M310.6 246.6l-127.1 128C176.4 380.9 168.2 384 160 384s-16.38-3.125-22.63-9.375l-127.1-128C.2244 237.5-2.516 223.7 2.438 211.8S19.07 192 32 192h255.1c12.94 0 24.62 7.781 29.58 19.75S319.8 237.5 310.6 246.6z\"><\/path><\/svg><\/summary>\n<div>\n\t\t\t\t\tWhat You\u2019ll Study and How You\u2019ll Learn. You will explore core areas such as programming, statistics, machine learning, data visualisation and ethical data use. Modules include hands-on experience with tools like Python, R and SQL, and encourage you to apply your learning to real-world datasets and challenges. The course supports you to connect theory with practice, develop your problem-solving skills and reflect on the wider impact of data in professional and public life. Learning is delivered through a blend of on-campus teaching and online study, designed to fit around your commitments.\n\t\t\t\t\t<\/div>\n<\/details>\n<details class=\"wp-block-details is-layout-block is-icon-caret\">\n<summary style=\"color: #fff;background-color: #65696a\"><span>How will I be assessed?<\/span><svg class=\"icon icon-caret\" aria-hidden=\"true\" viewBox=\"0 0 320 512\"><path d=\"M310.6 246.6l-127.1 128C176.4 380.9 168.2 384 160 384s-16.38-3.125-22.63-9.375l-127.1-128C.2244 237.5-2.516 223.7 2.438 211.8S19.07 192 32 192h255.1c12.94 0 24.62 7.781 29.58 19.75S319.8 237.5 310.6 246.6z\"><\/path><\/svg><\/summary>\n<div>\n\t\t\t\t\tHow Will I Be Assessed? <\/p>\n<p>Assessment is designed to support your personal and professional development as a confident and capable data professional. You will complete a range of coursework-based tasks, including programming exercises, technical reports, presentations and applied projects. A key component is a reflective essay that draws on your learning throughout the course, incorporating feedback from tutors and peers, your own reflections and the practical skills you have developed. This approach encourages you to think critically about your progress and how your understanding can be applied in future study or work. There are no formal exams and the focus is on helping you build confidence in your communication, self-awareness and ethical thinking.\n\t\t\t\t\t<\/p><\/div>\n<\/details>\n<\/div>\n\n\n<div style=\"height:51px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group has-sky-blue-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\" id=\"book-a-free-consultation\">Book a free consultation<\/h3>\n\n\n\n<p class=\"has-primary-color has-text-color has-link-color wp-elements-cf27ef00f5b18a039f6a0dc0922a52f6\">Want to find out more about your options? Book a free consultation with an Academic<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div class=\"wp-block-button has-custom-width wp-block-button__width-100\">\n\t\t\t<a class=\"wp-block-button__link wp-element-button button button--secondary\" href=\"https:\/\/outlook.office.com\/book\/ComputerScienceatBirminghamNewmanUniversity@newmanacuk.onmicrosoft.com\/\" target=\"_blank\" rel=\"noopener\"><span>Book a Call with an Academic<\/span><\/a>\n\t\t<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-newman-course-section alignfull course-section\" id=\"course-section-70c0c285-9c87-41ad-b584-346900b29e56\" data-name=\"Why study this course?\" data-count=\"1\" style=\"margin-bottom:0px\">\n<div class=\"wp-block-group alignfull has-clay-ash-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0px;margin-bottom:0px\" data-conditional-meta=\"{&quot;conditions&quot;:[{&quot;field&quot;:&quot;whyStudyThisCourse&quot;,&quot;operator&quot;:&quot;isset&quot;,&quot;valueType&quot;:&quot;static&quot;,&quot;value&quot;:&quot;&quot;,&quot;compareField&quot;:&quot;&quot;}],&quot;relationship&quot;:&quot;AND&quot;}\"><div class=\"happypress-custom-fields happypress-custom-fields-whyStudyThisCourse has-text-color has-primary-color wp-elements-ad3b0fbfec7eb487d89a7564e773bb6b\"><p>Why Study This Course? <\/p>\n<p>The MSc Data Science (Conversion) at Birmingham Newman University is designed for graduates who are ready to explore a new discipline and develop skills that are increasingly valued across sectors. Whether you are changing direction or returning to study, the course offers a supportive and empowering space to build your confidence and grow into a capable data professional. You will be encouraged to think critically, apply your learning to real-world contexts and reflect on the wider impact of data in society. <\/p>\n<p>Explore Data Through Practice and Application. <\/p>\n<p>Throughout the course, you will engage with key areas such as programming, data wrangling, machine learning, ethics and visualisation. You will be supported to build confidence with tools such as Python, R and SQL, while developing your ability to communicate findings clearly and work collaboratively. The course encourages you to reflect on your progress, connect theory with practice and explore how data can be used responsibly and effectively. All assessments are coursework-based, allowing you to demonstrate your understanding through practical tasks, reports, presentations and a final independent project. <\/p>\n<p>Supportive and Personalised Learning. <\/p>\n<p>At Birmingham Newman University, you will be part of a welcoming and inclusive academic community that values individuality, reflection and care. The course is taught by experienced lecturers who are passionate about data and committed to your success. With a focus on participation and personal development, you will be encouraged to explore your potential in a respectful and empowering environment. You will learn alongside others, share experiences and build confidence in your ability to engage with complex ideas and practical challenges. Whether you are preparing for a new career or expanding your professional skills, you will be supported every step of the way.<\/p>\n<p>Complimentary Surface Pro<\/p>\n<p>All Computer Science students set to start in 2026 will receive a Surface Pro laptop. This will be automatically loaned to you for the entire duration of your course. This exclusive, dedicated device is yours to support your studies from day one.<\/p>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"complimentary-surface-pro\">Complimentary Surface Pro<\/h3>\n\n\n\n<p class=\"has-primary-color has-text-color has-link-color wp-elements-ae1e306b4e36a90d11aca9edc6ca2a22\">All Computer Science students set to start in 2026 will receive a Surface Pro laptop.<\/p>\n\n\n\n<p class=\"has-primary-color has-text-color has-link-color wp-elements-1ccb7625e42b688e0f308f4b4b468fa4\">This will be automatically loaned to you for the entire duration of your course. This exclusive, dedicated device is yours to support your studies from day one.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-cover alignfull\" style=\"margin-top:0px;margin-bottom:0px;min-height:268px;aspect-ratio:unset;\"><img decoding=\"async\" class=\"wp-block-cover__image-background wp-image-896 size-large\" alt=\"\" src=\"https:\/\/newman.ac.uk\/courses\/wp-content\/themes\/birmingham-newman-parent\/assets\/dist\/img\/newman-campus.webp\" data-object-fit=\"cover\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-dark-blue-background-color has-background-dim-80 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-block-cover-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center has-large-font-size\" id=\"got-a-question-you-d-like-to-ask\">Got a question you&#8217;d like to ask?<\/h2>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\"><div class=\"wp-block-button \">\n\t\t\t<a class=\"wp-block-button__link wp-element-button button button--outline button--secondary\" href=\"https:\/\/newman.ac.uk\/contact\"><span>Contact us<\/span><\/a>\n\t\t<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-newman-course-section alignfull course-section\" id=\"course-section-4407aee0-d64a-42fd-82b5-b0ac223da4dd\" data-name=\"Entry requirements\" data-count=\"2\" style=\"margin-top:0px\" data-conditional-meta=\"{&quot;conditions&quot;:[{&quot;field&quot;:&quot;entryRequirements&quot;,&quot;operator&quot;:&quot;isset&quot;,&quot;valueType&quot;:&quot;static&quot;,&quot;value&quot;:&quot;&quot;,&quot;compareField&quot;:&quot;&quot;}],&quot;relationship&quot;:&quot;AND&quot;}\">\n<div style=\"height:80px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-dark-blue-color has-text-color has-link-color wp-elements-12689296eedc1881160be6d317526b47\" id=\"entry-requirements\">Entry requirements<\/h3>\n\n\n\n<div class=\"wp-block-newman-tab-container\" style=\"--tab-color:#002c4b\"><div class=\"tab-container\" data-tab-container=\"true\"><div class=\"tab-header\"><div class=\"tab-list\" role=\"tablist\"><button id=\"tab-uk-students-412c6fcf-0\" role=\"tab\" class=\"tab has-secondary-font-family\" aria-controls=\"panel-uk-students-412c6fcf-0\" data-tab-id=\"uk-students-412c6fcf-0\">UK students<\/button><button id=\"tab-international-students-412c6fcf-1\" role=\"tab\" class=\"tab has-secondary-font-family\" aria-controls=\"panel-international-students-412c6fcf-1\" data-tab-id=\"international-students-412c6fcf-1\">International students<\/button><\/div><\/div><div class=\"tab-content\" data-tabs-content=\"true\">\n<div class=\"wp-block-newman-tab\" id=\"panel-uk-students-412c6fcf-0\" role=\"tabpanel\" aria-labelledby=\"tab-uk-students-412c6fcf-0\" data-tab-panel=\"true\" data-tab-id=\"uk-students-412c6fcf-0\" aria-hidden=\"false\"><div class=\"tab-block-content content\">\n<p class=\"has-primary-color has-text-color has-link-color wp-elements-0731f9c0ac84457299f02359dbb570f3\">We welcome students from all backgrounds and accept a wide range of qualifications. If yours aren\u2019t listed, don\u2019t worry &#8211; our Admissions Team can help you explore your options. See full <a href=\"https:\/\/www.newman.ac.uk\/study\/how-to-apply\/entry-requirements\/\">entry requirements<\/a>.<\/p>\n\n\n\n<div style=\"height:17px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"happypress-custom-fields happypress-custom-fields-entryRequirements has-text-color has-primary-color wp-elements-23221a5065d02b8df43b85327f223610\"><p>A relevant honours degree, 2:2 or above.<\/p>\n<p>If English is not your first language, you must have an IELTS score of 6.5, with no element below 6.0. (Other English language qualifications are also accepted. Please contact admissions for further information).<\/p>\n<p>Consideration will be given to applicants with lower grade in qualifications (e.g. a 3rd class degree or non-honours degree) who have a relevant range of post study professional experience. Professional experience will be considered by the programme leader in conjunction with the quality office on an individual basis.<\/p>\n<\/div>\n\n\n<p class=\"has-primary-color has-text-color has-link-color wp-elements-e708bcb5345f601a447c30709c223fae\">Please <a href=\"https:\/\/newman.ac.uk\/contact-us\/\">contact Admissions<\/a> if you have any questions.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div class=\"wp-block-button \">\n\t\t\t<a class=\"wp-block-button__link wp-element-button button\" href=\"#apply-now\" ><span>Apply Now<\/span><\/a>\n\t\t<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-newman-tab\" id=\"panel-international-students-412c6fcf-1\" role=\"tabpanel\" aria-labelledby=\"tab-international-students-412c6fcf-1\" data-tab-panel=\"true\" data-tab-id=\"international-students-412c6fcf-1\" aria-hidden=\"true\"><div class=\"tab-block-content content\">\n<h4 class=\"wp-block-heading has-dark-blue-color has-text-color\" id=\"academic-entry-requirements-for-international-students\">Academic entry requirements for international students<\/h4>\n\n\n\n<p>If you are an international applicant, you can use the button below to see specific entry requirements for your country.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div class=\"wp-block-button \">\n\t\t\t<a class=\"wp-block-button__link wp-element-button button button--tertiary\" href=\"https:\/\/newman.ac.uk\/international-students\/entry-requirements-and-visa-information\/\"><span>Country entry requirements<\/span><\/a>\n\t\t<\/div><\/div>\n\n\n\n<h5 class=\"wp-block-heading has-dark-blue-color has-text-color\" id=\"english-requirements\">English requirements<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Foundation courses: A Secure English Language Test equivalent to IELTS 5.5 IELTS with a minimum of 5.5 in each component*<\/li>\n\n\n\n<li>Undergraduate courses: A Secure English Language Test equivalent to IELTS 6.0 with no component below IELTS 5.5*<\/li>\n\n\n\n<li>Postgraduate courses: A Secure English Language Test equivalent to IELTS 6.5 with no component below IELTS 6.0*<\/li>\n<\/ul>\n\n\n\n<p><em>*Some courses may have a higher requirement to meet regulatory or professional body requirements. Your offer letter will state any variation to the above advertised requirements.<\/em><\/p>\n\n\n\n<p class=\"has-primary-color has-text-color has-link-color wp-elements-599ef7c62be4576dfad492791b4f19a8\">For further help you can email&nbsp;<a href=\"mailto:international@newman.ac.uk\"><strong>international@newman.ac.uk<\/strong><\/a>&nbsp;or telephone&nbsp;<a href=\"tel:+441218160449\"><strong>+441213874776<\/strong><\/a> to speak with our Admissions Team.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div class=\"wp-block-button \">\n\t\t\t<a class=\"wp-block-button__link wp-element-button button button--tertiary\" href=\"https:\/\/www.newman.ac.uk\/international-students\/\"><span>International students<\/span><\/a>\n\t\t<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-newman-course-section alignfull course-section\" id=\"course-section-18f34a20-cedc-4a80-b423-07739e128e5e\" data-name=\"Course fees\" data-count=\"3\" style=\"margin-top:0px;margin-bottom:0px\" data-conditional-meta=\"{&quot;conditions&quot;:[{&quot;field&quot;:&quot;tuitionFee&quot;,&quot;operator&quot;:&quot;isset&quot;,&quot;valueType&quot;:&quot;static&quot;,&quot;value&quot;:&quot;&quot;,&quot;compareField&quot;:&quot;&quot;},{&quot;field&quot;:&quot;tuitionFeeInternational&quot;,&quot;operator&quot;:&quot;isset&quot;,&quot;valueType&quot;:&quot;static&quot;,&quot;value&quot;:&quot;&quot;,&quot;compareField&quot;:&quot;&quot;}],&quot;relationship&quot;:&quot;OR&quot;}\">\n<div class=\"wp-block-group alignfull has-sky-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading\" id=\"course-fees\">Course fees<\/h3>\n\n\n\n<div class=\"wp-block-newman-tab-container\" style=\"--tab-color:#002c4b\"><div class=\"tab-container\" data-tab-container=\"true\"><div class=\"tab-header\"><div class=\"tab-list\" role=\"tablist\"><button id=\"tab-uk-students-8d597e9e-0\" role=\"tab\" class=\"tab has-secondary-font-family\" aria-controls=\"panel-uk-students-8d597e9e-0\" data-tab-id=\"uk-students-8d597e9e-0\">UK students<\/button><button id=\"tab-international-students-8d597e9e-1\" role=\"tab\" class=\"tab has-secondary-font-family\" aria-controls=\"panel-international-students-8d597e9e-1\" data-tab-id=\"international-students-8d597e9e-1\">International students<\/button><\/div><\/div><div class=\"tab-content\" data-tabs-content=\"true\">\n<div class=\"wp-block-newman-tab\" id=\"panel-uk-students-8d597e9e-0\" role=\"tabpanel\" aria-labelledby=\"tab-uk-students-8d597e9e-0\" data-tab-panel=\"true\" data-tab-id=\"uk-students-8d597e9e-0\" aria-hidden=\"false\"><div class=\"tab-block-content content\"><p class=\"happypress-custom-fields happypress-custom-fields-tuitionFee has-text-color has-primary-color wp-elements-723af383edf4600119b31875f1e3c613\">The tuition fee for academic year 2026\/27 is: \u00a310,250. Tuition fees for courses starting April to May 2026, fall within the 2025\/26 academic cycle.<\/p>\n\n\n<p class=\"has-primary-color has-text-color has-link-color wp-elements-fce3c84eb95ddb1993119b0364fd9a1f\">Fees for the 2025\/26 academic year can be found on our <a href=\"https:\/\/newman.ac.uk\/student-life-and-support\/student-finance\/\">Student Finance pages<\/a>.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-newman-tab\" id=\"panel-international-students-8d597e9e-1\" role=\"tabpanel\" aria-labelledby=\"tab-international-students-8d597e9e-1\" data-tab-panel=\"true\" data-tab-id=\"international-students-8d597e9e-1\" aria-hidden=\"true\"><div class=\"tab-block-content content\">\n<p class=\"has-primary-color has-text-color has-link-color wp-elements-f0bd83da4ba9e4787668c8d1f2c9d7f0\">For detailed information on course fees for international students, please visit our&nbsp;International Students page, linked below.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div class=\"wp-block-button \">\n\t\t\t<a class=\"wp-block-button__link wp-element-button button button--outline button--primary\" href=\"https:\/\/www.newman.ac.uk\/international-students\/\"><span>International students<\/span><\/a>\n\t\t<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-6-font-size\" id=\"additional-costs\">Additional costs<\/h3>\n\n\n\n<p class=\"has-primary-color has-text-color has-link-color wp-elements-24be4c29f2d9877aef7119e714f1036a\">The University will review tuition fees and increase fees in line with any inflationary uplift as determined by the UK Government, if permitted by law or government policy, in subsequent years of your course. It is anticipated that such increases would be linked to RPI (the Retail Price Index excluding mortgage interest payments).<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div class=\"wp-block-button \">\n\t\t\t<a class=\"wp-block-button__link wp-element-button button button--outline button--primary\" href=\"https:\/\/newman.ac.uk\/study\/how-to-apply\/additional-course-information\/\"><span>Find out more about additional costs<\/span><\/a>\n\t\t<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-newman-course-section alignfull course-section\" id=\"course-section-ab0b9d22-94ad-4ffd-a30c-fd0baa168f0a\" data-name=\"News &amp; events\" data-count=\"4\" style=\"margin-top:0px;margin-bottom:0px\"><section class=\"wp-block-newman-query query-block newman-query alignfull  has-3-columns\"  style=\"padding-top:80px;padding-bottom:80px;\">\n\t\t\t<div class=\"query-block__container\">\n\t\t\t\t<div class=\"query-block__header mb-4 fade-in-up is-flex is-justify-content-space-between is-align-items-center\">\n\t\t\t\t\t<h2 class=\"mb-0 query-block__title has-primary-color\">Computer Science News<\/h2>\n\t\t\t\t\t<div class=\"is-flex gap-2 is-align-items-center is-justify-content-flex-end\">\n\t\t\t\t\t\t<div class=\"query-block__desktop-buttons\"><\/div>\n\t\t\t\t\t\t\n\t\t<div class=\"query-block__buttons is-flex is-justify-content-space-between\">\n\t\t\t<button class=\"prev next-button carousel-nav-button button-reset carousel-prev\" title=\"Scroll carousel left\">\n\t\t\t\t<span class=\"next-button__text is-sr-only\">Slide carousel left<\/span>\n\t\t\t\t<span class=\"next-button__icon\">\n\t\t\t\t\t<svg viewBox=\"0 0 512 512\" width=\"24\" height=\"24\"><path fill=\"#002c4b\" d=\"M9.4 233.4c-12.5 12.5-12.5 32.8 0 45.3l128 128c12.5 12.5 32.8 12.5 45.3 0s12.5-32.8 0-45.3L109.3 288 480 288c17.7 0 32-14.3 32-32s-14.3-32-32-32l-370.7 0 73.4-73.4c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0l-128 128z\" vector-effect=\"non-scaling-stroke\"\/><\/svg>\n\t\t\t\t<\/span>\n\t\t\t<\/button>\n\t\t\t<button class=\"next prev-button carousel-nav-button button-reset carousel-next\" title=\"Scroll carousel right\">\n\t\t\t\t<span class=\"prev-button__text is-sr-only\">Slide carousel right<\/span>\n\t\t\t\t<span class=\"prev-button__icon\">\n\t\t\t\t\t<svg viewBox=\"0 0 512 512\" width=\"24\" height=\"24\"><path fill=\"#002c4b\" d=\"M502.6 278.6c12.5-12.5 12.5-32.8 0-45.3l-128-128c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3L402.7 224 32 224c-17.7 0-32 14.3-32 32s14.3 32 32 32l370.7 0-73.4 73.4c-12.5 12.5-12.5 32.8 0 45.3s32.8 12.5 45.3 0l128-128z\" vector-effect=\"non-scaling-stroke\"\/><\/svg>\n\t\t\t\t<\/span>\n\t\t\t<\/button>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<div class=\"newman-query__loop query-block__loop query-block__content fade-in-up is-flex\">\n\t\t\t\t<div class=\"scroll-offset\" aria-hidden=\"true\"><\/div>\n<article class=\"card card--basic has-primary-color\">\n\t<a class=\"faux-link\" aria-label=\"Read more about Andrew Csizmadia Named Fellow of the British Computer Society for Excellence in Computing Education\" href=\"https:\/\/newman.ac.uk\/andrew-csizmadia-named-fellow-of-the-british-computer-society-for-excellence-in-computing-education\/\"><\/a>\n\t\t\t<div class=\"card--image \">\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"390\" height=\"223\" src=\"https:\/\/newman.ac.uk\/courses\/wp-content\/uploads\/sites\/2\/2025\/12\/Andrew-Csizmadia-390x223.webp\" class=\"attachment-window size-window wp-post-image\" alt=\"Andrew Csizmadia\" \/>\t\t<\/div>\n\t\t<div class=\"card--info mt-4 has-primary-color\">\n\t\t\t\t\t<time class=\"has-6-font-size mb-2 mt-0 is-block\" datetime=\"2025-12-01\">1 December 2025<\/time>\n\t\t\n\t\t\t\t\t<h3 class=\"mb-2 mt-0 is-inline has-4-font-size has--font-size--mobile\">Andrew Csizmadia Named Fellow of the British Computer Society for Excellence in Computing Education<\/h3>\n\t\t\n\t\t<p class=\"card--info-excerpt mt-2 mb-0 has-primary-color\">\n\t\t\tAndrew Csizmadia SFHEA, Emeritus Fellow in Computing Education at Birmingham Newman University, has been appointed&#8230;\t\t<\/p>\n\t<\/div>\n<\/article>\n\n\n\t\t\t<\/div>\n\t\t\t<div class=\"query-block__container\">\n\t\t\t\t<div class=\"query-block__meta is-flex gap-2 is-align-items-center\">\n\t\t\t\t\t<div class=\"query-block__mobile-buttons is-hidden mt-5\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\n\n<div class=\"wp-block-cover alignfull\" style=\"padding-top:80px;padding-bottom:80px;min-height:310px;aspect-ratio:unset;\"><img decoding=\"async\" class=\"wp-block-cover__image-background wp-image-896 size-large\" alt=\"\" src=\"https:\/\/newman.ac.uk\/courses\/wp-content\/themes\/birmingham-newman-parent\/assets\/dist\/img\/newman-campus.webp\" data-object-fit=\"cover\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-blue-background-color has-background-dim-80 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-block-cover-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center has-large-font-size\" id=\"book-an-open-day\" style=\"margin-bottom:16px\">Book an open day<\/h2>\n\n\n\n<p class=\"has-text-align-center\" style=\"margin-top:0px;margin-bottom:28px\">Find out about our next open day. Book now to secure your place.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\"><div class=\"wp-block-button \">\n\t\t\t<a class=\"wp-block-button__link wp-element-button button button--outline button--secondary\" href=\"https:\/\/newman.ac.uk\/study\/open-days\/\"><span>Find out more<\/span><\/a>\n\t\t<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-newman-course-section alignfull course-section\" id=\"course-section-fc11cac1-3ea7-4731-af00-21fa24b5de40\" data-name=\"Course modules\" data-count=\"5\" style=\"margin-top:0px;margin-bottom:0px\" data-conditional-meta=\"{&quot;conditions&quot;:[{&quot;field&quot;:&quot;has_course_modules&quot;,&quot;operator&quot;:&quot;is_true&quot;,&quot;valueType&quot;:&quot;static&quot;,&quot;value&quot;:&quot;&quot;,&quot;compareField&quot;:&quot;&quot;}],&quot;relationship&quot;:&quot;AND&quot;}\">\n<div class=\"wp-block-group has-clay-ash-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-newman-tab-container wp-block-newman-course-modules\">\n\t\t\t<div class=\"tab-container\" data-tab-container=\"true\">\n\t\t\t\t<div class=\"tab-header\">\n\t\t\t\t\t<div class=\"tab-list\" role=\"tablist\">\n\t\t\t\t\t\t<button\n\t\t\t\t\tid=\"tab-year-1\"\n\t\t\t\t\trole=\"tab\"\n\t\t\t\t\tclass=\"tab active\"\n\t\t\t\t\taria-selected=\"true\"\n\t\t\t\t\taria-controls=\"panel-year-1\"\n\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\tdata-tab-id=\"year-1\"\n\t\t\t\t>Year 1\n\t\t\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"tab-content\" data-tabs-content=\"true\">\n\t\t\t\t\t<div class=\"wp-block-newman-tab gap\" id=\"panel-year-1\" role=\"tabpanel\" aria-labelledby=\"tab-year-1\" data-tab-panel=\"true\" data-tab-id=\"year-1\" aria-hidden=\"false\">\n\t\t\t\t\t\t<div class=\"tab-block-content content\"><details name=\"module-year-1\" class=\"wp-block-details is-layout-block is-icon-arrow\" open>\n\t\t\t\t\t<summary class=\"has-white-background-color has-blue-color\">\n\t\t\t\t\tResearch Methods &amp; Project Management\n\t\t\t\t\t<svg class=\"icon icon-arrow\" aria-hidden=\"true\" viewBox=\"0 0 448 512\"><path fill=\"inherit\" d=\"M432.6 209.3l-191.1 183.1C235.1 397.8 229.1 400 224 400s-11.97-2.219-16.59-6.688L15.41 209.3C5.814 200.2 5.502 184.1 14.69 175.4c9.125-9.625 24.38-9.938 33.91-.7187L224 342.8l175.4-168c9.5-9.219 24.78-8.906 33.91 .7187C442.5 184.1 442.2 200.2 432.6 209.3z\"><\/path><\/svg>\n\t\t\t\t\t<\/summary>\n\t\t\t\t\t\t<div class=\"wp-block-details__content has-stone-color has-white-background-color pl-4 pr-4 pb-4\">\n\t\t\t\t\t\t\t<span class=\"is-block\">\n\t\t\t\t\t\t\t\t<span class=\"credits\">20 Credits<\/span>\n\t\t\t\t\t\t\t\t<span class=\"compulsary\">(Compulsory)<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<p>This module introduces objectives and importance of research in Computer Science, systematic literature review, problem statement and hypothesis formulation, experiment design, identifying types of variables and data wrangling, sampling techniques, quantitative and qualitative research, mixed methods of research, data imputation, types of statistical tests and evaluation measures. The module also discusses ethical constraints, intellectual property rights and legal requirements. The students are expected to conduct data analyses and present reports in a variety of formats and visualizations.<\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/details><details name=\"module-year-1\" class=\"wp-block-details is-layout-block is-icon-arrow\" >\n\t\t\t\t\t<summary class=\"has-white-background-color has-blue-color\">\n\t\t\t\t\tDistributed Data Processing\n\t\t\t\t\t<svg class=\"icon icon-arrow\" aria-hidden=\"true\" viewBox=\"0 0 448 512\"><path fill=\"inherit\" d=\"M432.6 209.3l-191.1 183.1C235.1 397.8 229.1 400 224 400s-11.97-2.219-16.59-6.688L15.41 209.3C5.814 200.2 5.502 184.1 14.69 175.4c9.125-9.625 24.38-9.938 33.91-.7187L224 342.8l175.4-168c9.5-9.219 24.78-8.906 33.91 .7187C442.5 184.1 442.2 200.2 432.6 209.3z\"><\/path><\/svg>\n\t\t\t\t\t<\/summary>\n\t\t\t\t\t\t<div class=\"wp-block-details__content has-stone-color has-white-background-color pl-4 pr-4 pb-4\">\n\t\t\t\t\t\t\t<span class=\"is-block\">\n\t\t\t\t\t\t\t\t<span class=\"credits\">20 Credits<\/span>\n\t\t\t\t\t\t\t\t<span class=\"compulsary\">(Compulsory)<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<p>This module develops the theoretical and practical knowledge of design and development of distributed systems that operate on various devices, from cloud services to servers to smartphones. The module presents concepts of models of distributed systems, distributed file systems, load balancing, replication and consistency, emerging trends and challenges.<\/p>\n<p>The topics include concepts of Big Data, distributed computing, MapReduce framework, Hadoop as a platform, Hadoop Distributed File Systems (HDFS), resource management in computing clusters, Apache Spark and Scala language, analytics algorithms: predictions, recommendations, clustering, and classification; graph computing and graph analytics, graphical models and Bayesian networks, random walks, big data visualization, descriptive statistics, dimensionality reduction, time series analyses, cognitive analytics, data mining approaches and research challenges.<\/p>\n<p>Students will implement distributed environment using Hadoop platform and perform experiments with Spark and Distributed Keras\/Tensorflow. The end-to-end pipeline of MapReduce and gathering will be demonstrated by developing a machine learning application for a real-world problem on structured and unstructured data.<\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/details><details name=\"module-year-1\" class=\"wp-block-details is-layout-block is-icon-arrow\" >\n\t\t\t\t\t<summary class=\"has-white-background-color has-blue-color\">\n\t\t\t\t\tStatistical &amp; Mathematical Methods for AI &amp; DS\n\t\t\t\t\t<svg class=\"icon icon-arrow\" aria-hidden=\"true\" viewBox=\"0 0 448 512\"><path fill=\"inherit\" d=\"M432.6 209.3l-191.1 183.1C235.1 397.8 229.1 400 224 400s-11.97-2.219-16.59-6.688L15.41 209.3C5.814 200.2 5.502 184.1 14.69 175.4c9.125-9.625 24.38-9.938 33.91-.7187L224 342.8l175.4-168c9.5-9.219 24.78-8.906 33.91 .7187C442.5 184.1 442.2 200.2 432.6 209.3z\"><\/path><\/svg>\n\t\t\t\t\t<\/summary>\n\t\t\t\t\t\t<div class=\"wp-block-details__content has-stone-color has-white-background-color pl-4 pr-4 pb-4\">\n\t\t\t\t\t\t\t<span class=\"is-block\">\n\t\t\t\t\t\t\t\t<span class=\"credits\">20 Credits<\/span>\n\t\t\t\t\t\t\t\t<span class=\"compulsary\">(Compulsory)<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<p>This module develops the mathematical and statistical underpinnings of artificial intelligence and data science domains. These fundamental concepts are used for analysis of different datasets for forecasting the values, predicting the unknowns, relating the variables for getting deeper insights and indicating data differences with real world complexities.<\/p>\n<p>Topics will cover following areas:<\/p>\n<p> Introduction to statistics and probability, statistical inference, samples, populations, sampling procedures, discrete and continuous variables, types of statistical studies, sample space, events, conditional probability, independent and identically distributed data, product rule, Bayesian inference, statistical moments, variance and covariance of random variables, discrete and continuous probability distributions, central limit theorem, t-distribution, f-quantile and probability plots, single sample &amp; one-and two-sample tests of hypotheses. the use of p-values for decision making in testing hypotheses, linear regression and correlation, least squares, linear regression model using matrices.<\/p>\n<p> Linear algebra: vector spaces, projections, linear transformations, singular value decomposition, PCA and eigen decomposition, power method.<\/p>\n<p> Optimization: Matrix calculus with Lagrange Multipliers, gradient descent, coordinate descent, introduction to convex optimization.<\/p>\n<p>Students will gain knowledge and hands-on experience using Python programming language by implementing specific algorithms for extraction and selection of statistical features, data curation, interpolation and extrapolation, kernel methods, probabilistic reasoning and graphical models, likelihood estimations, dimensionality reduction, principal components, discriminant analyses, singular value decomposition, auto-regression, moving averages, penalised cost functions, generalization, regularization and inference.<\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/details><details name=\"module-year-1\" class=\"wp-block-details is-layout-block is-icon-arrow\" >\n\t\t\t\t\t<summary class=\"has-white-background-color has-blue-color\">\n\t\t\t\t\tAdvanced Analyses of Algorithms\n\t\t\t\t\t<svg class=\"icon icon-arrow\" aria-hidden=\"true\" viewBox=\"0 0 448 512\"><path fill=\"inherit\" d=\"M432.6 209.3l-191.1 183.1C235.1 397.8 229.1 400 224 400s-11.97-2.219-16.59-6.688L15.41 209.3C5.814 200.2 5.502 184.1 14.69 175.4c9.125-9.625 24.38-9.938 33.91-.7187L224 342.8l175.4-168c9.5-9.219 24.78-8.906 33.91 .7187C442.5 184.1 442.2 200.2 432.6 209.3z\"><\/path><\/svg>\n\t\t\t\t\t<\/summary>\n\t\t\t\t\t\t<div class=\"wp-block-details__content has-stone-color has-white-background-color pl-4 pr-4 pb-4\">\n\t\t\t\t\t\t\t<span class=\"is-block\">\n\t\t\t\t\t\t\t\t<span class=\"credits\">20 Credits<\/span>\n\t\t\t\t\t\t\t\t<span class=\"compulsary\">(Compulsory)<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<p>This module develops the theoretical, mathematical and practical foundations of algorithms in Computer Science. The time and space trade-offs and their relation to size and nature of inputs are fundamental in all software applications of programming, databases and distributed computing, machine learning, computer vision, deep learning, natural language processing, big data analytics, cryptography and information retrieval etc.<\/p>\n<p>The module aims to introduce students to an in-depth understanding of \u2018best\u2019, \u2018average\u2019 and \u2018worst\u2019 case scenarios, iteration versus recursion, backtracking, linear versus dynamic programming, greedy algorithms, self-balancing trees, topological graphs (directed and undirected, traversals, colouring, distance algorithms, spanning trees), sorting, hashing and searching algorithms. Topics covered include analysis on nature and size of inputs, asymptotic notations (Big-O, Big \u03a9, Big \u0398, little-o, little-\u03c9), recursion and recurrence relations, design of algorithms: brute force, divide and conquer and greedy approach, dynamic programming; elements of dynamic programming, search trees; heaps; hashing; graph algorithms, shortest paths, sparse graphs, string matching, polynomial and matrix calculations and complexity classes.<\/p>\n<p>A variety of algorithms are practically implemented using Python programming language (with open-source libraries) so that upon completion of the module, students should be able to critically explain the mathematical concepts and apply algorithms appropriate to a particular situation.<\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/details><details name=\"module-year-1\" class=\"wp-block-details is-layout-block is-icon-arrow\" >\n\t\t\t\t\t<summary class=\"has-white-background-color has-blue-color\">\n\t\t\t\t\tBig Data Analytics\n\t\t\t\t\t<svg class=\"icon icon-arrow\" aria-hidden=\"true\" viewBox=\"0 0 448 512\"><path fill=\"inherit\" d=\"M432.6 209.3l-191.1 183.1C235.1 397.8 229.1 400 224 400s-11.97-2.219-16.59-6.688L15.41 209.3C5.814 200.2 5.502 184.1 14.69 175.4c9.125-9.625 24.38-9.938 33.91-.7187L224 342.8l175.4-168c9.5-9.219 24.78-8.906 33.91 .7187C442.5 184.1 442.2 200.2 432.6 209.3z\"><\/path><\/svg>\n\t\t\t\t\t<\/summary>\n\t\t\t\t\t\t<div class=\"wp-block-details__content has-stone-color has-white-background-color pl-4 pr-4 pb-4\">\n\t\t\t\t\t\t\t<span class=\"is-block\">\n\t\t\t\t\t\t\t\t<span class=\"credits\">20 Credits<\/span>\n\t\t\t\t\t\t\t\t<span class=\"compulsary\">(Compulsory)<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<p>This module develops the theoretical and practical skills of technology of Big Data \u2013 massive amounts of information that necessitate software systems and resources with significantly enhanced storage, communication and processing and analysis algorithms beyond the capabilities of traditional databases and OLAP. The module introduces the programming paradigm and mindset that are required in this emerging field.<\/p>\n<p>Topics include statistical modelling and inference, populations and samples, probability distributions, exploratory data analysis, fitting a machine learning model, linear regression, k-Nearest Neighbours (k-NN), k-Means, Naive Bayes, dimensionality reduction, singular value decomposition, principal component analysis, artificial neural networks and deep learning models. Further discussions will include mining social-network graphs, clustering of graphs, direct discovery of communities in graphs, partitioning of graphs, neighbourhood properties in graphs, data visualization, ethical and legal issues.<\/p>\n<p>An appreciation of programming paradigm, tools, techniques and algorithms supporting Big Data will provide necessary practical experience. Students will implement algorithms in Python with relevant libraries for big data gathering, storage, manipulation and analyses.<\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/details><details name=\"module-year-1\" class=\"wp-block-details is-layout-block is-icon-arrow\" >\n\t\t\t\t\t<summary class=\"has-white-background-color has-blue-color\">\n\t\t\t\t\tDissertation\n\t\t\t\t\t<svg class=\"icon icon-arrow\" aria-hidden=\"true\" viewBox=\"0 0 448 512\"><path fill=\"inherit\" d=\"M432.6 209.3l-191.1 183.1C235.1 397.8 229.1 400 224 400s-11.97-2.219-16.59-6.688L15.41 209.3C5.814 200.2 5.502 184.1 14.69 175.4c9.125-9.625 24.38-9.938 33.91-.7187L224 342.8l175.4-168c9.5-9.219 24.78-8.906 33.91 .7187C442.5 184.1 442.2 200.2 432.6 209.3z\"><\/path><\/svg>\n\t\t\t\t\t<\/summary>\n\t\t\t\t\t\t<div class=\"wp-block-details__content has-stone-color has-white-background-color pl-4 pr-4 pb-4\">\n\t\t\t\t\t\t\t<span class=\"is-block\">\n\t\t\t\t\t\t\t\t<span class=\"credits\">60 Credits<\/span>\n\t\t\t\t\t\t\t\t<span class=\"compulsary\">(Compulsory)<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<p>Having studied core Computer Science topics, students have the opportunity to apply a range of conceptual knowledge and practical implementation tools to an in-depth development of a real-world project of their particular interest. The aim is to develop the skills expected at postgraduate level and equip Computer Science students with imperative knowledge, research &amp; analysis skills, application of software development life cycle and critical insights into the process of transforming user requirements into practical software solutions.<\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/details><details name=\"module-year-1\" class=\"wp-block-details is-layout-block is-icon-arrow\" >\n\t\t\t\t\t<summary class=\"has-white-background-color has-blue-color\">\n\t\t\t\t\tNatural Language Processing\n\t\t\t\t\t<svg class=\"icon icon-arrow\" aria-hidden=\"true\" viewBox=\"0 0 448 512\"><path fill=\"inherit\" d=\"M432.6 209.3l-191.1 183.1C235.1 397.8 229.1 400 224 400s-11.97-2.219-16.59-6.688L15.41 209.3C5.814 200.2 5.502 184.1 14.69 175.4c9.125-9.625 24.38-9.938 33.91-.7187L224 342.8l175.4-168c9.5-9.219 24.78-8.906 33.91 .7187C442.5 184.1 442.2 200.2 432.6 209.3z\"><\/path><\/svg>\n\t\t\t\t\t<\/summary>\n\t\t\t\t\t\t<div class=\"wp-block-details__content has-stone-color has-white-background-color pl-4 pr-4 pb-4\">\n\t\t\t\t\t\t\t<span class=\"is-block\">\n\t\t\t\t\t\t\t\t<span class=\"credits\">20 Credits<\/span>\n\t\t\t\t\t\t\t\t<span class=\"compulsary\">(Compulsory)<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<p>This module will provide students opportunity to understand and apply computational techniques to analyse and synthesize natural language and speech \u2013 Natural Language Processing (NLP). An interdisciplinary bridging of linguistics, information retrieval and machine learning will provide necessary skills to develop applications capable of comprehending, manipulating and generating natural language text and speech similar to Large Language Models.<\/p>\n<p>This module will introduce topics in NLP including tokenization, stemming, parsing, lemmatization, basic text processing, linguistics and NLP tasks, Python NLTK library for NLP, text preprocessing and n-grams, Softmax \/ MAXENT (sequence) classifiers, sequence<\/p>\n<p>classifiers for POS and NER, Deep learning-based word representations &amp; deep networks<\/p>\n<p>for NER, recurrent networks and language modelling, statistical machine<\/p>\n<p>translation, word alignment, parallel corpora, decoding, evaluation, modern deep learning machine translation systems (phrase-based, syntactic), syntax and parsing, co-reference resolution, tree recursive neural networks for POS tagging, computational semantics, question answering, text summarization and dialogue systems.<\/p>\n<p>High-Performance Computing (HPC) aspects will demonstrate how NLP can be leveraged on graphical processing units (GPUs) using Google TensorFlow and NLTK library. Focus is primarily upon the application of NLP to real-world problems, with some introduction to transformers and large language models, like ChatGPT, with practical exercises using.<\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/details><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-newman-course-section alignfull course-section\" id=\"course-section-88db4d23-4cbb-46bf-956a-4691241814f8\" data-name=\"Placement information\" data-count=\"6\" data-conditional-meta=\"{&quot;conditions&quot;:[{&quot;field&quot;:&quot;placementInformation&quot;,&quot;operator&quot;:&quot;isset&quot;,&quot;valueType&quot;:&quot;static&quot;,&quot;value&quot;:&quot;&quot;,&quot;compareField&quot;:&quot;&quot;}],&quot;relationship&quot;:&quot;AND&quot;}\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"happypress-custom-fields happypress-custom-fields-placementInformation has-text-color has-primary-color wp-elements-818ad5da1a1b48012189a19eee2aa4c8\"><p>Our Careers team provides tailored advice, placements and workshops to help you build confidence and prepare for life after university. <\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-newman-course-section alignfull course-section\" id=\"course-section-962174cd-4e85-4369-a027-b91577000c17\" data-name=\"Studying in Birmingham\" data-count=\"7\" data-conditional-meta=\"{&quot;conditions&quot;:[{&quot;field&quot;:&quot;studyingAndLivingInBirmingham&quot;,&quot;operator&quot;:&quot;isset&quot;,&quot;valueType&quot;:&quot;static&quot;,&quot;value&quot;:&quot;&quot;,&quot;compareField&quot;:&quot;&quot;}],&quot;relationship&quot;:&quot;AND&quot;}\">\n<div class=\"wp-block-cover alignfull\" style=\"padding-top:80px;padding-bottom:80px;min-height:354px;aspect-ratio:unset;\"><img decoding=\"async\" class=\"wp-block-cover__image-background wp-image-896 size-large\" alt=\"\" src=\"https:\/\/newman.ac.uk\/courses\/wp-content\/themes\/birmingham-newman-parent\/assets\/dist\/img\/birmingham-brindley-place.webp\" data-object-fit=\"cover\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-blue-background-color has-background-dim-80 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-block-cover-is-layout-constrained\"><div class=\"happypress-custom-fields happypress-custom-fields-studyingAndLivingInBirmingham\"><p>Live, Learn &amp; Belong at Birmingham Newman?? <\/p>\n<p>At Birmingham Newman University, you\u2019ll enjoy the best of both worlds: a peaceful, green campus that creates the ideal setting for focused study and personal reflection, yet remains just eight miles from the vibrant city centre. As the UK\u2019s second-largest city, Birmingham is also one of the youngest and most diverse in Europe, offering a dynamic blend of culture, innovation and opportunity. From world-renowned museums and music venues to a thriving food scene alongside a growing business and tech sector, it\u2019s a place where creativity and ambition naturally thrive.? <\/p>\n<p>Experience Birmingham: A City Full of Possibilities? <\/p>\n<p>Whether you&#039;re discovering the Midlands for the first time or already know the area well, Birmingham provides a lively and inclusive environment for students. As one of the most energetic and multicultural cities in the UK, it\u2019s a place where you can grow academically while developing personally. Its rich cultural heritage, creative energy and broad range of opportunities make it an inspiring backdrop for your university journey.? <\/p>\n<p>A City That Loves Great Food? <\/p>\n<p>Birmingham is a brilliant place to explore diverse culinary experiences. You might wander through the famous Balti Triangle, sample global street food at Digbeth Dining Club or enjoy a relaxed meal by the canals in Brindleyplace. The city is also home to independent caf\u00e9s, vegan-friendly eateries and countless hidden gems. Whether you&#039;re grabbing a quick bite between lectures or planning an evening out, there\u2019s always something new to discover.? <\/p>\n<p>Arts, Culture and Entertainment? <\/p>\n<p>The city pulses with creativity. You could catch live music at the O2 Academy, experience a world-class performance at the Birmingham Hippodrome or browse exhibitions at the Birmingham Museum and Art Gallery. Creative spaces like the Custard Factory showcase local talent while hosting events that celebrate innovation. With festivals, sporting fixtures and cultural celebrations taking place year-round, there\u2019s never a shortage of things to enjoy.? <\/p>\n<p>Simple &amp; Convenient Travel? <\/p>\n<p>Getting around Birmingham is straightforward thanks to its well-connected public transport system. Buses, trams and trains make it easy to reach campus, explore the city or travel further afield. Whether you&#039;re commuting daily or heading off for a weekend adventure, transport is both accessible and affordable.? <\/p>\n<p>Life Beyond the Lecture Hall? <\/p>\n<p>Your time at Birmingham Newman University extends far beyond academic study. You\u2019ll have the chance to join student societies, contribute to community projects or try something entirely new. The university\u2019s supportive atmosphere encourages you to build confidence, develop practical skills and feel genuinely at home throughout your studies.? <\/p>\n<\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-newman-course-section alignfull course-section\" id=\"course-section-186e3045-7d4d-4afd-b978-09ba83c8b2ae\" data-name=\"What careers can I consider?\" data-count=\"8\" data-conditional-meta=\"{&quot;conditions&quot;:[{&quot;field&quot;:&quot;whatCareersCanIConsider&quot;,&quot;operator&quot;:&quot;isset&quot;,&quot;valueType&quot;:&quot;static&quot;,&quot;value&quot;:&quot;&quot;,&quot;compareField&quot;:&quot;&quot;}],&quot;relationship&quot;:&quot;AND&quot;}\"><div class=\"happypress-custom-fields happypress-custom-fields-whatCareersCanIConsider has-text-color has-primary-color wp-elements-274c72f54a34fc50debc5576fea5a2c8\"><p>Where This Course Can Take You. This degree prepares you for a wide range of careers where data plays a central role. You will graduate with the ability to work independently, communicate your findings clearly and contribute to data-informed decision-making across sectors such as healthcare, finance, education, government and technology. Whether you are looking to change direction or expand your career options, the MSc Data Science (Conversion) provides a strong foundation for your next steps, grounded in practical skills and critical thinking. <\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-newman-course-section alignfull course-section\" id=\"course-section-c913ecb7-86b0-49fe-adb0-131cdcab4ab0\" data-name=\"Accreditations and exemptions\" data-count=\"9\" data-conditional-meta=\"{&quot;conditions&quot;:[{&quot;field&quot;:&quot;accreditationsAndExemptions&quot;,&quot;operator&quot;:&quot;isset&quot;,&quot;valueType&quot;:&quot;static&quot;,&quot;value&quot;:&quot;&quot;,&quot;compareField&quot;:&quot;&quot;}],&quot;relationship&quot;:&quot;AND&quot;}\">\n<div class=\"wp-block-group alignfull has-opal-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"happypress-custom-fields happypress-custom-fields-accreditationsAndExemptions has-text-color has-primary-color wp-elements-bf803926b1bcc926ee7592b5008160dc\"><p>Accreditations and Exemptions <\/p>\n<p>The MSc Data Science (Conversion) is grounded in the values of ethical practice, critical thinking and applied learning. While it is not formally accredited by a professional body, the course has been developed in line with current academic and industry expectations. It introduces you to the standards and responsibilities expected in data-related roles and provides a strong foundation for further training or certification. Many students go on to pursue careers in sectors such as healthcare, education, finance and government, or continue into postgraduate research. The skills and insight you gain can also support your development in roles involving analysis, decision-making and digital transformation across a wide range of professional contexts. <\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-newman-course-section alignfull course-section\" id=\"course-section-b90ae566-9ac0-4a43-96d2-22a627a2a6b4\" data-name=\"Courses you might like\" data-count=\"10\"><section class=\"wp-block-newman-query query-block newman-query alignfull  has-3-columns\"  style=\"padding-top:0px;padding-bottom:0px;\">\n\t\t\t<div class=\"query-block__container\">\n\t\t\t\t<div class=\"query-block__header mb-4 fade-in-up is-flex is-justify-content-space-between is-align-items-center\">\n\t\t\t\t\t<h2 class=\"mb-0 query-block__title has-primary-color\">Courses we think you&#039;ll also like<\/h2>\n\t\t\t\t\t<div class=\"is-flex gap-2 is-align-items-center is-justify-content-flex-end\">\n\t\t\t\t\t\t<div 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2026<\/dd>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t<\/dl>\n\t<\/div>\n<\/article>\n\n\t\t\t<\/div>\n\t\t\t<div class=\"query-block__container\">\n\t\t\t\t<div class=\"query-block__meta is-flex gap-2 is-align-items-center\">\n\t\t\t\t\t<div class=\"query-block__mobile-buttons is-hidden mt-5\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":15,"featured_media":1851,"parent":0,"template":"","tags":[163,74],"subject-area":[21,132,84],"study-mode":[67],"class_list":["post-3305","course","type-course","status-publish","has-post-thumbnail","hentry","tag-pg-computer-science","tag-postgraduate","subject-area-computer-science","subject-area-international","subject-area-postgraduate","study-mode-full-time"],"acf":[],"_links":{"self":[{"href":"https:\/\/newman.ac.uk\/courses\/wp-json\/wp\/v2\/course\/3305","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/newman.ac.uk\/courses\/wp-json\/wp\/v2\/course"}],"about":[{"href":"https:\/\/newman.ac.uk\/courses\/wp-json\/wp\/v2\/types\/course"}],"author":[{"embeddable":true,"href":"https:\/\/newman.ac.uk\/courses\/wp-json\/wp\/v2\/users\/15"}],"version-history":[{"count":6,"href":"https:\/\/newman.ac.uk\/courses\/wp-json\/wp\/v2\/course\/3305\/revisions"}],"predecessor-version":[{"id":7868,"href":"https:\/\/newman.ac.uk\/courses\/wp-json\/wp\/v2\/course\/3305\/revisions\/7868"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/newman.ac.uk\/courses\/wp-json\/wp\/v2\/media\/1851"}],"wp:attachment":[{"href":"https:\/\/newman.ac.uk\/courses\/wp-json\/wp\/v2\/media?parent=3305"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/newman.ac.uk\/courses\/wp-json\/wp\/v2\/tags?post=3305"},{"taxonomy":"subject-area","embeddable":true,"href":"https:\/\/newman.ac.uk\/courses\/wp-json\/wp\/v2\/subject-area?post=3305"},{"taxonomy":"study-mode","embeddable":true,"href":"https:\/\/newman.ac.uk\/courses\/wp-json\/wp\/v2\/study-mode?post=3305"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}