{"id":5997,"date":"2021-02-22T13:50:00","date_gmt":"2021-02-22T05:50:00","guid":{"rendered":"https:\/\/pioneeredu.com.hk\/?p=5997"},"modified":"2024-10-22T14:11:34","modified_gmt":"2024-10-22T06:11:34","slug":"qualifi-level-7-diploma-in-data-science","status":"publish","type":"post","link":"https:\/\/pioneeredu.com.hk\/en\/qualifi-level-7-diploma-in-data-science\/","title":{"rendered":"QUALIFI Level 7 Diploma in Data Science"},"content":{"rendered":"<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>With the emergence of cloud computing, big data and artificial intelligence, data science has become a key fourth generation profession. The Level 7 Postgraduate Diploma in Data Science has been developed to prepare aspiring Data Scientists, Data Analysts and Artificial Intelligence specialists to take advantage of the growing business and employment opportunities in these fields.<\/p><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor:pointer\">Table of content<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/pioneeredu.com.hk\/en\/qualifi-level-7-diploma-in-data-science\/#%E8%AA%B2%E7%A8%8B%E5%90%8D%E7%A8%B1\" >Course Title<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/pioneeredu.com.hk\/en\/qualifi-level-7-diploma-in-data-science\/#%E8%AA%B2%E7%A8%8B%E7%AD%89%E7%B4%9A\" >Course Level<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/pioneeredu.com.hk\/en\/qualifi-level-7-diploma-in-data-science\/#%E8%AA%B2%E7%A8%8B%E5%AD%B8%E5%88%86\" >Course Credits<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/pioneeredu.com.hk\/en\/qualifi-level-7-diploma-in-data-science\/#%E8%A9%95%E4%BC%B0%E6%96%B9%E6%B3%95\" >Assessment Method<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/pioneeredu.com.hk\/en\/qualifi-level-7-diploma-in-data-science\/#%E9%96%8B%E5%A7%8B%E6%99%82%E9%96%93\" >Start Date<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/pioneeredu.com.hk\/en\/qualifi-level-7-diploma-in-data-science\/#%E9%A0%92%E7%99%BC%E8%AD%89%E6%9B%B8\" >Awarded &amp; Delivered By<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/pioneeredu.com.hk\/en\/qualifi-level-7-diploma-in-data-science\/#%E9%8A%9C%E6%8E%A5%E5%A4%A7%E5%AD%B8\" >\u929c\u63a5\u5927\u5b78<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/pioneeredu.com.hk\/en\/qualifi-level-7-diploma-in-data-science\/#%E5%AD%B8%E7%BF%92%E6%A8%A1%E5%BC%8F\" >Study Method<\/a><\/li><\/ul><\/nav><\/div>\n\n\n\n\n<p>The Diploma is designed to enable learners to gain skills in maths, statistics and programming in R, Python and SQL. The Diploma also provides a sound basis for a progression to Masters Degrees in a number of relevant disciplines.<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%AA%B2%E7%A8%8B%E5%90%8D%E7%A8%B1\"><\/span>Course Title<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>QUALIFI Level 7 Diploma in Data Science<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%AA%B2%E7%A8%8B%E7%AD%89%E7%B4%9A\"><\/span>Course Level<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u6587\u6191 (\u7b2c7\u7d1a)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%AA%B2%E7%A8%8B%E5%AD%B8%E5%88%86\"><\/span>Course Credits<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>120 Credits<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%A9%95%E4%BC%B0%E6%96%B9%E6%B3%95\"><\/span>Assessment Method<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>All Assignments <\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%96%8B%E5%A7%8B%E6%99%82%E9%96%93\"><\/span>Start Date<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Every two months<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%A0%92%E7%99%BC%E8%AD%89%E6%9B%B8\"><\/span>Awarded &amp; Delivered By<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Qualifi <\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%8A%9C%E6%8E%A5%E5%A4%A7%E5%AD%B8\"><\/span>\u929c\u63a5\u5927\u5b78<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>UK University<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%AD%B8%E7%BF%92%E6%A8%A1%E5%BC%8F\"><\/span>Study Method<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u4f60\u53ef\u4ee5100\uff05\u901a\u904e\u9059\u8ddd\u6a21\u5f0f(\u7db2\u4e0a)\u5b78\u7fd2\u7b2c7\u7d1a\u6578\u64da\u79d1\u5b78\u6587\u6191\u3002 \u60a8\u5c07\u7372\u5f97\u5b78\u7fd2\u8cc7\u6599\uff0c\u4e26\u6709\u4e00\u5c0d\u4e00\u7684\u7db2\u4e0a\u8f14\u5c0e\u9032\u884c\u4f5c\u696d\u53cd\u994b\u3002 \u6b64\u5916\uff0c\u60a8\u9084\u5c07\u7372\u5f97\u5165\u8b80\u82f1\u570b\u78a9\u58eb\u5b78\u4f4d\u6700\u5f8c\u968e\u6bb5\u7684\u9ad8\u7d1a\u5165\u5b78\u8cc7\u683c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>Unit Reference<\/td><td>Mandatory Units<\/td><td class=\"has-text-align-center\" data-align=\"center\">Level<\/td><td class=\"has-text-align-center\" data-align=\"center\">Credit<\/td><\/tr><tr><td>J\/618\/4970 <\/td><td>Exploratory Data Analysis<\/td><td class=\"has-text-align-center\" data-align=\"center\">7<\/td><td class=\"has-text-align-center\" data-align=\"center\">8<\/td><\/tr><tr><td>L\/618\/4971<\/td><td>Statistical Inference<\/td><td class=\"has-text-align-center\" data-align=\"center\">7<\/td><td class=\"has-text-align-center\" data-align=\"center\">12<\/td><\/tr><tr><td>R\/618\/4972<\/td><td>Fundamentals of Predictive Modelling<\/td><td class=\"has-text-align-center\" data-align=\"center\">7<\/td><td class=\"has-text-align-center\" data-align=\"center\">15<\/td><\/tr><tr><td>Y\/618\/4973<\/td><td>Qualitative Research Advanced Predictive Modelling<\/td><td class=\"has-text-align-center\" data-align=\"center\">7<\/td><td class=\"has-text-align-center\" data-align=\"center\">15<\/td><\/tr><tr><td>D\/618\/4974<\/td><td>Time Series Analysis<\/td><td class=\"has-text-align-center\" data-align=\"center\">7<\/td><td class=\"has-text-align-center\" data-align=\"center\">15<\/td><\/tr><tr><td>H\/618\/4975<\/td><td>Unsupervised Multivariate Methods<\/td><td class=\"has-text-align-center\" data-align=\"center\">7<\/td><td class=\"has-text-align-center\" data-align=\"center\">15<\/td><\/tr><tr><td>K\/618\/4976<\/td><td>Machine Learning<\/td><td class=\"has-text-align-center\" data-align=\"center\">7<\/td><td class=\"has-text-align-center\" data-align=\"center\">15<\/td><\/tr><tr><td>M\/618\/4977<\/td><td>Further Topics in Data Science<\/td><td class=\"has-text-align-center\" data-align=\"center\">7<\/td><td class=\"has-text-align-center\" data-align=\"center\">15<\/td><\/tr><tr><td>T\/618\/4978<\/td><td>Contemporary Themes in Business Strategy<\/td><td class=\"has-text-align-center\" data-align=\"center\">7<\/td><td class=\"has-text-align-center\" data-align=\"center\">10<\/td><\/tr><tr><td><\/td><td><\/td><td class=\"has-text-align-center\" data-align=\"center\">Total<\/td><td class=\"has-text-align-center\" data-align=\"center\">120<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>QUALIFI Level 7 Diploma in Data Science\u7b2c7\u7d1a\u6578\u64da\u79d1\u5b78\u6587\u6191<br>\u300b Unit DS01: Exploratory Data Analysis<\/strong><br>This unit provides learners with an in-depth understanding of R and Python programming and the fundamentals of statistics. This includes writing R and Python commands for data management and basic statistical analysis. The unit will help the learner to understand and perform descriptive statistics and present the data using appropriate graphs\/diagrams and serves as a foundation for advanced analytics. Most industry analysis starts with Exploratory Data Analysis and a thorough study of this will help learners to perform data health checks and provide initial business insights.<br><strong><br>\u300b Unit DS02: Statistical Inference<br><\/strong>This unit provides learners with an in-depth understanding of statistical distribution and hypothesis testing. Statistical distributions include Binomial, Poisson, Normal, Log Normal, Exponential, t, F and Chi Square. Parametric and non-parametric tests used in research problems are covered in this unit. The unit will help learners to formulate research hypotheses, select appropriate tests of hypothesis, write mainly R programs to perform hypothesis testing and to draw inferences using the output generated. Learners will also study planned experiments as part of the unit<br><br><strong>\u300bUnit DS03: Fundamentals of Predictive Modelling<br><\/strong>This unit provides a strong foundation for predictive modelling. Its objective is to define the entire modelling process with the help of real life case studies. Many concepts in predictive modelling methods are common and therefore, these concepts will be discussed in detail in this unit. A good understanding of predictive modelling leads to a smart data scientist as many business problems are related to successfully predicting future outcomes.<br><br><strong>\u300b Unit DS04: Advanced Predictive Modelling<br><\/strong>In this unit, learners are introduced to model development for categorical dependent variables. Binary dependent variables are encountered in many domains such as risk management, marketing and clinical research and this unit covers detailed model building processes for binary dependent variables. In addition, multinomial models and ordinal scaled variables will also be discussed.<br><br><strong>\u300b Unit DS05: Time Series Analysis<\/strong><br>The objective of this unit is to discuss time series forecasting methods. Learners will analyse and forecast macroeconomic variables such as GDP and inflation. Panel data regression methods will also be discussed in this unit.<br><br>\u300b <strong>Unit DS06: Unsupervised Multivariate Methods<br><\/strong>Data reduction is a key process in business analytics projects. In this unit, learners will learn data reduction methods such as PCA, factor analysis and MDS. They will also learn to form segments using cluster analysis methods. Forming segments and then analysing is a key technique for large groups of data and their intrinsic information comes out in detail once segmented thoughtfully.<br><br>\u300b <strong>Unit DS07: Machine Learning<br><\/strong>Machine learning algorithms are new generation algorithms used in conjunction with classical predictive modelling methods. In this unit, learners will understand applications of various machine learning algorithms for classification problems<\/p>\n\n\n\n<p>\u300b <strong>Unit DS08: Further Topics in Data Science<br><\/strong>In this module, learners will learn how to analyse unstructured data using text mining. The focus will be on sentiment analysis of text data, including data available on social media. For building interactive web apps straight from R, the concept of the \u201cSHINY\u201d package will be introduced. Big Data concepts and artificial Intelligence will be covered in the unit, as well as an introduction to SQL programming and how it is used to handle data.<\/p>\n\n\n\n<p>\u300b <strong>Unit DS09: Contemporary Themes in Business Strategy<br><\/strong>The convergence of Cloud computing, Big Data, Artificial Intelligence and The Internet of Things will see organisations of all shapes and sizes either survive and thrive or face extinction. New operational and strategic norms, types of organisations, the nature of work and employment are changing fundamentally across vast parts of the global economy. This unit introduces learners to the strategic and managerial challenges generated by the impact of digital technology on business and organisations.<\/p>\n\n\n\n<p><br><strong>Recognition of Prior Learning<\/strong><br>Recognition of Prior Learning (RPL) is a method of assessment (leading to the award of<br>credit) that considers whether learners can demonstrate that they can meet the assessment<br>requirements for a unit through knowledge, understanding or skills they already possess<br>and so do not need to develop through a course of learning.<\/p>\n\n\n\n<p><br><br><strong>Entry Requirements<\/strong><br>\u300b19\u6b72\u4ee5\u4e0a<br>\u300b\u5927\u5c08\u7562\u696d\u6216\u76f8\u95dc\u5b78\u6b77<br>\u300bProficiency in English.<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>With the emergence of cloud computing, big data and art &#8230; <a title=\"QUALIFI Level 7 Diploma in Data Science\" class=\"read-more\" href=\"https:\/\/pioneeredu.com.hk\/en\/qualifi-level-7-diploma-in-data-science\/\" aria-label=\"Read more about QUALIFI Level 7 Diploma in Data Science\">Read more<\/a><\/p>","protected":false},"author":2,"featured_media":247,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12,1],"tags":[],"class_list":["post-5997","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-qualifi","category-1"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>QUALIFI Level 7 Diploma in Data Science - Pioneer Education \u85cd\u99ff\u6559\u80b2<\/title>\n<meta name=\"description\" content=\"With the emergence of cloud computing, big data and artificial intelligence, data science has become a key fourth generation profession. 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