{"id":18086,"date":"2022-08-11T08:22:41","date_gmt":"2022-08-11T08:22:41","guid":{"rendered":"\/?page_id=18086"},"modified":"2024-10-22T17:25:44","modified_gmt":"2024-10-22T09:25:44","slug":"curriculum","status":"publish","type":"page","link":"https:\/\/datasce.cs.hku.hk\/index.php\/programme-information\/curriculum\/","title":{"rendered":"Curriculum"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; use_background_color_gradient=&#8221;on&#8221; background_color_gradient_type=&#8221;conic&#8221; background_color_gradient_direction=&#8221;90deg&#8221; background_color_gradient_stops=&#8221;#ebeff2 50%|#ffffff 50%&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row custom_padding_last_edited=&#8221;on|tablet&#8221; module_class=&#8221;custom-banner&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; width=&#8221;1200px&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;80%&#8221; width_last_edited=&#8221;on|tablet&#8221; max_width=&#8221;100%&#8221; max_width_tablet=&#8221;100%&#8221; max_width_phone=&#8221;100%&#8221; max_width_last_edited=&#8221;on|desktop&#8221; custom_margin=&#8221;||||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; custom_padding_tablet=&#8221;|||0%|false|false&#8221; custom_padding_phone=&#8221;|||0%|false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;\/wp-content\/uploads\/Divider-01.png&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Noto Sans||||||||&#8221; header_font=&#8221;Lato|700||on|||||&#8221; header_text_color=&#8221;#1d5780&#8243; header_font_size=&#8221;60px&#8221; custom_margin=&#8221;|0px||0px|false|false&#8221; header_font_last_edited=&#8221;off|desktop&#8221; header_font_size_tablet=&#8221;40px&#8221; header_font_size_phone=&#8221;40px&#8221; header_font_size_last_edited=&#8221;on|tablet&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1 class=\"shadow-text\">Curriculum (for 2024-25)<span>Curriculum<\/span><\/h1>\n<p>[\/et_pb_text][et_pb_image src=&#8221;\/wp-content\/uploads\/hightlights_banner01.jpg&#8221; title_text=&#8221;Web&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_3,2_3&#8243; custom_padding_last_edited=&#8221;on|tablet&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; width=&#8221;1200px&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;80%&#8221; width_last_edited=&#8221;on|tablet&#8221; max_width=&#8221;100%&#8221; max_width_tablet=&#8221;100%&#8221; max_width_phone=&#8221;100%&#8221; max_width_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;||||false|false&#8221; custom_padding_tablet=&#8221;|0%||0%|false|false&#8221; custom_padding_phone=&#8221;|0%||0%|false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_blurb title=&#8221;Curriculum&#8221; module_class=&#8221;custom-listing-icon&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Lato|700||on|||||&#8221; header_text_color=&#8221;#1d5780&#8243; body_text_color=&#8221;#000000&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li><a href=\"#summary-of-the-curriculum\">Curriculum Map<\/a><\/li>\n<li><a href=\"#curriculum-details\">Curriculum Details<\/a><\/li>\n<li><a href=\"#course-descriptions\">Course Descriptions<\/a><\/li>\n<\/ul>\n<p>[\/et_pb_blurb][\/et_pb_column][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;\/wp-content\/uploads\/Divider-01.png&#8221; title_text=&#8221;Divider-01&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_blurb content_max_width=&#8221;100%&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Noto Sans|700|||||||&#8221; header_text_color=&#8221;#1d5780&#8243; header_font_size=&#8221;40px&#8221; header_line_height=&#8221;1.5em&#8221; body_font=&#8221;Noto Sans||||||||&#8221; body_text_color=&#8221;#000000&#8243; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.5em&#8221; global_colors_info=&#8221;{}&#8221; custom_css_main_element_last_edited=&#8221;on|desktop&#8221;]<\/p>\n<div class=\"custom-flex\">\n<div class=\"flex-content\">The curriculum is built upon a fine combination of foundation courses in data science, computing, mathematics, statistics, and law, and is designed to provide students with advanced training in both theory and practice in Data Science and Engineering.<\/p>\n<p>It is also unique in its emphasis on data privacy, ethical and legal issues for the data science profession, and privacy-preserving techniques. Students may also pursue a minor in a data-intensive field, thus bridging domain-specific knowledge with data science and engineering skills.<\/p><\/div>\n<div class=\"flex-image\"><\/div>\n<\/div>\n<p>[\/et_pb_blurb][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; background_image=&#8221;\/wp-content\/uploads\/bg-img.png&#8221; custom_margin=&#8221;||||false|false&#8221; custom_padding=&#8221;||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_3,2_3&#8243; custom_padding_last_edited=&#8221;on|tablet&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; width=&#8221;1200px&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;80%&#8221; width_last_edited=&#8221;on|tablet&#8221; max_width=&#8221;100%&#8221; max_width_tablet=&#8221;100%&#8221; max_width_phone=&#8221;100%&#8221; max_width_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;||||false|false&#8221; custom_padding_tablet=&#8221;|0%|||false|false&#8221; custom_padding_phone=&#8221;|0%|||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;\/wp-content\/uploads\/Divider-01.png&#8221; title_text=&#8221;Divider-01&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_blurb title=&#8221;Curriculum Map&#8221; content_max_width=&#8221;100%&#8221; module_id=&#8221;summary-of-the-curriculum&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Lato|700|||||||&#8221; header_text_color=&#8221;#FFFFFF&#8221; header_font_size=&#8221;40px&#8221; header_line_height=&#8221;1.5em&#8221; body_font=&#8221;Noto Sans||||||||&#8221; body_text_color=&#8221;#FFFFFF&#8221; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.5em&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>The programme offers graduates new and exciting career choices in the fastest-growing job positions like data engineer\/architect, data scientist, data analyst, machine learning engineer, big data engineer, business analyst, and information security analyst. Below shows a summary of the skillsets required by data analyst, data scientist, and data engineer.<\/p>\n<p>[\/et_pb_blurb][et_pb_image src=&#8221;\/wp-content\/uploads\/curriculum-map-803&#215;437-1.png&#8221; title_text=&#8221;curriculum map-803&#215;437&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_code _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;0px||0px||false|false&#8221; custom_padding=&#8221;0px||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<style type=\"text\/css\"><!-- [et_pb_line_break_holder] -->.tg  {border-collapse:collapse;border-spacing:0;}<!-- [et_pb_line_break_holder] -->.tg td{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;<!-- [et_pb_line_break_holder] -->  overflow:hidden;padding:10px 5px;word-break:normal;}<!-- [et_pb_line_break_holder] -->.tg th{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;<!-- [et_pb_line_break_holder] -->  font-weight:normal;overflow:hidden;padding:10px 5px;word-break:normal;}<!-- [et_pb_line_break_holder] -->.tg .tg-baqh{text-align:center;vertical-align:top}<!-- [et_pb_line_break_holder] -->.tg .tg-c3ow{border-color:inherit;text-align:center;vertical-align:top}<!-- [et_pb_line_break_holder] -->.tg .tg-35e5{background-color:#37758b;border-color:inherit;color:#ffffff;text-align:center;vertical-align:top}<!-- [et_pb_line_break_holder] --><\/style>\n<p>[\/et_pb_code][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#f2f2f2&#8243; custom_padding=&#8221;||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_3,2_3&#8243; custom_padding_last_edited=&#8221;on|tablet&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; width=&#8221;1200px&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;80%&#8221; width_last_edited=&#8221;on|tablet&#8221; max_width=&#8221;100%&#8221; max_width_tablet=&#8221;100%&#8221; max_width_phone=&#8221;100%&#8221; max_width_last_edited=&#8221;on|desktop&#8221; custom_margin=&#8221;||||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; custom_padding_tablet=&#8221;|0%||0%|false|false&#8221; custom_padding_phone=&#8221;|0%||0%|false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;\/wp-content\/uploads\/Divider-01.png&#8221; title_text=&#8221;Divider-01&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_blurb title=&#8221;Curriculum Details&#8221; content_max_width=&#8221;100%&#8221; module_id=&#8221;curriculum-details&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Lato|700|||||||&#8221; header_text_color=&#8221;#1d5780&#8243; header_font_size=&#8221;40px&#8221; header_line_height=&#8221;1.5em&#8221; body_font=&#8221;Noto Sans||||||||&#8221; body_text_color=&#8221;#000000&#8243; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.5em&#8221; custom_margin=&#8221;||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_blurb][et_pb_text admin_label=&#8221;Text&#8221; module_id=&#8221;myelement&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Lato|700|||||||&#8221; header_text_color=&#8221;#000000&#8243; header_font_size=&#8221;22px&#8221; background_color=&#8221;#FFFFFF&#8221; custom_margin=&#8221;||20px||false|false&#8221; custom_padding=&#8221;||||false|false&#8221; border_width_all=&#8221;2px&#8221; border_color_all=&#8221;#d5d5d5&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<div id=\"info-1\" class=\"info\">\n<h1>UG 5 Requirements (54 credits)<\/h1>\n<\/div>\n<div id=\"content\" class=\"content-1\" style=\"display: none;\">\n<table>\n<tbody>\n<tr class=\"mpj-bg\">\n<td class=\"mpj-title\">Course Code<\/td>\n<td class=\"mpj-title\">Course<\/td>\n<td class=\"mpj-title\">No. of credits<\/td>\n<\/tr>\n<tr>\n<td>CAES1000<\/td>\n<td>Core University English<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>CAES9542<\/td>\n<td>Technical English for Computer Science<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>CENG9001<\/td>\n<td>Practical Chinese for Engineering Students<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>CC##XXXX<\/td>\n<td>University Common Core Course (6 courses)<\/td>\n<td>36<\/td>\n<\/tr>\n<tr>\n<td>UG5E1001<\/td>\n<td>Non-credit bearing courses as required<br \/>\nby the University<\/td>\n<td>0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;myelement&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Lato|700|||||||&#8221; header_text_color=&#8221;#000000&#8243; header_font_size=&#8221;22px&#8221; background_color=&#8221;#FFFFFF&#8221; custom_margin=&#8221;||20px||false|false&#8221; custom_padding=&#8221;||||false|false&#8221; border_width_all=&#8221;2px&#8221; border_color_all=&#8221;#d5d5d5&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<div id=\"info-2\" class=\"info\">\n<h1>Engineering Core Courses (24 credits)<\/h1>\n<\/div>\n<div id=\"content\" class=\"content-2\" style=\"display: none;\">\n<table>\n<tbody>\n<tr class=\"mpj-bg\">\n<td class=\"mpj-title\">Course Code<\/td>\n<td class=\"mpj-title\">Course<\/td>\n<td class=\"mpj-title\">No. of credits<\/td>\n<\/tr>\n<tr>\n<td>ENGG1320<\/td>\n<td>Engineers in the modern world<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>ENGG1330<\/td>\n<td>Computer programming I<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>ENGG1340<\/td>\n<td>Computer programming II<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>MATH1013<\/td>\n<td>University mathematics II<\/td>\n<td>6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;myelement&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Lato|700|||||||&#8221; header_text_color=&#8221;#000000&#8243; header_font_size=&#8221;22px&#8221; background_color=&#8221;#FFFFFF&#8221; custom_margin=&#8221;||20px||false|false&#8221; custom_padding=&#8221;||||false|false&#8221; border_width_all=&#8221;2px&#8221; border_color_all=&#8221;#d5d5d5&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<div id=\"info-3\" class=\"info\">\n<h1>Discipline Core (Introductory) Courses: 30 credits<\/h1>\n<\/div>\n<div id=\"content\" class=\"content-3\" style=\"display: none;\">\n<table>\n<tbody>\n<tr class=\"mpj-bg\">\n<td class=\"mpj-title\">Course Code<\/td>\n<td class=\"mpj-title\">Course<\/td>\n<td class=\"mpj-title\">No. of credits<\/td>\n<\/tr>\n<tr>\n<td>COMP2119<\/td>\n<td>Introduction to data structure and algorithms<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP2501<\/td>\n<td>Introduction to data science and engineering<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>MATH2014<\/td>\n<td>Multivariable calculus and linear algebra<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>STAT2601<\/td>\n<td>Probability and statistics I<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>STAT2602<\/td>\n<td>Probability and statistics II<\/td>\n<td>6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;myelement&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Lato|700|||||||&#8221; header_text_color=&#8221;#000000&#8243; header_font_size=&#8221;22px&#8221; background_color=&#8221;#FFFFFF&#8221; custom_margin=&#8221;||20px||false|false&#8221; custom_padding=&#8221;||||false|false&#8221; border_width_all=&#8221;2px&#8221; border_color_all=&#8221;#d5d5d5&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<div id=\"info-4\" class=\"info\">\n<h1>Discipline Core (Advanced) Courses: 18 credits<\/h1>\n<\/div>\n<div id=\"content\" class=\"content-4\" style=\"display: none;\">\n<table>\n<tbody>\n<tr class=\"mpj-bg\">\n<td class=\"mpj-title\">Course Code<\/td>\n<td class=\"mpj-title\">Course<\/td>\n<td class=\"mpj-title\">No. of credits<\/td>\n<\/tr>\n<tr>\n<td>COMP3278<\/td>\n<td>Introduction to database management systems<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP3314<\/td>\n<td>Machine learning<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP3312<\/td>\n<td>Law and ethics in data science<\/td>\n<td>6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;myelement&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Lato|700|||||||&#8221; header_text_color=&#8221;#000000&#8243; header_font_size=&#8221;22px&#8221; background_color=&#8221;#FFFFFF&#8221; custom_margin=&#8221;||20px||false|false&#8221; custom_padding=&#8221;||||false|false&#8221; border_width_all=&#8221;2px&#8221; border_color_all=&#8221;#d5d5d5&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<div id=\"info-5\" class=\"info\">\n<h1>Discipline Elective Courses (30 credits)<\/h1>\n<\/div>\n<div id=\"content\" class=\"content-5\" style=\"display: none;\">\n<table>\n<tbody>\n<tr class=\"mpj-bg\">\n<td class=\"mpj-title\">Course Code<\/td>\n<td class=\"mpj-title\">Course<\/td>\n<td class=\"mpj-title\">No. of credits<\/td>\n<\/tr>\n<tr>\n<td>COMP3270<\/td>\n<td>Artificial intelligence<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP3317<\/td>\n<td>Computer vision<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP3323 \/<br \/>FITE3010<\/td>\n<td>Advanced database systems \/<br \/>Big data and data mining<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP3340<\/td>\n<td>Applied deep learning<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP3353<\/td>\n<td>Bioinformatics<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP3355<\/td>\n<td>Cyber security<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP3361<\/td>\n<td>Natural language processing<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP3362<\/td>\n<td>Hands-on AI: experimentation and applications<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP3407<\/td>\n<td>Scientific computing<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP3513<\/td>\n<td>Big data systems<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP3516<\/td>\n<td>Data analytics for IoT<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP3520<\/td>\n<td>Special topics in data science<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP3521<\/td>\n<td>Visualization for data analytics<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>FITE2010<\/td>\n<td>Distributed ledger and blockchain<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>SOWK3136<\/td>\n<td>Application of big data analytics in social sciences<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>STAT3600<\/td>\n<td>Linear statistical analysis<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>STAT3612<\/td>\n<td>Statistical machine learning<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>STAT3621<\/td>\n<td>Statistical data analysis<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>STAT4601<\/td>\n<td>Time-series analysis<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>STAT4602<\/td>\n<td>Multivariate data analysis<\/td>\n<td>6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;myelement&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Lato|700|||||||&#8221; header_text_color=&#8221;#000000&#8243; header_font_size=&#8221;22px&#8221; background_color=&#8221;#FFFFFF&#8221; custom_margin=&#8221;||20px||false|false&#8221; custom_padding=&#8221;||||false|false&#8221; border_width_all=&#8221;2px&#8221; border_color_all=&#8221;#d5d5d5&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<div id=\"info-6\" class=\"info\">\n<h1>Capstone Experience and Internship (12 credits)<\/h1>\n<\/div>\n<div id=\"content\" class=\"content-6\" style=\"display: none;\">\n<table>\n<tbody>\n<tr class=\"mpj-bg\">\n<td class=\"mpj-title\">Course Code<\/td>\n<td class=\"mpj-title\">Course<\/td>\n<td class=\"mpj-title\">No. of credits<\/td>\n<\/tr>\n<tr>\n<td>COMP3510<\/td>\n<td>Internship*<\/td>\n<td>0<\/td>\n<\/tr>\n<tr>\n<td>COMP3522<\/td>\n<td>Real-life data science+<\/td>\n<td>6<\/td>\n<\/tr>\n<tr>\n<td>COMP4501 \/<br \/>COMP4502<\/td>\n<td>Data science in discipline project+ \/<br \/>Final year project+<\/td>\n<td>6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>[\/et_pb_text][et_pb_text module_id=&#8221;myelement&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Lato|700|||||||&#8221; header_text_color=&#8221;#000000&#8243; header_font_size=&#8221;22px&#8221; background_color=&#8221;#FFFFFF&#8221; custom_margin=&#8221;||20px||false|false&#8221; custom_padding=&#8221;||||false|false&#8221; border_width_all=&#8221;2px&#8221; border_color_all=&#8221;#d5d5d5&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<div id=\"info-7\" class=\"info\">\n<h1>Elective Courses (72 credits)<\/h1>\n<\/div>\n<div id=\"content\" class=\"content-7\" style=\"display: none;\">\n<p>Courses offered by any department, except Common Core Courses.<\/p>\n<p>Students are encouraged to pursue minor programme(s) related to application of data science. Recommended minor programmes: Finance, Economics, Marketing, Politics and Public Administration, Journalism and Media Studies, Social Data Science, Neuroscience, General Linguistics, Genetics and Genomics, Urban Studies, Urban Infrastructure Informatics, Industrial Engineering and Logistics Management, Earth Sciences, Environmental Science, Molecular Biology and Biotechnology.<\/p>\n<\/div>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; text_text_color=&#8221;#000000&#8243; text_line_height=&#8221;1.5em&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]*Internship<br \/>\n+Capstone Experience[\/et_pb_text][et_pb_code _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||0px||false|false&#8221; custom_padding=&#8221;||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<script><!-- [et_pb_line_break_holder] -->\/*** Curriculum - Accordion Hide and show Jayson ***\/<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->\tfor( let i = 1; i < 100; i++ ){<!-- [et_pb_line_break_holder] -->\t\t$('#info-'+i).click(function() {<!-- [et_pb_line_break_holder] -->            $('.content-'+i).toggle()<!-- [et_pb_line_break_holder] -->\/\/ \t\t\t$('.content-'+i).toggle(\"slide\");<!-- [et_pb_line_break_holder] -->        });<!-- [et_pb_line_break_holder] -->}<!-- [et_pb_line_break_holder] -->  <!-- [et_pb_line_break_holder] --><\/script>[\/et_pb_code][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||||false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_3,2_3&#8243; custom_padding_last_edited=&#8221;on|tablet&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; width=&#8221;1200px&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;80%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;100%&#8221; max_width_tablet=&#8221;100%&#8221; max_width_phone=&#8221;100%&#8221; max_width_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;||||false|false&#8221; custom_padding_tablet=&#8221;|0%||0%|false|false&#8221; custom_padding_phone=&#8221;|0%||0%|false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;\/wp-content\/uploads\/Divider-01.png&#8221; title_text=&#8221;Divider-01&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_blurb title=&#8221;Course Descriptions&#8221; content_max_width=&#8221;100%&#8221; module_id=&#8221;course-descriptions&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Noto Sans|700|||||||&#8221; header_text_color=&#8221;#1d5780&#8243; header_font_size=&#8221;40px&#8221; header_line_height=&#8221;1.5em&#8221; body_font=&#8221;Noto Sans||||||||&#8221; body_text_color=&#8221;#000000&#8243; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.5em&#8221; custom_margin=&#8221;||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Please refer to the syllabus : <a href=\"https:\/\/engg.hku.hk\/Portals\/0\/UG\/syllabuses\/Syllabus-DS&amp;E-23-24-4Y.pdf\" target=\"_blank\" rel=\"noopener\">https:\/\/engg.hku.hk\/Portals\/0\/UG\/syllabuses\/Syllabus-DS&amp;E-23-24-4Y.pdf<\/a><\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; disabled_on=&#8221;on|on|on&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||||false|false&#8221; disabled=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_3,2_3&#8243; custom_padding_last_edited=&#8221;on|tablet&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; width=&#8221;1200px&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;80%&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;100%&#8221; max_width_tablet=&#8221;100%&#8221; max_width_phone=&#8221;100%&#8221; max_width_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;||||false|false&#8221; custom_padding_tablet=&#8221;|0%||0%|false|false&#8221; custom_padding_phone=&#8221;|0%||0%|false|false&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_blurb title=&#8221;Elective Courses (72 credits)&#8221; content_max_width=&#8221;100%&#8221; module_id=&#8221;elective-courses&#8221; _builder_version=&#8221;4.17.6&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;Lato|700|||||||&#8221; header_text_color=&#8221;#1d5780&#8243; header_font_size=&#8221;40px&#8221; header_line_height=&#8221;1.5em&#8221; body_font=&#8221;Noto Sans||||||||&#8221; body_text_color=&#8221;#000000&#8243; body_font_size=&#8221;16px&#8221; body_line_height=&#8221;1.5em&#8221; custom_margin=&#8221;||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Courses offered by any department, except Common Core Courses.<\/p>\n<p>Students are encouraged to pursue minor programme(s) related to application of data science. Recommended minor programmes: Finance, Economics, Marketing, Politics and Public Administration, Journalism and Media Studies, Social Data Science, Neuroscience, General Linguistics, Genetics and Genomics, Urban Studies, Urban Infrastructure Informatics, Industrial Engineering and Logistics Management, Earth Sciences, Environmental Science, Molecular Biology and Biotechnology.<\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Curriculum (for 2024-25)Curriculum Curriculum Map Curriculum Details Course Descriptions The curriculum is built upon a fine combination of foundation courses in data science, computing, mathematics, statistics, and law, and is designed to provide students with advanced training in both theory and practice in Data Science and Engineering. It is also unique in its emphasis on [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":18401,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":""},"_links":{"self":[{"href":"https:\/\/datasce.cs.hku.hk\/index.php\/wp-json\/wp\/v2\/pages\/18086"}],"collection":[{"href":"https:\/\/datasce.cs.hku.hk\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/datasce.cs.hku.hk\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/datasce.cs.hku.hk\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/datasce.cs.hku.hk\/index.php\/wp-json\/wp\/v2\/comments?post=18086"}],"version-history":[{"count":10,"href":"https:\/\/datasce.cs.hku.hk\/index.php\/wp-json\/wp\/v2\/pages\/18086\/revisions"}],"predecessor-version":[{"id":19200,"href":"https:\/\/datasce.cs.hku.hk\/index.php\/wp-json\/wp\/v2\/pages\/18086\/revisions\/19200"}],"up":[{"embeddable":true,"href":"https:\/\/datasce.cs.hku.hk\/index.php\/wp-json\/wp\/v2\/pages\/18401"}],"wp:attachment":[{"href":"https:\/\/datasce.cs.hku.hk\/index.php\/wp-json\/wp\/v2\/media?parent=18086"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}