{"id":301058,"date":"2021-10-22T12:34:15","date_gmt":"2021-10-22T01:34:15","guid":{"rendered":"https:\/\/augstudy.com\/?p=301058"},"modified":"2025-10-14T14:36:24","modified_gmt":"2025-10-14T03:36:24","slug":"re-imagining-aviation-through-data","status":"publish","type":"post","link":"https:\/\/augstudy.com\/zh\/re-imagining-aviation-through-data\/","title":{"rendered":"\u901a\u8fc7\u6570\u636e\u91cd\u65b0\u60f3\u8c61\u822a\u7a7a"},"content":{"rendered":"<div class=\"vc_row wpb_row vc_row-fluid aug_news\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_single_image wpb_content_element vc_align_left\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"1226\" height=\"720\" src=\"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/10\/nus-scale-dnata-e1634866535580.jpg\" class=\"vc_single_image-img attachment-full\" alt=\"\" srcset=\"https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/10\/nus-scale-dnata-e1634866535580.jpg 1226w, https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/10\/nus-scale-dnata-e1634866535580-300x176.jpg 300w, https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/10\/nus-scale-dnata-e1634866535580-1024x601.jpg 1024w, https:\/\/augstudy.com\/aug-website-files\/wp-content\/uploads\/2021\/10\/nus-scale-dnata-e1634866535580-768x451.jpg 768w\" sizes=\"auto, (max-width: 1226px) 100vw, 1226px\" \/><\/div>\n\t\t<\/figure>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element\">\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><em>\u501f\u52a9\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u6570\u636e\u5206\u6790\u8bfe\u7a0b\u7684\u65b0\u89c1\u89e3\uff0c\u8fd9\u4e9b\u8eab\u5904\u53d7\u521b\u4e25\u91cd\u7684\u822a\u7a7a\u4e1a\u7684\u7269\u6d41\u4e13\u4e1a\u4eba\u58eb\u5df2\u4e3a\u672a\u6765\u66f4\u52a0\u660e\u6717\u7684\u5929\u7a7a\u505a\u597d\u4e86\u51c6\u5907\u3002<\/em><\/p>\n<p>&nbsp;<\/p>\n<p><strong>2021 \u5e74 7 \u6708 6 \u65e5\u00a0<\/strong>\u2014 \u4e0e\u65b0\u51a0\u75ab\u60c5\u76f8\u5173\u7684\u65c5\u884c\u9650\u5236\u4f7f\u822a\u7a7a\u4e1a\u9677\u5165\u762b\u75ea\uff1b\u7269\u6d41\u516c\u53f8\u53d7\u5230\u91cd\u521b\u3002\u822a\u7a7a\u670d\u52a1\u63d0\u4f9b\u5546 dnata Singapore \u4e5f\u4e0d\u4f8b\u5916\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u5728\u8fd9\u79cd\u4ee4\u4eba\u8b66\u60d5\u7684\u6c14\u6c1b\u4e0b\uff0cdnata \u516c\u53f8\u5b66\u4e60\u4e0e\u53d1\u5c55\u4e3b\u7ba1 William Chew \u5bfb\u627e\u673a\u4f1a\u63d0\u5347\u540c\u4e8b\u7684\u58eb\u6c14\uff0c\u5305\u62ec\u5e2e\u52a9\u4ed6\u4eec\u5728\u7ecf\u6d4e\u4f4e\u8ff7\u671f\u95f4\u63d0\u5347\u6280\u80fd\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u201c\u95ee\u9898\u662f\uff0c\u6211\u4eec\u5982\u4f55\u624d\u80fd\u8ba9\u7ec4\u7ec7\u4e2d\u7684\u5458\u5de5\u4fdd\u6301\u79ef\u6781\u6027\uff0c\u540c\u65f6\u53c8\u4e0d\u5931\u5e0c\u671b\uff1f\u6211\u4eec\u5982\u4f55\u5229\u7528\u8fd9\u6bb5\u505c\u5de5\u65f6\u95f4\u6765\u63d0\u9ad8\u4ed6\u4eec\u7684\u77e5\u8bc6\u3001\u80fd\u529b\u548c\u6280\u80fd\uff1f\u201d\u4ed6\u95ee\u9053\u3002\u4ed6\u8bf4\uff0c\u8fd9\u573a\u75ab\u60c5\u4e3a\u63a8\u52a8\u516c\u53f8\u7684\u6570\u5b57\u5316\u5de5\u4f5c\u63d0\u4f9b\u4e86\u52a8\u529b\u3002\u8fd9\u4fc3\u4f7f dnata \u5229\u7528\u00a0<a href=\"https:\/\/scale.nus.edu.sg\/nus-sgunited-skills\/enhanced-training-support-package\" target=\"_blank\" rel=\"noopener\">\u589e\u5f3a\u57f9\u8bad\u652f\u6301\u5305\uff08ETSP\uff09<\/a>\u00a0\u8d44\u52a9\u4e13\u4e1a\u6280\u80fd\u8bfe\u7a0b\u4ee5\u5e2e\u52a9\u7559\u4f4f\u5458\u5de5\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u5468\u5148\u751f\u8003\u8651\u9009\u62e9\u4e00\u95e8\u7b80\u660e\u627c\u8981\u7684\u8bfe\u7a0b\uff0c\u4ee5\u201c\u6fc0\u53d1\u5b66\u751f\u5bf9\u81ea\u4e3b\u5b66\u4e60\u7684\u5174\u8da3\u201d\u3002\u8003\u8651\u5230\u822a\u7a7a\u4e1a\u7684\u53d1\u5c55\u8d8b\u52bf\uff0c\u5e76\u5728\u5176\u4ed6\u90e8\u95e8\u8d1f\u8d23\u4eba\u7684\u5e2e\u52a9\u4e0b\uff0c\u4ed6\u9009\u62e9\u4e86\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66 (NUS) \u7684\u4e00\u7cfb\u5217\u6570\u636e\u5206\u6790\u8bfe\u7a0b\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u8003\u8651\u5230\u65e5\u76ca\u590d\u6742\u7684\u80fd\u529b\uff0c\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u7684\u6570\u636e\u5206\u6790\u8bfe\u7a0b\u975e\u5e38\u9002\u5408\uff0c\u8fd9\u4e9b\u8bfe\u7a0b\u5411\u53c2\u4e0e\u8005\u4ecb\u7ecd\u4e86\u6570\u636e\u53ef\u89c6\u5316\u3001\u89e3\u91ca\u548c\u9884\u6d4b\u6280\u80fd\u3002Chew \u900f\u9732\uff0c\u4ed6\u4eec\u4e4b\u6240\u4ee5\u9009\u62e9\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u7684\u8bfe\u7a0b\uff0c\u662f\u56e0\u4e3a\u8be5\u8bfe\u7a0b\u7684\u5b66\u672f\u80cc\u666f\u975e\u5e38\u5f3a\u5927\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u63d0\u5347\u6280\u80fd\uff0c\u4fdd\u6301\u654f\u6377<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>\u53d7\u76ca\u4e8e\u8be5\u8bfe\u7a0b\u7684\u4eba\u5305\u62ec dnata \u65b0\u52a0\u5761\u9910\u996e\u90e8\u95e8\u7684\u52a9\u7406\u7ecf\u7406 Mohamad Faraz Magnus\u3002\u4f5c\u4e3a\u4ece\u4e8b\u4e25\u683c\u7684\u540e\u7aef\u8fd0\u8425\u7684\u4eba\uff0c\u6570\u636e\u7ba1\u7406\u662f\u4ed6\u5de5\u4f5c\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u201c\u5bf9\u6211\u4eec\u6765\u8bf4\uff0c\u6570\u636e\u5c31\u662f\u4fe1\u606f\uff0c\u6ca1\u6709\u6570\u636e\uff0c\u6211\u4eec\u5c31\u65e0\u6cd5\u8fdb\u884c\u9884\u6d4b\u3001\u76d1\u7763\u6240\u9700\u4e8b\u9879\uff0c\u751a\u81f3\u65e0\u6cd5\u9884\u9632\u95ee\u9898\u3002\u6211\u6bcf\u5929\u90fd\u8981\u5904\u7406\u6570\u636e\uff0c\u4ee5\u89c4\u5212\u548c\u9884\u6d4b\u8fd0\u8425\u7ee9\u6548\uff0c\u201d\u4ed6\u8bf4\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u6cd5\u62c9\u5179\u9009\u62e9\u4e86\u00a0<em><a href=\"https:\/\/www.stat.nus.edu.sg\/data-analytics-begins-with-me\/\" target=\"_blank\" rel=\"noopener\">\u6570\u636e\u5206\u6790\u4ece\u6211\u5f00\u59cb<\/a>,\u00a0<\/em>\u56e0\u4e3a\u4ed6\u5f88\u96be\u5c06\u5927\u91cf\u6570\u636e\u89e3\u6790\u4e3a\u6709\u7528\u7684\u4fe1\u606f\u3002\u8be5\u8bfe\u7a0b\u901a\u8fc7\u57fa\u4e8e Python \u7684\u56fe\u5f62\u7528\u6237\u754c\u9762\u62d6\u653e\u5de5\u5177\u8fdb\u884c\u6388\u8bfe\uff0c\u65e8\u5728\u5e2e\u52a9\u6ca1\u6709\u7f16\u7801\u6280\u80fd\u7684\u4e13\u4e1a\u4eba\u58eb\u53c2\u4e0e\u7ec4\u7ec7\u5206\u6790\u8fc7\u7a0b\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u4ed6\u8bf4\uff1a\u201cOrange \u7cfb\u7edf\u901a\u8fc7\u4e00\u4e2a\u7279\u5b9a\u7684\u7cfb\u7edf\u5904\u7406\u5927\u91cf\u6570\u636e\uff0c\u5e2e\u52a9\u6211\u4ee5\u66f4\u7b80\u5355\u3001\u66f4\u7ed3\u6784\u5316\u7684\u65b9\u5f0f\u67e5\u770b\u8fd9\u4e9b\u6570\u636e\u3002\u201d\u8fd9\u53cd\u8fc7\u6765\u53c8\u8ba9\u4ed6\u83b7\u5f97\u4e86\u654f\u9510\u7684\u7ba1\u7406\u6d1e\u5bdf\u529b\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>Faraz \u5f88\u5feb\u5c31\u5c06\u65b0\u6280\u80fd\u8fd0\u7528\u8d77\u6765\u3002\u4ed6\u5df2\u5f00\u59cb\u8d1f\u8d23\u4e00\u4e2a\u63d0\u9ad8\u6210\u672c\u6548\u7387\u7684\u65b0\u9879\u76ee\u3002\u8be5\u9879\u76ee\u6d89\u53ca\u5206\u6790\u591a\u4e2a\u6570\u636e\u6d41\uff0c\u4ee5\u51cf\u5c11 dnata \u7684\u6d6a\u8d39\uff0c\u4ece\u4ed3\u5e93\u8fd0\u8425\u5f00\u59cb\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u81ea\u75ab\u60c5\u5bfc\u81f4\u822a\u7a7a\u4e1a\u505c\u6446\u4ee5\u6765\uff0cFaraz \u7684\u90e8\u95e8\uff08\u901a\u5e38\u4e3a\u6c49\u838e\u822a\u7a7a\u548c\u745e\u58eb\u822a\u7a7a\u7b49\u822a\u7a7a\u516c\u53f8\u63d0\u4f9b\u9910\u996e\uff09\u5df2\u6269\u5c55\u5230\u5bbf\u820d\u9910\u996e\uff0c\u5e76\u627f\u62c5\u4e86\u5176\u4ed6\u653f\u5e9c\u5408\u540c\u3002\u8d1f\u8d23 dnata \u9910\u996e\u4e1a\u52a1\u7684 Mok Kok Heng \u575a\u79f0\uff0c\u4fdd\u6301\u654f\u6377\u81f3\u5173\u91cd\u8981\uff0c\u5176\u4e2d\u4e00\u90e8\u5206\u6d89\u53ca\u83b7\u5f97\u65b0\u6280\u80fd\uff0c\u5c31\u50cf Faraz \u6240\u505a\u7684\u90a3\u6837\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u201c\u4f60\u5fc5\u987b\u9002\u5e94\u4efb\u4f55\u60c5\u51b5\u624d\u80fd\u8ba9\u4e8b\u60c5\u7ee7\u7eed\u4e0b\u53bb\uff08\u5c3d\u7ba1\u56f0\u96be\u65f6\u671f\uff09\u3002\u8981\u4e0d\u65ad\u63d0\u9ad8\u6280\u80fd\u5e76\u5b66\u4e60\u65b0\u884c\u4e1a\u3002\u968f\u7740\u65b0\u51a0\u75ab\u60c5\u7684\u51fa\u73b0\uff0c\u4e16\u754c\u663e\u7136\u6b63\u5728\u53d1\u751f\u53d8\u5316\u3002\u5c06\u4f1a\u6709\u65b0\u7684\u5e38\u6001\uff0c\u4f60\u7684\u5de5\u4f5c\u6a21\u5f0f\u4e5f\u4f1a\u6709\u6240\u4e0d\u540c\uff0c\u201d\u8fd9\u4f4d\u4e1a\u5185\u8d44\u6df1\u4eba\u58eb\u8bf4\u9053\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u63a2\u7d22\u65b0\u8303\u5f0f<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>\u53e6\u4e00\u4f4d\u5728\u7ecf\u6d4e\u4f4e\u8ff7\u65f6\u671f\u62d3\u5c55\u4e86\u81ea\u8eab\u80fd\u529b\u7684 dnata \u5458\u5de5\u662f Elizabeth Gracy Mont Fort\u3002\u8fd9\u4f4d\u5ba2\u6237\u670d\u52a1\u90e8\u95e8\u7684\u8fd0\u8425\u4e3b\u7ba1\u53c2\u52a0\u4e86\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u7684\u00a0<a href=\"https:\/\/www.stat.nus.edu.sg\/data-driven-customer-experience\/\" target=\"_blank\" rel=\"noopener\"><em>\u6570\u636e\u9a71\u52a8\u7684\u5ba2\u6237\u4f53\u9a8c<\/em><\/a>\u00a0\u8bfe\u7a0b\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u867d\u7136\u5979\u7684\u90e8\u95e8\u901a\u5e38\u8fdb\u884c\u5185\u90e8\u5ba1\u8ba1\u5e76\u901a\u8fc7 Excel \u8868\u683c\u8bb0\u5f55\u5176\u7ee9\u6548\uff0c\u4f46\u5979\u540e\u6765\u5b66\u4f1a\u4e86\u4f7f\u7528\u66f4\u4e3a\u7cbe\u51c6\u7684\u5206\u6790\u5de5\u5177\uff0c\u4f8b\u5982 Orange \u548c Tableau\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u5979\u8868\u793a\uff1a\u201c\u8fd9\u95e8\u8bfe\u7a0b\u5b9e\u9645\u4e0a\u7b26\u5408 dnata \u4ee5\u7ee9\u6548\u4e3a\u5bfc\u5411\u7684\u4ef7\u503c\u89c2\uff0c\u56e0\u4e3a\u6211\u4eec\u53ef\u4ee5\u786e\u4fdd\u6211\u4eec\u7684\u6570\u636e\u7ecf\u8fc7\u6d4b\u91cf\u3002\u201d\u5979\u8865\u5145\u8bf4\uff0c\u5979\u6240\u83b7\u5f97\u7684\u77e5\u8bc6\u6709\u52a9\u4e8e\u66f4\u6e05\u6670\u5730\u63cf\u7ed8\u5ba2\u6237\u4f53\u9a8c\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u540e\u8005\u662f\u5fb7\u7eb3\u8fbe\u5ba2\u6237\u670d\u52a1\u4e3b\u7ba1 Desmond Ho 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