{"id":4579,"date":"2022-02-02T11:40:49","date_gmt":"2022-02-02T16:40:49","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?page_id=4579"},"modified":"2025-04-15T13:40:25","modified_gmt":"2025-04-15T17:40:25","slug":"dai-nguyen-ba","status":"publish","type":"page","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2022-2\/ds488\/dai-nguyen-ba\/","title":{"rendered":"Dai Nguyen Ba"},"content":{"rendered":"\n<p>I am Dai Nguyen Ba, a senior majoring in Data Science at Earlham College.<\/p>\n\n\n\n<p>Growing from a country that has a rapid development rate, the importance of analyzing data is massive to make sure that we are headed in the right direction. That is why I want to be a Data Scientist.<\/p>\n\n\n\n<p><strong><span style=\"text-decoration: underline\">My Data Science Project:<\/span><\/strong><\/p>\n\n\n\n<p>Car accident fatality has always been a problem for not only carmakers but also the governments trying to limit its frequency. While the department of transportation of each region and car manufacturers have been trying to update their vehicle safety requirements, the governments also have a part in building the law of transportation, road infrastructure, and citizens&#8217; road safety awareness.<\/p>\n\n\n\n<p>However, one aspect that many people omit from that equation is the state of development of each country is different. From my observation, while most developed countries have the more cohesive infrastructure, newly developing countries are now having the edge of using more state-of-the-art technology in their infrastructure. This leads to my question: Are developed countries have lower car accident fatality rates than developing countries?<\/p>\n\n\n\n<p><span style=\"text-decoration: underline\"><strong>Data Structure Diagram<\/strong>:<\/span><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"816\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/05\/Data-Structure-Diagram-1.png\" alt=\"\" class=\"wp-image-4914\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/05\/Data-Structure-Diagram-1.png 720w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/05\/Data-Structure-Diagram-1-265x300.png 265w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\" \/><\/figure>\n\n\n\n<p><strong><span style=\"text-decoration: underline\">Software demonstration video:<\/span><\/strong> <a href=\"https:\/\/youtu.be\/dz3ADIthVRU\" data-type=\"URL\" data-id=\"https:\/\/youtu.be\/dz3ADIthVRU\">https:\/\/youtu.be\/dz3ADIthVRU<\/a><\/p>\n\n\n\n<p><strong><span style=\"text-decoration: underline\">Gitlab link:<\/span><\/strong> <a href=\"https:\/\/code.cs.earlham.edu\/dtnguye18\/ds-capstone-project\">Dai Nguyen Ba \/ DS Capstone Project \u00b7 GitLab (earlham.edu)<\/a><\/p>\n\n\n\n<p><strong><span style=\"text-decoration: underline\">Poster:<\/span><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/05\/Poster_v4-1-1-1024x878.png\" alt=\"\" class=\"wp-image-4920\" width=\"772\" height=\"662\" srcset=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/05\/Poster_v4-1-1-1024x878.png 1024w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/05\/Poster_v4-1-1-300x257.png 300w, https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/05\/Poster_v4-1-1-768x658.png 768w\" sizes=\"auto, (max-width: 772px) 100vw, 772px\" \/><\/figure>\n\n\n\n<p><strong><span style=\"text-decoration: underline\">Paper:<\/span><\/strong> <\/p>\n\n\n\n<div class=\"wp-block-file\"><a href=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/05\/DS_Final_Paper.pdf\">DS_Final_Paper<\/a><a href=\"https:\/\/portfolios.cs.earlham.edu\/wp-content\/uploads\/2022\/05\/DS_Final_Paper.pdf\" class=\"wp-block-file__button\" download>Download<\/a><\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>I am Dai Nguyen Ba, a senior majoring in Data Science at Earlham College. Growing from a country that has a rapid development rate, the importance of analyzing data is massive to make sure that we are headed in the &hellip; <a href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2022-2\/ds488\/dai-nguyen-ba\/\">Read More<\/a><\/p>\n","protected":false},"author":114,"featured_media":0,"parent":4563,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4579","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Dai Nguyen Ba - CS\/DS Student Portfolios<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/students\/2022-2\/ds488\/dai-nguyen-ba\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dai Nguyen Ba - CS\/DS Student Portfolios\" \/>\n<meta property=\"og:description\" content=\"I am Dai Nguyen Ba, a senior majoring in Data Science at Earlham College. 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