{"id":7349,"date":"2022-08-15T08:09:42","date_gmt":"2022-08-15T08:09:42","guid":{"rendered":"https:\/\/training.cloud-ace.vn\/?p=7349"},"modified":"2022-11-22T06:44:22","modified_gmt":"2022-11-22T06:44:22","slug":"lo-trinh-hoc-va-kien-thuc-can-thiet-thi-lay-chung-chi-associate-cloud-engineer","status":"publish","type":"post","link":"https:\/\/training.cloud-ace.vn\/en\/blog\/lo-trinh-hoc-va-kien-thuc-can-thiet-thi-lay-chung-chi-associate-cloud-engineer\/","title":{"rendered":"B\u00ed quy\u1ebft chinh ph\u1ee5c k\u1ef3 thi ch\u1ee9ng ch\u1ec9 Professional Data Engineer"},"content":{"rendered":"<p>Ngh\u1ec1 Data Engineer hi\u1ec7n nay \u0111ang r\u1ea5t ph\u00e1t tri\u1ec3n \u1edf tr\u00ean th\u1ebf gi\u1edbi v\u00e0 Vi\u1ec7t Nam, v\u1ecb tr\u00ed n\u00e0y li\u00ean t\u1ee5c \u0111\u01b0\u1ee3c c\u00e1c&nbsp; c\u00f4ng ty Vi\u1ec7t Nam \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n v\u00e0 tr\u1ea3 m\u1ee9c l\u01b0\u01a1ng cao t\u1eeb 1500$ &#8211; 1700$. Ngo\u00e0i ra, ch\u1ee9ng ch\u1ec9 Professional Data Engineer hi\u1ec7n t\u1ea1i \u0111ang l\u00e0 ch\u1ee9ng ch\u1ec9 \u0111\u01b0\u1ee3c tr\u1ea3 l\u01b0\u01a1ng cao nh\u1ea5t th\u1ebf gi\u1edbi, kho\u1ea3ng 171,749$\/n\u0103m ( theo b\u00e1o c\u00e1o <a href=\"https:\/\/www.globalknowledge.com\/us-en\/resources\/resource-library\/articles\/top-paying-certifications\/#gref\">Global Knowledge 2021 IT Skills and Salary Survey<\/a>). B\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y s\u1ebd cho b\u1ea1n nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch v\u1ec1 l\u1ed9 tr\u00ecnh h\u1ecdc v\u00e0 thi l\u1ea5y ch\u1ee9ng ch\u1ec9 Professional Data Engineer.&nbsp;<\/p>\n\n\n\n\n\n<h2 class=\"has-medium-font-size\">Th\u00f4ng tin ch\u1ee9ng ch\u1ec9 Professional Data Engineer<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-full\"><img loading=\"lazy\" width=\"360\" height=\"360\" src=\"http:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2022\/07\/wuoWAZwYEnH8shc1ij2kS9kMnIMb610WccRO.png\" alt=\"\" class=\"wp-image-6993\" srcset=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2022\/07\/wuoWAZwYEnH8shc1ij2kS9kMnIMb610WccRO.png 360w, https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2022\/07\/wuoWAZwYEnH8shc1ij2kS9kMnIMb610WccRO-300x300.png 300w, https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2022\/07\/wuoWAZwYEnH8shc1ij2kS9kMnIMb610WccRO-150x150.png 150w, https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2022\/07\/wuoWAZwYEnH8shc1ij2kS9kMnIMb610WccRO-12x12.png 12w\" sizes=\"(max-width: 360px) 100vw, 360px\" \/><\/figure><\/div>\n\n\n<p>\u0110\u1ed1i v\u1edbi ch\u1ee9ng ch\u1ec9 Professional Data Engineer, Google Cloud \u0111\u1ec1 xu\u1ea5t b\u1ea1n c\u1ea7n c\u00f3 t\u1ed1i thi\u1ec3u 1 n\u0103m l\u00e0m vi\u1ec7c tr\u00ean Google Cloud v\u00e0 bi\u1ebft c\u00e1ch tri\u1ec3n khai gi\u1ea3i ph\u00e1p \u0111\u1ec3 thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng x\u1eed l\u00fd d\u1eef li\u1ec7u t\u1eeb l\u01b0u tr\u1eef, l\u00e0m s\u1ea1ch, tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u tr\u00ean Google Cloud.&nbsp;<\/p>\n\n\n\n<p>B\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o nh\u1eefng th\u00f4ng tin chi ti\u1ebft v\u1ec1 k\u1ef3 thi l\u1ea5y ch\u1ee9ng ch\u1ec9 Professional Data Engineer \u1edf d\u01b0\u1edbi:&nbsp;<\/p>\n\n\n\n<ul><li>L\u1ec7 ph\u00ed thi: 200$ \u00e1p d\u1ee5ng cho qu\u1ed1c t\u1ebf ( 125$ \u00e1p d\u1ee5ng cho Vi\u1ec7t Nam )&nbsp;<\/li><li>C\u00e2u h\u1ecfi: 50 c\u00e2u h\u1ecfi&nbsp;<\/li><li>Th\u1eddi gian: 120 ph\u00fat&nbsp;<\/li><li>Th\u1eddi h\u1ea1n ch\u1ee9ng ch\u1ec9: 2 n\u0103m k\u1ec3 t\u1eeb ng\u00e0y pass ch\u1ee9ng ch\u1ec9&nbsp;<\/li><li>\u0110\u0103ng k\u00fd thi t\u1ea1i: <a href=\"https:\/\/www.webassessor.com\/wa.do?page=defaultLogin\">Kryterion<\/a>, b\u1ea1n c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn h\u00ecnh th\u1ee9c thi Online\/Offline ph\u00f9 h\u1ee3p v\u1edbi m\u00ecnh.&nbsp;<\/li><\/ul>\n\n\n\n<h2 class=\"has-medium-font-size\">Ki\u1ebfn th\u1ee9c c\u1ea7n thi\u1ebft \u0111\u1ec3 thi l\u1ea5y ch\u1ee9ng ch\u1ec9 Professional Data Engineer&nbsp;<\/h2>\n\n\n\n<p>\u0110\u00e2y l\u00e0 ch\u1ee9ng ch\u1ec9 chuy\u00ean v\u1ec1 x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u tr\u00ean Google Cloud. \u0110\u1ec3 v\u01b0\u1ee3t qua k\u1ef3 thi n\u00e0y, b\u1ea1n c\u1ea7n n\u1eafm v\u1eefng c\u00e1c ki\u1ebfn th\u1ee9c nh\u01b0 sau:&nbsp;<\/p>\n\n\n\n<ul><li>Thi\u1ebft k\u1ebf x\u00e2y d\u1ef1ng data pipeline v\u1edbi Hadoop, Spark, Apache Beam, MapReduce\u2026&nbsp;<\/li><li>\u0110\u01b0a ra gi\u1ea3i ph\u00e1p \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a h\u1ec7 th\u1ed1ng x\u1eed l\u00fd d\u1eef li\u1ec7u<\/li><li>X\u00e2y d\u1ef1ng model v\u00e0 \u1ee9ng d\u1ee5ng Machine learning&nbsp;<\/li><\/ul>\n\n\n\n<p>Google cho 2 sample case studies cho ch\u1ee9ng ch\u1ec9 n\u00e0y. C\u00e1c b\u1ea1n tham kh\u1ea3o <a href=\"https:\/\/cloud.google.com\/certification\/guides\/data-engineer\/#sample-case-study\">t\u1ea1i \u0111\u00e2y<\/a>.<\/p>\n\n\n\n<h2 class=\"has-medium-font-size\">L\u1ed9 tr\u00ecnh h\u1ecdc thi l\u1ea5y ch\u1ee9ng ch\u1ec9 Professional Data Engineer&nbsp;<\/h2>\n\n\n\n<p>B\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o l\u1ed9 tr\u00ecnh h\u1ecdc v\u00e0 thi l\u1ea5y ch\u1ee9ng ch\u1ec9 Professional Data Engineer \u1edf d\u01b0\u1edbi \u0111\u00e2y:&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"454\" src=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2022\/08\/Lo-trinh-hoc-thi-lay-chung-chi-Professional-Data-Engineer-1024x454.png\" alt=\"\" class=\"wp-image-7378\" srcset=\"https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2022\/08\/Lo-trinh-hoc-thi-lay-chung-chi-Professional-Data-Engineer-1024x454.png 1024w, https:\/\/training.cloud-ace.vn\/wp-content\/uploads\/2022\/08\/Lo-trinh-hoc-thi-lay-chung-chi-Professional-Data-Engineer-18x7.png 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u0110\u1ec3 c\u00f3 \u0111\u1ea7y \u0111\u1ee7 ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng thi l\u1ea5y ch\u1ee9ng ch\u1ec9 Professional Data Engineer, b\u1ea1n c\u1ea7n ho\u00e0n th\u00e0nh t\u1ea5t c\u1ea3 3 kh\u00f3a h\u1ecdc, th\u00f4ng tin c\u00e1c kh\u00f3a h\u1ecdc nh\u01b0 sau:&nbsp;<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/training.cloud-ace.vn\/en\/googlecloudtraining\/google-cloud-platform-big-data-and-machine-learning-fundamentals\/\">Google Cloud Platform: Big Data Machine Learning Fundamentals<\/a>: Kh\u00f3a h\u1ecdc cung c\u1ea5p ki\u1ebfn th\u1ee9c cho h\u1ecdc vi\u00ean hi\u1ec3u bi\u1ebft s\u01a1 l\u01b0\u1ee3c v\u1ec1 c\u00e1c c\u00f4ng c\u1ee5 x\u1eed l\u00fd d\u1eef li\u1ec7u&nbsp; c\u1ee7a Google Cloud: Cloud SQL, Dataproc, Bigquery, Dataflow v\u00e0 Data Studio v\u00e0 \u00e1p d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n Machine learning v\u00e0o x\u1eed l\u00fd d\u1eef li\u1ec7u; qua \u0111\u00f3 b\u1ea1n s\u1ebd hi\u1ec3u \u0111\u01b0\u1ee3c s\u1ee9c m\u1ea1nh v\u00e0 kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u nhanh ch\u00f3ng c\u1ee7a Google Cloud.&nbsp;<\/li><li><a href=\"https:\/\/training.cloud-ace.vn\/en\/googlecloudtraining\/data-engineer-on-google-cloud\/\">Data Engineer on Google Cloud<\/a>: B\u1ea1n s\u1ebd h\u1ecdc c\u00e1ch thi\u1ebft k\u1ebf, x\u00e2y d\u1ef1ng, v\u1eadn h\u00e0nh, b\u1ea3o m\u1eadt v\u00e0 gi\u00e1m s\u00e1t h\u1ec7 th\u1ed1ng x\u1eed l\u00fd d\u1eef li\u1ec7u, \u0111\u1eb7c bi\u1ec7t tu\u00e2n th\u1ee7 t\u00ednh b\u1ea3o m\u1eadt, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 hi\u1ec7u qu\u1ea3, \u0111\u1ed9 tin c\u1eady v\u00e0 x\u00e1c th\u1ef1c, t\u00ednh linh ho\u1ea1t v\u00e0 linh \u0111\u1ed9ng. B\u00ean c\u1ea1nh \u0111\u00f3 b\u1ea1n s\u1ebd \u0111\u01b0\u1ee3c h\u1ecdc c\u00e1ch t\u00e1i s\u1eed d\u1ee5ng, tri\u1ec3n khai v\u00e0 \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh Machine learning .<\/li><li><a href=\"https:\/\/training.cloud-ace.vn\/en\/googlecloudtraining\/preparing-for-the-google-cloud-professional-data-engineer-exam\/\">Prepare for the Google Cloud Professional Data Engineer exam<\/a>: Kh\u00f3a h\u1ecdc bao g\u1ed3m b\u00e0i gi\u1ea3ng, c\u00e2u h\u1ecfi Quiz v\u00e0 c\u00e2u h\u1ecfi \u00f4n t\u1eadp \u0111\u1ec3 l\u00e0m quen v\u1edbi c\u1ea5u tr\u00fac v\u00e0 \u0111\u1ecbnh d\u1ea1ng c\u1ee7a b\u00e0i thi. B\u1ea1n s\u1ebd t\u00ecm hi\u1ec3u c\u00e1c c\u00e2u h\u1ecfi, case study v\u00e0 c\u00e1c tip l\u00e0m b\u00e0i, t\u1eeb \u0111\u00f3 \u00f4n t\u1eadp ki\u1ebfn th\u1ee9c tr\u1ecdng \u0111i\u1ec3m c\u00f3 trong b\u00e0i thi. Cu\u1ed1i kh\u00f3a h\u1ecdc, b\u1ea1n s\u1ebd \u0111\u01b0\u1ee3c l\u00e0m b\u00e0i thi th\u1eed m\u00f4 ph\u1ecfng k\u1ef3 thi th\u1ef1c t\u1ebf gi\u00fap b\u1ea1n c\u00f3 s\u1ef1 chu\u1ea9n b\u1ecb t\u1ed1t nh\u1ea5t tr\u01b0\u1edbc k\u1ef3 thi.&nbsp;<\/li><\/ul>\n\n\n\n<p>V\u1edbi c\u01b0\u01a1ng v\u1ecb l\u00e0 <em>\u0111\u1ed1i t\u00e1c \u0111\u00e0o t\u1ea1o Google Cloud<\/em>, <a href=\"https:\/\/training.cloud-ace.vn\/en\/googlecloudtraining\/\"><strong>Cloud Ace<\/strong> <\/a>x\u00e2y d\u1ef1ng ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc ch\u1ea5t l\u01b0\u1ee3ng d\u00e0nh cho h\u1ecdc vi\u00ean kh\u00f4ng ch\u1ec9 bao g\u1ed3m b\u00e0i gi\u1ea3ng l\u00fd thuy\u1ebft th\u00f4ng th\u01b0\u1eddng m\u00e0 c\u00f2n c\u00e1c ki\u1ebfn th\u1ee9c th\u1ef1c t\u1ebf c\u1ee7a c\u00e1c Trainer tr\u1ef1c ti\u1ebfp l\u00e0m vi\u1ec7c h\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng tr\u00ean Google Cloud, trong qu\u00e1 tr\u00ecnh h\u1ecdc b\u1ea1n s\u1ebd \u0111\u01b0\u1ee3c demo tr\u00ean Google Console ho\u1eb7c Command line, ngo\u00e0i ra b\u1ea1n c\u00f2n \u0111\u01b0\u1ee3c h\u01b0\u1edbng d\u1eabn t\u1eebng b\u01b0\u1edbc c\u1ee5 th\u1ec3 trong c\u00e1c b\u00e0i lab c\u1ee7a kh\u00f3a h\u1ecdc.&nbsp;<\/p>\n\n\n\n<p>Th\u00eam n\u1eefa, trong qu\u00e1 tr\u00ecnh h\u1ecdc b\u1ea1n c\u00f2n \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u01b0\u1edbng c\u00e1c ki\u1ebfn th\u1ee9c quan tr\u1ecdng trong k\u1ef3 thi l\u1ea5y ch\u1ee9ng ch\u1ec9 Google Cloud v\u00e0 nh\u1eefng \u0111i\u1ec3m c\u1ea7n l\u01b0u \u00fd trong qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c tr\u00ean Google Cloud.&nbsp;<\/p>\n\n\n\n<p>Tr\u00ean \u0111\u00e2y l\u00e0 nh\u1eefng th\u00f4ng tin v\u1ec1 ch\u1ee9ng ch\u1ec9 Professional Data Engineer&nbsp; v\u00e0 l\u1ed9 tr\u00ecnh h\u1ecdc thi l\u1ea5y ch\u1ee9ng ch\u1ec9, hy v\u1ecdng b\u1ea1n s\u1ebd c\u00f3 nh\u1eefng th\u00f4ng tin h\u1eefu \u00edch v\u00e0 chu\u1ea9n b\u1ecb t\u1ed1t cho k\u1ef3 thi s\u1eafp t\u1edbi.&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>Ngh\u1ec1 Data Engineer hi\u1ec7n nay \u0111ang r\u1ea5t ph\u00e1t tri\u1ec3n \u1edf tr\u00ean th\u1ebf gi\u1edbi v\u00e0 Vi\u1ec7t Nam, v\u1ecb tr\u00ed n\u00e0y li\u00ean t\u1ee5c \u0111\u01b0\u1ee3c c\u00e1c&nbsp; c\u00f4ng ty Vi\u1ec7t Nam \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n v\u00e0 tr\u1ea3 m\u1ee9c l\u01b0\u01a1ng cao t\u1eeb 1500$ &#8211; 1700$. Ngo\u00e0i ra, ch\u1ee9ng ch\u1ec9 Professional Data Engineer hi\u1ec7n t\u1ea1i \u0111ang l\u00e0 ch\u1ee9ng ch\u1ec9 \u0111\u01b0\u1ee3c tr\u1ea3 l\u01b0\u01a1ng [&hellip;]<\/p>","protected":false},"author":5,"featured_media":7432,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false},"categories":[46],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.5.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>B\u00ed quy\u1ebft chinh ph\u1ee5c k\u1ef3 thi ch\u1ee9ng ch\u1ec9 Professional Data Engineer - Cloud Ace Training<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/training.cloud-ace.vn\/en\/blog\/lo-trinh-hoc-va-kien-thuc-can-thiet-thi-lay-chung-chi-associate-cloud-engineer\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"B\u00ed quy\u1ebft chinh ph\u1ee5c k\u1ef3 thi ch\u1ee9ng ch\u1ec9 Professional Data Engineer - Cloud Ace Training\" \/>\n<meta property=\"og:description\" content=\"Ngh\u1ec1 Data Engineer hi\u1ec7n nay \u0111ang r\u1ea5t ph\u00e1t tri\u1ec3n \u1edf tr\u00ean th\u1ebf gi\u1edbi v\u00e0 Vi\u1ec7t Nam, v\u1ecb tr\u00ed n\u00e0y li\u00ean t\u1ee5c \u0111\u01b0\u1ee3c c\u00e1c&nbsp; c\u00f4ng ty Vi\u1ec7t Nam \u0111\u01b0\u1ee3c s\u0103n \u0111\u00f3n v\u00e0 tr\u1ea3 m\u1ee9c l\u01b0\u01a1ng cao t\u1eeb 1500$ &#8211; 1700$. 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