{"id":67876,"date":"2024-05-05T13:01:05","date_gmt":"2024-05-05T06:01:05","guid":{"rendered":"https:\/\/itviec.com\/blog\/?p=67876"},"modified":"2026-04-06T10:12:11","modified_gmt":"2026-04-06T03:12:11","slug":"hoc-data-analyst","status":"publish","type":"post","link":"https:\/\/itviec.com\/blog\/hoc-data-analyst\/","title":{"rendered":"H\u1ecdc Data Analyst: L\u1ed9 tr\u00ecnh h\u1ecdc Data Analyst v\u00e0 G\u1ee3i \u00fd kh\u00f3a h\u1ecdc Data Analyst"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 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\" style=\"cursor:inherit\">N\u1ed9i dung b\u00e0i vi\u1ebft<\/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 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/itviec.com\/blog\/hoc-data-analyst\/#Data_Analyst_can_hoc_gi\" >Data Analyst c\u1ea7n h\u1ecdc g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/itviec.com\/blog\/hoc-data-analyst\/#Lo_trinh_hoc_tap_5_buoc_de_tro_thanh_Data_Analyst\" >L\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp 5 b\u01b0\u1edbc \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/itviec.com\/blog\/hoc-data-analyst\/#Cac_khoa_hoc_Data_Analyst_tham_khao\" >C\u00e1c kh\u00f3a h\u1ecdc Data Analyst tham kh\u1ea3o<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/itviec.com\/blog\/hoc-data-analyst\/#Cac_cau_hoi_thuong_gap_ve_hoc_Data_Analyst\" >C\u00e1c c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 h\u1ecdc Data Analyst<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/itviec.com\/blog\/hoc-data-analyst\/#Tong_ket_hoc_Data_Analyst\" >T\u1ed5ng k\u1ebft h\u1ecdc Data Analyst<\/a><\/li><\/ul><\/nav><\/div>\n<p><b><i>N\u1ebfu b\u1ea1n \u0111ang quan t\u00e2m v\u00e0 mu\u1ed1n h\u1ecdc h\u1ecfi \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst, th\u00ec b\u00e0i vi\u1ebft n\u00e0y l\u00e0 d\u00e0nh cho b\u1ea1n. H\u00e3y c\u00f9ng ITviec kh\u00e1m ph\u00e1 l\u1ed9 tr\u00ecnh h\u1ecdc Data Analyst to\u00e0n di\u1ec7n c\u00f9ng m\u1ed9t s\u1ed1 kh\u00f3a h\u1ecdc Data Analyst v\u00e0 t\u00e0i li\u1ec7u t\u1ef1 h\u1ecdc Data Analyst h\u1eefu \u00edch \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u v\u00e0 ph\u00e1t tri\u1ec3n s\u1ef1 nghi\u1ec7p c\u1ee7a m\u00ecnh trong l\u0129nh v\u1ef1c Data Analyst \u0111\u1ea7y ti\u1ec1m n\u0103ng n\u00e0y!<\/i><\/b><\/p>\n<p>\u0110\u1ecdc b\u00e0i vi\u1ebft n\u00e0y \u0111\u1ec3 kh\u00e1m ph\u00e1:<\/p>\n<ul>\n<li>\u0110\u1ec3 tr\u1edf th\u00e0nh Data Analyst c\u1ea7n h\u1ecdc g\u00ec?<\/li>\n<li>L\u1ed9 tr\u00ecnh h\u1ecdc Data Analyst cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u<\/li>\n<li>C\u00e1c kh\u00f3a h\u1ecdc Data Analyst, s\u00e1ch Data Analyst v\u00e0 nh\u1eefng t\u00e0i li\u1ec7u t\u1ef1 h\u1ecdc Data Analyst b\u1ed5 \u00edch<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Data_Analyst_can_hoc_gi\"><\/span><b>Data Analyst c\u1ea7n h\u1ecdc g\u00ec?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><b> K\u1ef9 n\u0103ng chuy\u00ean m\u00f4n<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Th\u00e0nh th\u1ea1o <a href=\"https:\/\/itviec.com\/blog\/sql-la-gi\/\" target=\"_blank\" rel=\"noopener\">SQL<\/a>:<\/strong> SQL l\u00e0 ng\u00f4n ng\u1eef \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 truy v\u1ea5n v\u00e0 thao t\u00e1c d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac nh\u01b0 c\u01a1 s\u1edf d\u1eef li\u1ec7u, gi\u00fap c\u1eadp nh\u1eadt, tr\u00edch xu\u1ea5t v\u00e0 x\u00e1c \u0111\u1ecbnh m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c bi\u1ebfn d\u1eef li\u1ec7u tr\u00ean nhi\u1ec1u n\u1ec1n t\u1ea3ng nh\u01b0 MySQL, Microsoft SQL v\u00e0 Oracle.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>K\u1ef9 n\u0103ng Excel<\/strong>: Excel l\u00e0 c\u00f4ng c\u1ee5 \u0111\u01a1n gi\u1ea3n nh\u01b0ng v\u00f4 c\u00f9ng h\u1eefu \u00edch, cho ph\u00e9p t\u00ednh to\u00e1n v\u00e0 bi\u1ec3u \u0111\u1ed3 h\u00f3a d\u1eef li\u1ec7u d\u1ec5 d\u00e0ng. Excel l\u00e0 l\u1ef1a ch\u1ecdn h\u00e0ng \u0111\u1ea7u \u0111\u1ec3 l\u00e0m vi\u1ec7c v\u1edbi d\u1eef li\u1ec7u \u1edf d\u1ea1ng c\u01a1 b\u1ea3n v\u00e0 t\u1ea1o ra c\u00e1c bi\u1ec3u \u0111\u1ed3 \u0111\u01a1n gi\u1ea3n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Bi\u1ebft l\u1eadp tr\u00ecnh th\u1ed1ng k\u00ea<\/strong>: N\u1eafm v\u1eefng R v\u00e0 Python l\u00e0 hai ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh ch\u1ee7 \u0111\u1ea1o cho ph\u00e2n t\u00edch d\u1eef li\u1ec7u, cung c\u1ea5p c\u00e1c ch\u1ee9c n\u0103ng th\u1ed1ng k\u00ea ph\u1ee9c t\u1ea1p.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Kh\u1ea3 n\u0103ng tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u<\/strong>: C\u00e1c c\u00f4ng c\u1ee5 tr\u1ef1c quan h\u00f3a nh\u01b0 Tableau, PowerBI v\u00e0 Plotly cho ph\u00e9p chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p th\u00e0nh c\u00e1c bi\u1ec3u \u0111\u1ed3 v\u00e0 \u0111\u1ed3 th\u1ecb tr\u1ef1c quan v\u00e0 d\u1ec5 hi\u1ec3u, gi\u00fap truy\u1ec1n \u0111\u1ea1t \u00fd ngh\u0129a c\u1ee7a d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/span><\/li>\n<\/ul>\n<blockquote><p><em>\u0110\u1ecdc th\u00eam: <a href=\"https:\/\/itviec.com\/blog\/data-analyst-lam-gi\/\" target=\"_blank\" rel=\"noopener\"><strong>Data Analyst l\u00e0m g\u00ec: \u0110\u1ecbnh ngh\u0129a, K\u1ef9 n\u0103ng v\u00e0 H\u01b0\u1edbng ph\u00e1t tri\u1ec3n<\/strong><\/a><\/em><\/p><\/blockquote>\n<h3><b> K\u1ef9 n\u0103ng m\u1ec1m<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Theo <a href=\"https:\/\/www.researchgate.net\/publication\/372572676_Investigation_of_Essential_Skills_for_Data_Analysts_An_Analysis_Based_on_LinkedIn\" target=\"_blank\" rel=\"noopener\">m\u1ed9t nghi\u00ean c\u1ee9u<\/a> th\u1ef1c hi\u1ec7n tr\u00ean 2,512 tin tuy\u1ec3n d\u1ee5ng Data Analyst qua Linkedin, c\u00f3 \u0111\u1ebfn 84,8% y\u00eau c\u1ea7u k\u1ef9 n\u0103ng ph\u00e2n t\u00edch. \u0110i\u1ec1u n\u00e0y khi\u1ebfn k\u1ef9 n\u0103ng ph\u00e2n t\u00edch tr\u1edf th\u00e0nh k\u1ef9 n\u0103ng m\u1ec1m \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u th\u01b0\u1eddng xuy\u00ean nh\u1ea5t \u0111\u1ed1i v\u1edbi v\u1ecb tr\u00ed Data Analyst.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">K\u1ef9 n\u0103ng giao ti\u1ebfp l\u00e0 k\u1ef9 n\u0103ng m\u1ec1m \u0111\u01b0\u1ee3c \u01b0a chu\u1ed9ng th\u1ee9 2 khi c\u00f3 74,1% tin tuy\u1ec3n d\u1ee5ng y\u00eau c\u1ea7u. \u0110i\u1ec1u \u0111\u00e1ng ch\u00fa \u00fd l\u00e0 trong s\u1ed1 2,512 tin tuy\u1ec3n d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u, c\u00f3 1.661 (66,1%) y\u00eau c\u1ea7u k\u1ef9 n\u0103ng giao ti\u1ebfp b\u1eb1ng v\u0103n b\u1ea3n v\u00e0 650 (25,9%) y\u00eau c\u1ea7u c\u1ee5 th\u1ec3 k\u1ef9 n\u0103ng giao ti\u1ebfp b\u1eb1ng l\u1eddi n\u00f3i.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">C\u00e1c lo\u1ea1i k\u1ef9 n\u0103ng c\u00f3 m\u1eb7t trong \u00edt nh\u1ea5t 1\/2 s\u1ed1 tin \u0111\u0103ng bao g\u1ed3m: K\u1ef9 n\u0103ng l\u00e3nh \u0111\u1ea1o (61,5%), k\u1ef9 n\u0103ng c\u1ed9ng t\u00e1c (53,7%) v\u00e0 k\u1ef9 n\u0103ng qu\u1ea3n l\u00fd (51,7%).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ngo\u00e0i ra, Data Analyst n\u00ean b\u1ed5 sung th\u00eam ki\u1ebfn th\u1ee9c chuy\u00ean ng\u00e0nh c\u1ee7a doanh nghi\u1ec7p \u0111ang c\u00f4ng t\u00e1c. Vi\u1ec7c hi\u1ec3u v\u1ec1 m\u00f4 h\u00ecnh kinh doanh, xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng, h\u00e0nh vi kh\u00e1ch h\u00e0nh gi\u00fap cho Data Analyst x\u00e2u chu\u1ed7i c\u00e1c d\u1eef li\u1ec7u t\u1ed1t h\u01a1n, hi\u1ec3u r\u00f5 b\u1ea3n ch\u1ea5t v\u00e0 \u0111\u01b0a ra nh\u1eefng gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u h\u01a1n cho ho\u1ea1t \u0111\u1ed9ng c\u1ee7a doanh nghi\u1ec7p. V\u00ed d\u1ee5, n\u1ebfu l\u00e0m trong l\u0129nh v\u1ef1c ng\u00e2n h\u00e0ng th\u00ec c\u1ea7n hi\u1ec3u v\u1ec1 quy \u0111\u1ecbnh t\u00e0i ch\u00ednh ho\u1eb7c m\u1ed9t Data Analyst trong m\u1ea3ng Marketing n\u00ean hi\u1ec3u c\u00e1c kh\u00e1i ni\u1ec7m v\u1ec1 h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng, ph\u00e2n kh\u00fac th\u1ecb tr\u01b0\u1eddng v\u00e0 chi\u1ebfn l\u01b0\u1ee3c ti\u1ebfp th\u1ecb.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Lo_trinh_hoc_tap_5_buoc_de_tro_thanh_Data_Analyst\"><\/span><b>L\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp 5 b\u01b0\u1edbc \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">N\u1ebfu b\u1ea1n mu\u1ed1n theo \u0111u\u1ed5i s\u1ef1 nghi\u1ec7p Data Analyst, c\u00f3 n\u0103m b\u01b0\u1edbc ch\u00ednh m\u00e0 b\u1ea1n c\u1ea7n th\u1ef1c hi\u1ec7n:<\/span><\/p>\n<h3><b>B\u01b0\u1edbc 1: Gi\u00e1o d\u1ee5c v\u00e0 \u0111i\u1ec1u ki\u1ec7n c\u01a1 b\u1ea3n<\/b><\/h3>\n<ul>\n<li><span style=\"font-weight: 400;\"><strong>Tr\u00ecnh \u0111\u1ed9 h\u1ecdc v\u1ea5n<\/strong>: B\u1eb1ng c\u1eed nh\u00e2n trong l\u0129nh v\u1ef1c li\u00ean quan nh\u01b0 th\u1ed1ng k\u00ea, to\u00e1n h\u1ecdc, khoa h\u1ecdc m\u00e1y t\u00ednh, kinh t\u1ebf, k\u1ef9 thu\u1eadt ho\u1eb7c c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u01b0\u1eddng \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u. M\u1ed9t s\u1ed1 v\u1ecb tr\u00ed th\u1eadm ch\u00ed c\u00f3 th\u1ec3 y\u00eau c\u1ea7u b\u1eb1ng th\u1ea1c s\u0129.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><strong>B\u1eaft \u0111\u1ea7u v\u1edbi nh\u1eefng ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n v\u1ec1 ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong>: T\u1eadp trung v\u00e0o vi\u1ec7c n\u1eafm v\u1eefng c\u00e1c kh\u00e1i ni\u1ec7m c\u01a1 b\u1ea3n nh\u01b0 \u0111o l\u01b0\u1eddng m\u1ee9c \u0111\u1ed9 t\u1eadp trung v\u00e0 ph\u00e2n t\u00e1n d\u1eef li\u1ec7u, ph\u00e2n ph\u1ed1i x\u00e1c su\u1ea5t v\u00e0 ki\u1ec3m \u0111\u1ecbnh gi\u1ea3 thuy\u1ebft tr\u00ean c\u00e1c d\u1ef1 \u00e1n th\u1ef1c t\u1ebf.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><strong>K\u1ef9 n\u0103ng v\u1ec1 c\u01a1 s\u1edf d\u1eef li\u1ec7u<\/strong>: L\u00e0m quen v\u1edbi c\u01a1 s\u1edf d\u1eef li\u1ec7u v\u00e0 SQL v\u00ec c\u00e1c Data Analyst th\u01b0\u1eddng l\u00e0m vi\u1ec7c v\u1edbi c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong c\u01a1 s\u1edf d\u1eef li\u1ec7u.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><strong>To\u00e1n h\u1ecdc v\u00e0 Th\u1ed1ng k\u00ea<\/strong>: Ph\u00e1t tri\u1ec3n n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc v\u1ec1 to\u00e1n h\u1ecdc v\u00e0 th\u1ed1ng k\u00ea, bao g\u1ed3m c\u00e1c kh\u00e1i ni\u1ec7m nh\u01b0 x\u00e1c su\u1ea5t, \u0111\u1ea1i s\u1ed1 tuy\u1ebfn t\u00ednh, vi t\u00edch ph\u00e2n v\u00e0 th\u1ed1ng k\u00ea suy lu\u1eadn. \u0110\u00e2y l\u00e0 nh\u1eefng k\u1ef9 n\u0103ng n\u1ec1n t\u1ea3ng \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><strong>Ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh<\/strong>: T\u00ecm hi\u1ec3u c\u00e1c ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u, ch\u1eb3ng h\u1ea1n nh\u01b0 Python ho\u1eb7c R. Python \u0111\u1eb7c bi\u1ec7t ph\u1ed5 bi\u1ebfn do kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng v\u00e0 th\u01b0 vi\u1ec7n m\u1edf r\u1ed9ng \u0111\u1ec3 thao t\u00e1c v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/span><\/li>\n<\/ul>\n<h3><b>B\u01b0\u1edbc 2: Ph\u00e1t tri\u1ec3n c\u00e1c k\u1ef9 n\u0103ng c\u1ea7n thi\u1ebft<\/b><\/h3>\n<ul>\n<li><span style=\"font-weight: 400;\"><strong>X\u1eed l\u00fd v\u00e0 l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u<\/strong>: H\u1ecdc c\u00e1ch l\u00e0m s\u1ea1ch, ti\u1ec1n x\u1eed l\u00fd v\u00e0 bi\u1ebfn \u0111\u1ed5i d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o cho vi\u1ec7c ph\u00e2n t\u00edch. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m x\u1eed l\u00fd c\u00e1c gi\u00e1 tr\u1ecb thi\u1ebfu, c\u00e1c gi\u00e1 tr\u1ecb ngo\u1ea1i l\u1ec7 v\u00e0 s\u1ef1 kh\u00f4ng nh\u1ea5t qu\u00e1n trong d\u1eef li\u1ec7u.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><strong>Tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u<\/strong>: Th\u1ea1o c\u00e1c k\u1ef9 thu\u1eadt tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u b\u1eb1ng c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Matplotlib, Python ho\u1eb7c R \u0111\u1ec3 t\u1ea1o ra bi\u1ec3u \u0111\u1ed3 v\u00e0 tr\u00ecnh b\u00e0y ch\u00fang m\u1ed9t c\u00e1ch tr\u1ef1c quan v\u00e0 gi\u00e0u th\u00f4ng tin.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><strong>Ph\u00e2n t\u00edch Th\u1ed1ng k\u00ea<\/strong>: Th\u00e0nh th\u1ea1o vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt th\u1ed1ng k\u00ea nh\u01b0 ki\u1ec3m \u0111\u1ecbnh gi\u1ea3 thuy\u1ebft, ph\u00e2n t\u00edch h\u1ed3i quy v\u00e0 th\u1ed1ng k\u00ea m\u00f4 t\u1ea3 \u0111\u1ec3 r\u00fat ra nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc t\u1eeb d\u1eef li\u1ec7u.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><strong>C\u01a1 b\u1ea3n M\u00e1y h\u1ecdc<\/strong>: L\u00e0m quen v\u1edbi c\u00e1c kh\u00e1i ni\u1ec7m c\u01a1 b\u1ea3n v\u1ec1 m\u00e1y h\u1ecdc \u0111\u1ec3 hi\u1ec3u c\u00e1ch \u00e1p d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n v\u00e0 ph\u00e2n lo\u1ea1i.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><strong>T\u01b0 duy ph\u1ea3n bi\u1ec7n v\u00e0 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1<\/strong>: Ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd kh\u1ea3 n\u0103ng t\u01b0 duy ph\u00e2n t\u00edch v\u00e0 ph\u1ea3n bi\u1ec7n \u0111\u1ec3 ti\u1ebfp c\u1eadn nh\u1eefng v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p v\u00e0 r\u00fat ra nh\u1eefng hi\u1ec3u bi\u1ebft v\u1ec1 d\u1eef li\u1ec7u.<\/span><\/li>\n<\/ul>\n<h3><b>B\u01b0\u1edbc 3: T\u00edch l\u0169y kinh nghi\u1ec7m th\u1ef1c t\u1ebf<\/b><\/h3>\n<ul>\n<li><span style=\"font-weight: 400;\"><strong>D\u1ef1 \u00e1n v\u00e0 Portfolio<\/strong>: Th\u1ef1c hi\u1ec7n c\u00e1c d\u1ef1 \u00e1n ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u00e1 nh\u00e2n ho\u1eb7c h\u1ee3p t\u00e1c \u0111\u1ec3 th\u1ec3 hi\u1ec7n k\u1ef9 n\u0103ng c\u1ee7a b\u1ea1n. H\u00e3y t\u1ea1o m\u1ed9t portfolio <\/span><span style=\"font-weight: 400;\">t\u1eadp trung v\u00e0o nh\u1eefng d\u1ef1 \u00e1n \u0111\u1eb7c bi\u1ec7t th\u1ec3 hi\u1ec7n k\u1ef9 n\u0103ng chuy\u00ean m\u00f4n v\u00e0 k\u1ef9 n\u0103ng m\u1ec1m c\u1ee7a b\u1ea1n c\u0169ng nh\u01b0 <\/span><span style=\"font-weight: 400;\">cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><strong>T\u00ecm v\u1ecb tr\u00ed Intern ho\u1eb7c Fresher trong l\u0129nh v\u1ef1c Data Analyst<\/strong>: T\u00ecm ki\u1ebfm m\u1ed9t c\u00f4ng vi\u1ec7c Intern ho\u1eb7c Fresher cho ph\u00e9p b\u1ea1n \u00e1p d\u1ee5ng k\u1ef9 n\u0103ng c\u1ee7a m\u00ecnh trong m\u00f4i tr\u01b0\u1eddng chuy\u00ean nghi\u1ec7p. Nh\u1eefng kinh nghi\u1ec7m n\u00e0y s\u1ebd mang l\u1ea1i c\u01a1 h\u1ed9i tuy\u1ec7t v\u1eddi v\u00e0 c\u00e1c m\u1ed1i quan h\u1ec7 h\u1eefu \u00edch cho vi\u1ec7c ph\u00e1t tri\u1ec3n s\u1ef1 nghi\u1ec7p c\u1ee7a b\u1ea1n trong t\u01b0\u01a1ng lai.<\/span><\/li>\n<\/ul>\n<h3><b>B\u01b0\u1edbc 4: Th\u00f4ng th\u1ea1o c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 k\u1ef9 thu\u1eadt b\u1ed5 sung<\/b><\/h3>\n<ul>\n<li><span style=\"font-weight: 400;\"><strong>C\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u n\u00e2ng cao<\/strong>: Kh\u00e1m ph\u00e1 c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 th\u01b0 vi\u1ec7n ph\u00e2n t\u00edch d\u1eef li\u1ec7u n\u00e2ng cao h\u01a1n, ch\u1eb3ng h\u1ea1n nh\u01b0 Pandas, NumPy, scikit-learn (Python), ho\u1eb7c dplyr, tidyr (R), \u0111\u1ec3 ph\u00e1t tri\u1ec3n kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch c\u1ee7a b\u1ea1n.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><strong>C\u00f4ng ngh\u1ec7 Big Data<\/strong>: L\u00e0m quen v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 Big Data nh\u01b0 Hadoop v\u00e0 Spark, v\u00ec vi\u1ec7c x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn l\u00e0 m\u1ed9t ph\u1ea7n quan tr\u1ecdng c\u1ee7a ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/span><\/li>\n<\/ul>\n<h3><b>B\u01b0\u1edbc 5: Ph\u00e1t tri\u1ec3n m\u1ea1ng l\u01b0\u1edbi m\u1ed1i quan h\u1ec7 v\u00e0 t\u00ecm ki\u1ebfm c\u00f4ng vi\u1ec7c<\/b><\/h3>\n<ul>\n<li><span style=\"font-weight: 400;\"><strong>X\u00e2y d\u1ef1ng m\u1ea1ng l\u01b0\u1edbi m\u1ed1i quan h\u1ec7<\/strong>: Tham d\u1ef1 c\u00e1c s\u1ef1 ki\u1ec7n, h\u1ed9i th\u1ea3o v\u00e0 g\u1eb7p g\u1ee1 trong ng\u00e0nh \u0111\u1ec3 k\u1ebft n\u1ed1i v\u1edbi c\u00e1c chuy\u00ean gia kh\u00e1c trong l\u0129nh v\u1ef1c Data Analyst. M\u1ea1ng l\u01b0\u1edbi n\u00e0y c\u00f3 th\u1ec3 m\u1edf ra c\u01a1 h\u1ed9i h\u1ecdc t\u1eadp, h\u1ee3p t\u00e1c v\u00e0 tri\u1ec3n v\u1ecdng vi\u1ec7c l\u00e0m cho b\u1ea1n.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><strong>LinkedIn v\u00e0 C\u1ed9ng \u0111\u1ed3ng tr\u1ef1c tuy\u1ebfn<\/strong>: T\u1ea1o h\u1ed3 s\u01a1 LinkedIn \u0111\u1ec3 th\u1ec3 hi\u1ec7n k\u1ef9 n\u0103ng c\u1ee7a b\u1ea1n v\u00e0 k\u1ebft n\u1ed1i v\u1edbi c\u00e1c nh\u00e0 tuy\u1ec3n d\u1ee5ng ti\u1ec1m n\u0103ng. Ngo\u00e0i ra b\u1ea1n c\u0169ng n\u00ean tham gia v\u00e0o c\u00e1c di\u1ec5n \u0111\u00e0n v\u00e0 c\u1ed9ng \u0111\u1ed3ng tr\u1ef1c tuy\u1ebfn li\u00ean quan \u0111\u1ebfn Data Analyst \u0111\u1ec3 h\u1ecdc h\u1ecfi t\u1eeb nh\u1eefng ng\u01b0\u1eddi c\u00f3 kinh nghi\u1ec7m.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><strong>C\u1eadp nh\u1eadt li\u00ean t\u1ee5c c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 c\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1edbi nh\u1ea5t<\/strong>: Do s\u1ef1 ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng \u1edf l\u0129nh v\u1ef1c ph\u00e2n t\u00edch d\u1eef li\u1ec7u, c\u00f4ng ty t\u01b0 v\u1ea5n McKinsey &amp; Co. d\u1ef1 \u0111o\u00e1n r\u1eb1ng nhu c\u1ea7u v\u1ec1 Data Analyst c\u1ee7a th\u1ecb tr\u01b0\u1eddng tuy\u1ec3n d\u1ee5ng c\u00f3 th\u1ec3 t\u0103ng kho\u1ea3ng 50-60% trong nh\u1eefng n\u0103m t\u1edbi. C\u00e1c Data Analyst s\u1ebd c\u00f3 nhi\u1ec1u c\u01a1 h\u1ed9i c\u00f4ng vi\u1ec7c h\u01a1n trong l\u0129nh v\u1ef1c n\u00e0y b\u1eb1ng c\u00e1ch c\u1eadp nh\u1eadt li\u00ean t\u1ee5c c\u00e1c c\u00f4ng c\u1ee5, c\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u1edbi nh\u1ea5t v\u00e0 ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng th\u00f4ng qua c\u00e1c d\u1ef1 \u00e1n ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 kinh nghi\u1ec7m th\u1ef1c t\u1ebf.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Cac_khoa_hoc_Data_Analyst_tham_khao\"><\/span><b>C\u00e1c kh\u00f3a h\u1ecdc Data Analyst tham kh\u1ea3o<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><a href=\"https:\/\/www.coursera.org\/professional-certificates\/google-data-analytics\" target=\"_blank\" rel=\"noopener\"><b> Kh\u00f3a h\u1ecdc: Google Data Analytics Professional Certificate<\/b><\/a><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">N\u1ed9i dung: Kh\u00f3a h\u1ecdc cung c\u1ea5p gi\u1edbi thi\u1ec7u to\u00e0n di\u1ec7n v\u1ec1 ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong v\u00f2ng 6 th\u00e1ng, t\u1eadp trung v\u00e0o vi\u1ec7c l\u00e0m s\u1ea1ch, tr\u1ef1c quan h\u00f3a v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, c\u00f9ng v\u1edbi s\u1eed d\u1ee5ng b\u1ea3ng t\u00ednh, SQL v\u00e0 ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh R.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Th\u1eddi gian h\u1ecdc: 6 th\u00e1ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u1ea5p b\u1eb1ng: C\u00f3 ch\u1ee9ng ch\u1ec9.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Chi ph\u00ed: $49 m\u1ed7i th\u00e1ng khi \u0111\u0103ng k\u00fd tr\u00ean Coursera.<\/span><\/li>\n<\/ul>\n<h3><b><a href=\"https:\/\/www.coursera.org\/professional-certificates\/ibm-data-analyst\" target=\"_blank\" rel=\"noopener\">Kh\u00f3a h\u1ecdc: IBM Data Analyst Professional Certificate<\/a><\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">N\u1ed9i dung: Bao g\u1ed3m t\u00e1m kh\u00f3a h\u1ecdc, m\u1ea5t kho\u1ea3ng 11 th\u00e1ng \u0111\u1ec3 ho\u00e0n th\u00e0nh, gi\u00fap h\u1ecdc vi\u00ean ph\u00e1t tri\u1ec3n ki\u1ebfn th\u1ee9c l\u00e0m vi\u1ec7c v\u1ec1 Python, SQL, Excel, v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1eb1ng IBM Cognos analytics v\u00e0 c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh kh\u00e1c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Th\u1eddi gian h\u1ecdc: Kho\u1ea3ng 11 th\u00e1ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u1ea5p b\u1eb1ng: C\u00f3 ch\u1ee9ng ch\u1ec9.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Chi ph\u00ed: $49 m\u1ed7i th\u00e1ng khi \u0111\u0103ng k\u00fd tr\u00ean Coursera.<\/span><\/li>\n<\/ul>\n<h3><a href=\"https:\/\/www.udemy.com\/course\/exam-da-100-a-complete-guide-on-acing-the-exam-with-powerbi\/\" target=\"_blank\" rel=\"noopener\"><b> Kh\u00f3a h\u1ecdc: Microsoft Certified: Power BI Data Analyst Associate<\/b><\/a><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">N\u1ed9i dung: Kh\u00f3a h\u1ecdc t\u1eadp trung v\u00e0o vi\u1ec7c l\u00e0m vi\u1ec7c v\u1edbi Power BI &#8211; m\u1ed9t ph\u1ea7n m\u1ec1m t\u01b0\u01a1ng t\u00e1c gi\u00fap tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 th\u00f4ng tin kinh doanh. \u0110\u00e2y l\u00e0 m\u1ed9t kh\u00f3a h\u1ecdc d\u00e0nh cho nh\u1eefng chuy\u00ean gia \u0111\u00e3 c\u00f3 hi\u1ec3u bi\u1ebft v\u1ec1 quy tr\u00ecnh v\u00e0 c\u01a1 s\u1edf d\u1eef li\u1ec7u.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Th\u1eddi gian h\u1ecdc: T\u00f9y thu\u1ed9c v\u00e0o t\u1ed1c \u0111\u1ed9 h\u1ecdc c\u1ee7a m\u1ed7i h\u1ecdc vi\u00ean v\u00e0 ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc m\u00e0 h\u1ecd ch\u1ecdn. Tuy nhi\u00ean, th\u01b0\u1eddng th\u00ec vi\u1ec7c ho\u00e0n th\u00e0nh kh\u00f3a h\u1ecdc n\u00e0y c\u00f3 th\u1ec3 m\u1ea5t t\u1eeb v\u00e0i th\u00e1ng \u0111\u1ebfn m\u1ed9t n\u0103m.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u1ea5p b\u1eb1ng: C\u00f3 ch\u1ee9ng ch\u1ec9. \u0110\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c ch\u1ee9ng ch\u1ec9 n\u00e0y, b\u1ea1n c\u1ea7n \u0111\u1ea1t \u0111i\u1ec3m qua m\u00f4n thi PL-300: Microsoft Power BI Data Analyst l\u00e0 700\/1000 \u0111i\u1ec3m.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Chi ph\u00ed: C\u00f3 c\u00e1c kh\u00f3a h\u1ecdc t\u1ef1 h\u1ecdc mi\u1ec5n ph\u00ed v\u00e0 l\u1edbp h\u1ecdc c\u00f3 h\u01b0\u1edbng d\u1eabn. Ph\u00ed thi l\u00e0 $165.<\/span><\/li>\n<\/ul>\n<h3><a href=\"https:\/\/aws.amazon.com\/certification\/certified-data-analytics-specialty\/\" target=\"_blank\" rel=\"noopener\"><b> Kh\u00f3a h\u1ecdc: AWS Certified Data Analytics<\/b><\/a><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">N\u1ed9i dung: Kh\u00f3a h\u1ecdc t\u1eadp trung v\u00e0o vi\u1ec7c thi\u1ebft k\u1ebf, x\u00e2y d\u1ef1ng v\u00e0 duy tr\u00ec c\u00e1c gi\u1ea3i ph\u00e1p ph\u00e2n t\u00edch s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 Amazon Web Services (AWS). Tuy nhi\u00ean, n\u00f3 \u0111\u01b0\u1ee3c khuy\u1ebfn kh\u00edch cho nh\u1eefng h\u1ecdc vi\u00ean c\u00f3 \u00edt nh\u1ea5t 5 n\u0103m kinh nghi\u1ec7m trong l\u0129nh v\u1ef1c Data Analyst v\u00e0 2 n\u0103m kinh nghi\u1ec7m th\u1ef1c ti\u1ec5n v\u1edbi AWS.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Th\u1eddi gian h\u1ecdc: T\u00f9y thu\u1ed9c v\u00e0o t\u1ed1c \u0111\u1ed9 h\u1ecdc c\u1ee7a m\u1ed7i h\u1ecdc vi\u00ean v\u00e0 ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u1ea5p b\u1eb1ng: C\u00f3 ch\u1ee9ng ch\u1ec9 n\u1ebfu b\u1ea1n v\u01b0\u1ee3t qua k\u1ef3 thi ch\u1ee9ng ch\u1ec9 Amazon DAS-01<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Chi ph\u00ed: Ph\u00ed thi ch\u1ee9ng ch\u1ec9 l\u00e0 $300.<\/span><\/li>\n<\/ul>\n<h3><a href=\"https:\/\/www.coursera.org\/professional-certificates\/sas-statistical-business-analyst\" target=\"_blank\" rel=\"noopener\"><b> Kh\u00f3a h\u1ecdc: SAS Statistical Business Analyst Professional Certificate<\/b><\/a><\/h3>\n<p><span style=\"font-weight: 400;\">N\u1ed9i dung: Kh\u00f3a h\u1ecdc t\u1eadp trung v\u00e0o vi\u1ec7c n\u00e2ng cao kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n v\u00e0 m\u00f4 h\u00ecnh th\u1ed1ng k\u00ea cho c\u00e1c nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong m\u00f4i tr\u01b0\u1eddng chuy\u00ean nghi\u1ec7p. Y\u00eau c\u1ea7u h\u1ecdc vi\u00ean c\u00f3 ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n v\u1ec1 l\u1eadp tr\u00ecnh SAS tr\u01b0\u1edbc khi tham gia.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Th\u1eddi gian h\u1ecdc: Kho\u1ea3ng ba th\u00e1ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u1ea5p b\u1eb1ng: C\u00f3 ch\u1ee9ng ch\u1ec9.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Chi ph\u00ed: $49 m\u1ed7i th\u00e1ng khi \u0111\u0103ng k\u00fd tr\u00ean Coursera.<\/span><\/li>\n<\/ul>\n<h3><a href=\"https:\/\/www.udemy.com\/course\/comptia-data-plus-certification-course\/\" target=\"_blank\" rel=\"noopener\"><b> Kh\u00f3a h\u1ecdc: Ch\u1ee9ng ch\u1ec9 CompTIA Data Analytics Plus<\/b><\/a><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">N\u1ed9i dung: Kh\u00f3a h\u1ecdc n\u00e0y t\u1eadp trung v\u00e0o khai th\u00e1c d\u1eef li\u1ec7u, x\u1eed l\u00fd, tr\u1ef1c quan h\u00f3a v\u00e0 b\u00e1o c\u00e1o d\u1eef li\u1ec7u. Ng\u01b0\u1eddi h\u1ecdc \u0111\u01b0\u1ee3c khuy\u1ebfn ngh\u1ecb c\u00f3 18 &#8211; 24 th\u00e1ng kinh nghi\u1ec7m l\u00e0m vi\u1ec7c trong ng\u00e0nh Data Analyst tr\u01b0\u1edbc khi tham gia kh\u00f3a h\u1ecdc.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u1ea5p b\u1eb1ng: C\u00f3 ch\u1ee9ng ch\u1ec9. \u0110\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c ch\u1ee9ng ch\u1ec9, b\u1ea1n c\u1ea7n thi qua m\u1ed9t b\u00e0i ki\u1ec3m tra 90 c\u00e2u h\u1ecfi v\u1edbi \u0111i\u1ec3m s\u1ed1 t\u1ed1i thi\u1ec3u l\u00e0 675\/900.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Chi ph\u00ed: Chi ph\u00ed thi l\u00e0 $239<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Cac_cau_hoi_thuong_gap_ve_hoc_Data_Analyst\"><\/span><b> C\u00e1c c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 h\u1ecdc Data Analyst<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><b> G\u1ee3i \u00fd s\u00e1ch h\u1ecdc Data Analyst cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u?<\/b><\/h3>\n<ul>\n<li><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.amazon.com\/Data-Science-Scratch-Principles-Python\/dp\/149190142X\" target=\"_blank\" rel=\"noopener\"><strong>Data Science from Scratch<\/strong><\/a> c\u1ee7a Joel Grus: L\u1ef1a ch\u1ecdn tuy\u1ec7t v\u1eddi cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u h\u1ecdc Data Analyst. Cu\u1ed1n s\u00e1ch t\u1eadp trung v\u00e0o gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 th\u1ef1c t\u1ebf trong khoa h\u1ecdc d\u1eef li\u1ec7u, \u0111\u1ed3ng th\u1eddi gi\u1edbi thi\u1ec7u nh\u1eefng kh\u00e1i ni\u1ec7m quan tr\u1ecdng nh\u1ea5t trong l\u0129nh v\u1ef1c n\u00e0y b\u1eb1ng c\u00e1ch th\u1ef1c hi\u1ec7n c\u00e1c gi\u1ea3i ph\u00e1p t\u1eeb \u0111\u1ea7u, k\u1ebft h\u1ee3p gi\u1eefa th\u1ed1ng k\u00ea v\u00e0 l\u1eadp tr\u00ecnh.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.amazon.com\/Python-Data-Science-Handbook-Essential\/dp\/1491912057\" target=\"_blank\" rel=\"noopener\"><strong>Python Data Science Handbook<\/strong><\/a> c\u1ee7a Jake VanderPlas: Cung c\u1ea5p h\u01b0\u1edbng d\u1eabn t\u1eebng b\u01b0\u1edbc v\u1ec1 vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ph\u1ed5 bi\u1ebfn nh\u1ea5t trong h\u1ec7 sinh th\u00e1i Python cho khoa h\u1ecdc d\u1eef li\u1ec7u. T\u1eeb khi ph\u00e1t h\u00e0nh n\u0103m 2016, n\u00f3 \u0111\u00e3 tr\u1edf th\u00e0nh t\u00e0i li\u1ec7u tham kh\u1ea3o quan tr\u1ecdng cho t\u00ednh to\u00e1n khoa h\u1ecdc b\u1eb1ng Python.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.amazon.com\/Data-Science-Transform-Visualize-Model\/dp\/1491910399\" target=\"_blank\" rel=\"noopener\"><strong>R for Data Science: Import, Tidy, Transform, Visualize, and Model Data<\/strong><\/a> c\u1ee7a Garrett Grolemund v\u00e0 Hadley Wickham: Quy\u1ec3n s\u00e1ch n\u00e0y gi\u00fap \u0111\u1ed9c gi\u1ea3 l\u00e0m quen v\u1edbi d\u1eef li\u1ec7u th\u00f4ng qua ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh \u0111a n\u0103ng R v\u00e0 RStudio.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.amazon.com\/Think-Stats-Allen-B-Downey\/dp\/1449307116\" target=\"_blank\" rel=\"noopener\"><strong>Think Stats<\/strong><\/a> c\u1ee7a Allen B. Downey: Gi\u1edbi thi\u1ec7u v\u1ec1 X\u00e1c su\u1ea5t v\u00e0 Th\u1ed1ng k\u00ea cho nh\u1eefng l\u1eadp tr\u00ecnh vi\u00ean s\u1eed d\u1ee5ng Python. Cu\u1ed1n s\u00e1ch n\u00e0y cung c\u1ea5p c\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1ed1ng k\u00ea kh\u00e1c nhau \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng trong c\u00e1c b\u01b0\u1edbc kh\u00e1c nhau c\u1ee7a qu\u00e1 tr\u00ecnh l\u00e0m vi\u1ec7c trong l\u0129nh v\u1ef1c khoa h\u1ecdc d\u1eef li\u1ec7u.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.amazon.com\/Practical-Statistics-Data-Scientists-Essential\/dp\/149207294X\" target=\"_blank\" rel=\"noopener\"><strong>Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python<\/strong><\/a> c\u1ee7a Peter Bruce, Andrew Bruce, v\u00e0 Peter Gedeck: Cung c\u1ea5p h\u01b0\u1edbng d\u1eabn th\u1ef1c t\u1ebf v\u1ec1 vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1ed1ng k\u00ea trong khoa h\u1ecdc d\u1eef li\u1ec7u. Cu\u1ed1n s\u00e1ch t\u1eadp trung v\u00e0o c\u00e1ch tr\u00e1nh s\u1eed d\u1ee5ng sai l\u1ec7ch th\u1ed1ng k\u00ea trong lu\u1ed3ng c\u00f4ng vi\u1ec7c khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 cung c\u1ea5p l\u1eddi khuy\u00ean chi\u1ebfn l\u01b0\u1ee3c v\u1ec1 c\u00e1c k\u1ef9 thu\u1eadt th\u1ed1ng k\u00ea \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng ph\u1ed5 bi\u1ebfn nh\u1ea5t.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.amazon.com\/Introduction-Statistical-Learning-Applications-Statistics\/dp\/1461471370\" target=\"_blank\" rel=\"noopener\"><strong>An Introduction to Statistical Learning<\/strong><\/a> c\u1ee7a Gareth James: Cung c\u1ea5p m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn d\u1ec5 d\u00e0ng v\u00e0 \u00edt t\u00ednh k\u1ef9 thu\u1eadt h\u01a1n v\u1ec1 c\u00e1c ch\u1ee7 \u0111\u1ec1 ch\u00ednh trong H\u1ecdc m\u00e1y th\u1ed1ng k\u00ea. Cu\u1ed1n s\u00e1ch n\u00e0y c\u00f3 2 quy\u1ec3n (\u1ee8ng d\u1ee5ng trong R\/ \u1ee8ng d\u1ee5ng trong Python) ph\u00f9 h\u1ee3p cho nh\u1eefng ai mong mu\u1ed1n s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 hi\u1ec7n \u0111\u1ea1i \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.amazon.com\/Storytelling-Data-Visualization-Business-Professionals\/dp\/1119002257\" target=\"_blank\" rel=\"noopener\"><strong>Storytelling with Data: A Data Visualization Guide for Business Professionals<\/strong><\/a> c\u1ee7a Cole Nussbaumer Knaflic l\u00e0 cu\u1ed1n s\u00e1ch h\u01b0\u1edbng d\u1eabn v\u1ec1 c\u00e1ch s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u1ec3 k\u1ec3 chuy\u1ec7n v\u00e0 tr\u1ef1c quan h\u00f3a th\u00f4ng tin trong m\u00f4i tr\u01b0\u1eddng kinh doanh.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Ngo\u00e0i ra, b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o th\u00eam m\u1ed9t s\u1ed1 t\u00e0i li\u1ec7u t\u1ef1 h\u1ecdc Data Analyst kh\u00e1c nh\u01b0:<\/span><\/p>\n<p><b>Blogs:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/towardsdatascience.com\/\" target=\"_blank\" rel=\"noopener\"><strong>Towards Data Science<\/strong><\/a>: Bao g\u1ed3m c\u00e1c b\u00e0i vi\u1ebft v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u bao g\u1ed3m nhi\u1ec1u ch\u1ee7 \u0111\u1ec1 kh\u00e1c nhau \u0111\u01b0\u1ee3c vi\u1ebft b\u1edfi c\u00e1c chuy\u00ean gia trong l\u0129nh v\u1ef1c Data.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.kdnuggets.com\/\" target=\"_blank\" rel=\"noopener\"><strong>KDnuggets<\/strong><\/a>: Blog n\u00e0y l\u00e0 t\u00e0i nguy\u00ean h\u00e0ng \u0111\u1ea7u v\u1ec1 AI, ph\u00e2n t\u00edch, d\u1eef li\u1ec7u l\u1edbn, khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 h\u1ecdc m\u00e1y, cung c\u1ea5p tin t\u1ee9c, h\u01b0\u1edbng d\u1eabn, v.v.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.analyticsvidhya.com\/\" target=\"_blank\" rel=\"noopener\"><strong>Analytics Vidhya<\/strong><\/a>: Blog t\u1eadp trung v\u00e0o khoa h\u1ecdc d\u1eef li\u1ec7u, c\u00f4ng ngh\u1ec7 m\u00e1y h\u1ecdc v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, v\u1edbi s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a c\u00e1c b\u00e0i vi\u1ebft th\u00f4ng tin v\u00e0 h\u01b0\u1edbng d\u1eabn.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.datasciencecentral.com\/\" target=\"_blank\" rel=\"noopener\"><strong>Data Science Central<\/strong><\/a>: M\u1ed9t trang c\u1ed9ng \u0111\u1ed3ng d\u00e0nh cho c\u00e1c chuy\u00ean gia v\u1ec1 Big Data v\u00e0 Data Science, n\u00f3 ch\u1ee9a c\u00e1c blog, di\u1ec5n \u0111\u00e0n, webinar v\u00e0 t\u00e0i nguy\u00ean cho c\u1ed9ng \u0111\u1ed3ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/span><\/li>\n<\/ul>\n<p><b>Podcasts:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/dataskeptic.com\/\" target=\"_blank\" rel=\"noopener\"><strong>Data Skeptic<\/strong><\/a>: Podcast n\u00e0y gi\u1ea3i th\u00edch c\u00e1c kh\u00e1i ni\u1ec7m cao c\u1ea5p v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch d\u1ec5 hi\u1ec3u \u0111\u1ed1i v\u1edbi b\u1ea5t c\u1ee9 ai.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/nssdeviations.com\/\" target=\"_blank\" rel=\"noopener\"><strong>Not So Standard Deviations<\/strong><\/a>: M\u1ed9t podcast kh\u00e1m ph\u00e1 c\u00f4ng vi\u1ec7c c\u1ee7a c\u00e1c Data Scientists.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><a href=\"http:\/\/lineardigressions.com\/\" target=\"_blank\" rel=\"noopener\"><strong>Linear Digressions<\/strong><\/a>: Tuy \u0111\u00e3 &#8220;ngh\u1ec9 h\u01b0u&#8221; t\u1eeb 2020, k\u00eanh podcase n\u00e0y v\u1eabn l\u01b0u tr\u1eef nh\u1eefng podcast thu\u1ed9c ch\u1ee7 \u0111\u1ec1 M\u00e1y h\u1ecdc v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u d\u1ec5 hi\u1ec3u, d\u1ec5 ti\u1ebfp c\u1eadn v\u1edbi nh\u1eefng ng\u01b0\u1eddi kh\u00f4ng chuy\u00ean.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.youtube.com\/playlist?list=PLjgj6kdf_snbWS6Ltl66CIIBNqVnOL_NR\" target=\"_blank\" rel=\"noopener\"><strong>DataFramed<\/strong><\/a>: Kh\u00e1m ph\u00e1 xem khoa h\u1ecdc d\u1eef li\u1ec7u tr\u00f4ng nh\u01b0 th\u1ebf n\u00e0o trong th\u1ef1c t\u1ebf v\u00e0 t\u00ecm hi\u1ec3u c\u00e1c v\u1ea5n \u0111\u1ec1 m\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u c\u00f3 th\u1ec3 gi\u1ea3i quy\u1ebft.<\/span><\/li>\n<\/ul>\n<h3><b> H\u1ecdc Data Analyst c\u00f3 c\u1ea7n h\u1ecdc to\u00e1n h\u1ecdc kh\u00f4ng?<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">C\u00e1c v\u1ecb tr\u00ed trong l\u0129nh v\u1ef1c Data Analyst and Data Engineering th\u01b0\u1eddng kh\u00f4ng c\u1ea7n n\u1ec1n t\u1ea3ng to\u00e1n h\u1ecdc qu\u00e1 r\u1ed9ng b\u1edfi Data Analyst y\u00eau c\u1ea7u ki\u1ebfn th\u1ee9c x\u00e1c su\u1ea5t v\u00e0 th\u1ed1ng k\u00ea cao h\u01a1n.<\/span><\/p>\n<h3><b> H\u1ecdc Data Analyst c\u00f3 c\u1ea7n h\u1ecdc l\u1eadp tr\u00ecnh kh\u00f4ng?<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u0110\u1ed1i v\u1edbi c\u00e1c v\u1ecb tr\u00ed Data Analyst ch\u01b0a c\u00f3 nhi\u1ec1u kinh nghi\u1ec7m, b\u1ea1n kh\u00f4ng c\u1ea7n bi\u1ebft l\u1eadp tr\u00ecnh. Tuy nhi\u00ean, vi\u1ec7c h\u1ecdc c\u01a1 b\u1ea3n Python ho\u1eb7c R c\u00f3 th\u1ec3 gi\u00fap b\u1ea1n n\u1ed5i b\u1eadt h\u01a1n khi n\u1ed9p \u0111\u01a1n \u1ee9ng tuy\u1ec3n cho c\u00e1c nh\u00e0 tuy\u1ec3n d\u1ee5ng. Nh\u01b0ng n\u1ebfu mu\u1ed1n chuy\u1ec3n h\u01b0\u1edbng v\u00e0 theo \u0111u\u1ed5i c\u00e1c v\u1ecb tr\u00ed Data Engineer v\u00e0 Data Scientist trong t\u01b0\u01a1ng lai th\u00ec c\u1ea7n ph\u1ea3i trang b\u1ecb k\u1ef9 n\u0103ng n\u00e0y.<\/span><\/p>\n<blockquote><p><em>\u0110\u1ecdc th\u00eam: <a href=\"https:\/\/itviec.com\/blog\/data-analyst-vs-data-scientist\/\" target=\"_blank\" rel=\"noopener\"><strong>Data Analyst vs Data Scientist: 4 y\u1ebfu t\u1ed1 kh\u00e1c bi\u1ec7t ch\u00ednh<\/strong><\/a><\/em><\/p><\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"Tong_ket_hoc_Data_Analyst\"><\/span><b>T\u1ed5ng k\u1ebft h\u1ecdc Data Analyst<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">ITviec tin t\u01b0\u1edfng r\u1eb1ng s\u1ef1 \u0111\u1ea7u t\u01b0 v\u00e0o ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng c\u1ee7a b\u1ea1n s\u1ebd l\u00e0 ch\u00eca kh\u00f3a gi\u00fap b\u1ea1n ph\u00e1t tri\u1ec3n kh\u00f4ng ng\u1eebng v\u00e0 m\u1edf ra c\u00e1nh c\u1eeda \u0111\u1ebfn v\u1edbi nhi\u1ec1u c\u01a1 h\u1ed9i tuy\u1ec7t v\u1eddi trong l\u0129nh v\u1ef1c \u0111\u1ea7y ti\u1ec1m n\u0103ng n\u00e0y. Ch\u00fac b\u1ea1n th\u00e0nh c\u00f4ng tr\u00ean con \u0111\u01b0\u1eddng chinh ph\u1ee5c s\u1ef1 nghi\u1ec7p Data Analyst!<\/span><\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" class=\"sp-no-webp wp-image-5668 aligncenter sp-no-webp entered lazyloaded\" src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2.png\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2-200x200.png 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2-60x60.png 60w\" alt=\"robby-2\" width=\"300\" height=\"300\" data-lazy-src=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2.png\" data-lazy-sizes=\"(max-width: 300px) 100vw, 300px\" data-lazy-srcset=\"https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2.png 300w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2-200x200.png 200w, https:\/\/itviec.com\/blog\/wp-content\/uploads\/2015\/07\/Robby2-60x60.png 60w\" data-ll-status=\"loaded\" \/><\/figure>\n<\/div>\n<p id=\"block-bdf220a1-3635-4794-9101-81d879939b92\" class=\"has-text-align-center\" style=\"text-align: center;\"><strong>B\u1ea1n th\u1ea5y b\u00e0i vi\u1ebft hay v\u00e0 h\u1eefu \u00edch? \u0110\u1eebng ng\u1ea1i Share v\u1edbi b\u1ea1n b\u00e8 v\u00e0 \u0111\u1ed3ng nghi\u1ec7p nh\u00e9.<\/strong><\/p>\n<p id=\"block-a1315aab-406f-48df-97fc-6b9584e6e134\" class=\"has-text-align-center\" style=\"text-align: center;\"><strong>V\u00e0 nhanh tay tham kh\u1ea3o\u00a0<a href=\"http:\/\/itviec.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">vi\u1ec7c l\u00e0m IT<\/a>\u00a0\u201cch\u1ea5t\u201d tr\u00ean ITviec<\/strong>!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>N\u1ebfu b\u1ea1n \u0111ang quan t\u00e2m v\u00e0 mu\u1ed1n h\u1ecdc h\u1ecfi \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst, th\u00ec b\u00e0i vi\u1ebft n\u00e0y l\u00e0 d\u00e0nh cho b\u1ea1n. H\u00e3y c\u00f9ng ITviec kh\u00e1m ph\u00e1 l\u1ed9 tr\u00ecnh h\u1ecdc Data Analyst to\u00e0n di\u1ec7n c\u00f9ng m\u1ed9t s\u1ed1 kh\u00f3a h\u1ecdc Data Analyst v\u00e0 t\u00e0i li\u1ec7u t\u1ef1 h\u1ecdc Data Analyst h\u1eefu \u00edch \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3 b\u1eaft [&hellip;]<\/p>\n","protected":false},"author":204,"featured_media":67943,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"","footnotes":""},"categories":[10353,94],"tags":[],"class_list":["post-67876","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-data","category-su-nghiep-it"],"blocksy_meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.8 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>H\u1ecdc Data Analyst 2024: L\u1ed9 tr\u00ecnh h\u1ecdc v\u00e0 Kh\u00f3a h\u1ecdc Data Analyst - ITviec Blog<\/title>\n<meta name=\"description\" content=\"B\u00e0i vi\u1ebft bao g\u1ed3m l\u1ed9 tr\u00ecnh h\u1ecdc Data Analyst to\u00e0n di\u1ec7n c\u00f9ng m\u1ed9t s\u1ed1 kh\u00f3a h\u1ecdc Data Analyst v\u00e0 t\u00e0i li\u1ec7u h\u1eefu \u00edch d\u00e0nh cho Data Analyst.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/itviec.com\/blog\/hoc-data-analyst\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"H\u1ecdc Data Analyst: L\u1ed9 tr\u00ecnh h\u1ecdc Data Analyst v\u00e0 G\u1ee3i \u00fd kh\u00f3a h\u1ecdc Data Analyst\" \/>\n<meta property=\"og:description\" content=\"N\u1ebfu b\u1ea1n \u0111ang quan t\u00e2m v\u00e0 mu\u1ed1n h\u1ecdc h\u1ecfi \u0111\u1ec3 tr\u1edf th\u00e0nh Data Analyst, th\u00ec b\u00e0i vi\u1ebft n\u00e0y l\u00e0 d\u00e0nh cho b\u1ea1n. 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