{"id":26370,"date":"2026-08-28T14:27:00","date_gmt":"2026-08-28T07:27:00","guid":{"rendered":"https:\/\/gcloudvn.com\/?p=26370"},"modified":"2026-08-28T14:27:00","modified_gmt":"2026-08-28T07:27:00","slug":"huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau","status":"publish","type":"post","link":"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/","title":{"rendered":"H\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng BigQuery chi ti\u1ebft cho ng\u01b0\u1eddi m\u1edbi b\u1eaft \u0111\u1ea7u"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u1ee7a doanh nghi\u1ec7p ng\u00e0y c\u00e0ng gia t\u0103ng nhanh ch\u00f3ng, vi\u1ec7c ph\u00e2n t\u00edch v\u00e0 khai th\u00e1c ngu\u1ed3n t\u00e0i nguy\u00ean \u0111\u00e3 d\u1ea7n tr\u1edf th\u00e0nh m\u1ed9t y\u1ebfu t\u1ed1 s\u1ed1ng c\u00f2n m\u00e0 doanh nghi\u1ec7p kh\u00f4ng th\u1ec3 b\u1ecf qua. Google BigQuery xu\u1ea5t hi\u1ec7n nh\u01b0 m\u1ed9t kho h\u00e0ng serverless m\u1ea1nh m\u1ebd, gi\u00fap x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 v\u1edbi t\u1ed1c \u0111\u1ed9 v\u01b0\u1ee3t tr\u1ed9i. Tuy nhi\u00ean, \u0111\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi m\u1edbi ti\u1ebfp c\u1eadn, vi\u1ec7c thao t\u00e1c tr\u00ean giao di\u1ec7n Google Cloud Console c\u00f3 th\u1ec3 s\u1ebd kh\u00e1 kh\u00f3 kh\u0103n.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">H\u00e3y c\u00f9ng Gimasys \u0111i s\u00e2u v\u00e0o h\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng BigQuery m\u1ed9t c\u00e1ch chi ti\u1ebft v\u00e0 d\u1ec5 hi\u1ec3u nh\u1ea5t, gi\u00fap doanh nghi\u1ec7p t\u1eebng b\u01b0\u1edbc l\u00e0m quen, t\u1ea1o m\u00f4i tr\u01b0\u1eddng v\u00e0 th\u1ef1c thi c\u00e1c c\u00e2u l\u1ec7nh truy v\u1ea5n d\u1eef li\u1ec7u th\u1ef1c t\u1ebf m\u00e0 kh\u00f4ng c\u1ea7n y\u00eau c\u1ea7u c\u00e1c k\u1ef9 thu\u1eadt l\u1eadp tr\u00ecnh ph\u1ee9c t\u1ea1p.<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_87 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\">Table of contents<\/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:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#Ly_do_doanh_nghiep_nen_lua_chon_Google_BigQuery\" >L\u00fd do doanh nghi\u1ec7p n\u00ean l\u1ef1a ch\u1ecdn Google BigQuery<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#Chuan_bi_va_dang_ky_tai_khoan_trai_nghiem_BigQuery\" >Chu\u1ea9n b\u1ecb v\u00e0 \u0111\u0103ng k\u00fd t\u00e0i kho\u1ea3n tr\u1ea3i nghi\u1ec7m BigQuery<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#1_Dang_ky_cho_ca_nhan\" >1. \u0110\u0103ng k\u00fd cho c\u00e1 nh\u00e2n<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#2_Dang_ky_cho_doanh_nghiep\" >2. \u0110\u0103ng k\u00fd cho doanh nghi\u1ec7p<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#Huong_dan_tung_buoc_su_dung_Bigquery_tren_Google_Cloud_Console\" >H\u01b0\u1edbng d\u1eabn t\u1eebng b\u01b0\u1edbc s\u1eed d\u1ee5ng Bigquery tr\u00ean Google Cloud Console<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#Buoc_1_Truy_cap_vao_giao_dien_BigQuery\" >B\u01b0\u1edbc 1: Truy c\u1eadp v\u00e0o giao di\u1ec7n BigQuery<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#Buoc_2_Truy_van_du_lieu_cong_cong\" >B\u01b0\u1edbc 2: Truy v\u1ea5n d\u1eef li\u1ec7u c\u00f4ng c\u1ed9ng<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#Nap_bo_du_lieu_cong_cong\" >N\u1ea1p b\u1ed9 d\u1eef li\u1ec7u c\u00f4ng c\u1ed9ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#Thuc_thi_cau_lenh_truy_van\" >Th\u1ef1c thi c\u00e2u l\u1ec7nh truy v\u1ea5n<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#Buoc_3_Tao_bo_du_lieu_dataset_va_bang_table_tuy_chinh\" >B\u01b0\u1edbc 3: T\u1ea1o b\u1ed9 d\u1eef li\u1ec7u (dataset) v\u00e0 b\u1ea3ng (table) t\u00f9y ch\u1ec9nh<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#1_Chuan_bi_du_lieu_mau\" >1. Chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u m\u1eabu<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#2_Tao_dataset\" >2. T\u1ea1o dataset<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#3_Tai_du_lieu_vao_bang_moi\" >3. T\u1ea3i d\u1eef li\u1ec7u v\u00e0o b\u1ea3ng m\u1edbi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#Buoc_4_Thuc_hien_truy_van_tren_du_lieu_vua_tai_len\" >B\u01b0\u1edbc 4: Th\u1ef1c hi\u1ec7n truy v\u1ea5n tr\u00ean d\u1eef li\u1ec7u v\u1eeba t\u1ea3i l\u00ean<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#Dong_hanh_cung_Gimasys_trong_lo_trinh_toi_uu_hoa_du_lieu\" >\u0110\u1ed3ng h\u00e0nh c\u00f9ng Gimasys trong l\u1ed9 tr\u00ecnh t\u1ed1i \u01b0u h\u00f3a d\u1eef li\u1ec7u<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/gcloudvn.com\/en\/huong-dan-su-dung-bigquery-chi-tiet-cho-nguoi-moi-bat-dau\/#Ket_luan\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Ly_do_doanh_nghiep_nen_lua_chon_Google_BigQuery\"><\/span><b>L\u00fd do doanh nghi\u1ec7p n\u00ean l\u1ef1a ch\u1ecdn Google BigQuery<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Tr\u01b0\u1edbc khi \u0111i v\u00e0o chi ti\u1ebft c\u00e1c b\u01b0\u1edbc thao t\u00e1c, h\u00e3y c\u00f9ng t\u00ecm hi\u1ec3u t\u1ea1i sao BigQuery l\u1ea1i tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u00e0ng \u0111\u1ea7u \u0111\u01b0\u1ee3c h\u00e0ng ng\u00e0n t\u1ed5 ch\u1ee9c tin d\u00f9ng:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">M\u00f4 h\u00ecnh serverless linh ho\u1ea1t: B\u1ea1n kh\u00f4ng c\u1ea7n ph\u1ea3i b\u1eadn t\u00e2m v\u1ec1 vi\u1ec7c qu\u1ea3n l\u00fd h\u1ea1 t\u1ea7ng, c\u00e0i \u0111\u1eb7t m\u00e1y ch\u1ee7 hay c\u1ea5u h\u00ecnh ph\u1ea7n c\u1ee9ng. Google s\u1ebd t\u1ef1 \u0111\u1ed9ng t\u1ed1i \u01b0u t\u00e0i nguy\u00ean \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o truy v\u1ea5n c\u1ee7a b\u1ea1n ch\u1ea1y m\u01b0\u1ee3t m\u00e0.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd \u1ea5n t\u01b0\u1ee3ng: Nh\u1edd ki\u1ebfn tr\u00fac x\u1eed l\u00fd song song, BigQuery c\u00f3 th\u1ec3 qu\u00e9t v\u00e0 ph\u00e2n t\u00edch h\u00e0ng terabyte d\u1eef li\u1ec7u ch\u1ec9 trong v\u00e0i gi\u00e2y.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u00edch h\u1ee3p d\u1ec5 d\u00e0ng: C\u00f4ng c\u1ee5 n\u00e0y k\u1ebft n\u1ed1i tr\u1ef1c ti\u1ebfp v\u1edbi nhi\u1ec1u d\u1ecbch v\u1ee5 kh\u00e1c trong h\u1ec7 sinh th\u00e1i Google Cloud c\u0169ng nh\u01b0 c\u00e1c gi\u1ea3i ph\u00e1p t\u1eeb b\u00ean th\u1ee9 ba nh\u01b0 Looker Studio, B\u1ea3ng t\u00ednh Google hay c\u00e1c c\u00f4ng c\u1ee5 BI (Business Intelligence).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Chi ph\u00ed t\u1ed1i \u01b0u: M\u00f4 h\u00ecnh chi tr\u1ea3 theo l\u01b0u l\u01b0\u1ee3ng s\u1eed d\u1ee5ng gi\u00fap doanh nghi\u1ec7p ki\u1ec3m so\u00e1t t\u1ed1t ng\u00e2n s\u00e1ch ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng b\u1ecb l\u00e3ng ph\u00ed.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Chuan_bi_va_dang_ky_tai_khoan_trai_nghiem_BigQuery\"><\/span><b>Chu\u1ea9n b\u1ecb v\u00e0 \u0111\u0103ng k\u00fd t\u00e0i kho\u1ea3n tr\u1ea3i nghi\u1ec7m BigQuery<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0110\u1ec3 b\u1eaft \u0111\u1ea7u tr\u1ea3i nghi\u1ec7m Google BigQuery, t\u00f9y thu\u1ed9c v\u00e0o nhu c\u1ea7u h\u1ecdc t\u1eadp hay tri\u1ec3n khai th\u1ef1c t\u1ebf, b\u1ea1n c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn m\u1ed9t trong hai ph\u01b0\u01a1ng th\u1ee9c \u0111\u0103ng k\u00fd t\u00e0i kho\u1ea3n d\u01b0\u1edbi \u0111\u00e2y:<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Dang_ky_cho_ca_nhan\"><\/span><b>1. \u0110\u0103ng k\u00fd cho c\u00e1 nh\u00e2n<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">N\u1ebfu b\u1ea1n l\u00e0 c\u00e1 nh\u00e2n mu\u1ed1n t\u1ef1 h\u1ecdc ho\u1eb7c th\u1ef1c h\u00e0nh nhanh m\u00e0 kh\u00f4ng lo ph\u00e1t sinh chi ph\u00ed, b\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng <\/span><b>m\u00f4i tr\u01b0\u1eddng th\u1eed nghi\u1ec7m t\u1ea1m th\u1eddi <\/b><span style=\"font-weight: 400;\">ho\u1eb7c \u0111\u0103ng k\u00fd g\u00f3i <\/span><b>BigQuery Sandbox (Mi\u1ec5n ph\u00ed ho\u00e0n to\u00e0n)<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><b>C\u00e1ch 1: S\u1eed d\u1ee5ng t\u00e0i kho\u1ea3n th\u1eed nghi\u1ec7m t\u1ea1m th\u1eddi (Labs)<\/b><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tr\u00ecnh duy\u1ec7t:<\/b><span style=\"font-weight: 400;\"> D\u00f9ng Google Chrome \u1edf ch\u1ebf \u0111\u1ed9 \u1ea9n danh \u0111\u1ec3 tr\u00e1nh xung \u0111\u1ed9t v\u1edbi Gmail c\u00e1 nh\u00e2n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Th\u1eddi gian th\u1ef1c hi\u1ec7n:<\/b><span style=\"font-weight: 400;\"> M\u1ed7i phi\u00ean lab th\u01b0\u1eddng c\u00f3 th\u1eddi gian \u0111\u1ebfm ng\u01b0\u1ee3c kho\u1ea3ng 30\u201345 ph\u00fat v\u00e0 kh\u00f4ng th\u1ec3 t\u1ea1m d\u1eebng.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Quy tr\u00ecnh th\u1ef1c hi\u1ec7n:<\/b><\/li>\n<\/ul>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Press <\/span><b>Start Lab<\/b><span style=\"font-weight: 400;\"> \u0111\u1ec3 kh\u1edfi t\u1ea1o m\u00f4i tr\u01b0\u1eddng th\u1ef1c h\u00e0nh.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">H\u1ec7 th\u1ed1ng s\u1ebd c\u1ea5p m\u1ed9t <\/span><i><span style=\"font-weight: 400;\">Username<\/span><\/i><span style=\"font-weight: 400;\"> and <\/span><i><span style=\"font-weight: 400;\">Password<\/span><\/i><span style=\"font-weight: 400;\"> t\u1ea1m th\u1eddi.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Choose <\/span><b>Open Google Cloud Console<\/b><span style=\"font-weight: 400;\"> (m\u1edf trong tab \u1ea9n danh).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nh\u1eadp <\/span><i><span style=\"font-weight: 400;\">Username<\/span><\/i><span style=\"font-weight: 400;\"> and <\/span><i><span style=\"font-weight: 400;\">Password<\/span><\/i><span style=\"font-weight: 400;\"> v\u1eeba \u0111\u01b0\u1ee3c c\u1ea5p (tuy\u1ec7t \u0111\u1ed1i kh\u00f4ng d\u00f9ng Gmail c\u00e1 nh\u00e2n).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ch\u1ea5p nh\u1eadn c\u00e1c \u0111i\u1ec1u kho\u1ea3n s\u1eed d\u1ee5ng \u0111\u1ec3 v\u00e0o giao di\u1ec7n qu\u1ea3n tr\u1ecb.<\/span><\/li>\n<\/ol>\n<p><b>C\u00e1ch 2: \u0110\u0103ng k\u00fd BigQuery Sandbox (D\u00f9ng Gmail c\u00e1 nh\u00e2n)<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Visit<\/span><a href=\"https:\/\/console.cloud.google.com\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">Google Cloud Console<\/span><\/a><span style=\"font-weight: 400;\"> v\u00e0 \u0111\u0103ng nh\u1eadp b\u1eb1ng Gmail c\u1ee7a b\u1ea1n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Truy c\u1eadp tr\u1ef1c ti\u1ebfp v\u00e0o giao di\u1ec7n BigQuery.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"2_Dang_ky_cho_doanh_nghiep\"><\/span><b>2. \u0110\u0103ng k\u00fd cho doanh nghi\u1ec7p<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0110\u1ed1i v\u1edbi doanh nghi\u1ec7p c\u1ea7n x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng kho d\u1eef li\u1ec7u ch\u00ednh th\u1ee9c, qu\u1ea3n l\u00fd ph\u00e2n quy\u1ec1n nh\u00e2n s\u1ef1 v\u00e0 k\u1ebft n\u1ed1i v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng n\u1ed9i b\u1ed9, quy tr\u00ecnh \u0111\u0103ng k\u00fd bao g\u1ed3m c\u00e1c b\u01b0\u1edbc:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Visit<\/span><a href=\"https:\/\/cloud.google.com\/\" target=\"_blank\" rel=\"noopener\"> <span style=\"font-weight: 400;\">Google Cloud Console<\/span><\/a><span style=\"font-weight: 400;\"> and choose <\/span><b>Get started for free<\/b><span style=\"font-weight: 400;\"> (Doanh nghi\u1ec7p m\u1edbi s\u1ebd nh\u1eadn \u0111\u01b0\u1ee3c 300$ t\u00edn d\u1ee5ng tr\u1ea3i nghi\u1ec7m trong 90 ng\u00e0y).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">\u0110\u0103ng nh\u1eadp b\u1eb1ng Email doanh nghi\u1ec7p.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>T\u1ea1o Billing Account (T\u00e0i kho\u1ea3n thanh to\u00e1n):<\/b><span style=\"font-weight: 400;\"> \u0110i\u1ec1n th\u00f4ng tin ph\u00e1p l\u00fd doanh nghi\u1ec7p, \u0111\u1ecba ch\u1ec9 thu\u1ebf v\u00e0 li\u00ean k\u1ebft ph\u01b0\u01a1ng th\u1ee9c thanh to\u00e1n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Kh\u1edfi t\u1ea1o Project:<\/b><span style=\"font-weight: 400;\"> T\u1ea1o d\u1ef1 \u00e1n m\u1edbi \u0111\u1ea1i di\u1ec7n cho t\u1ed5 ch\u1ee9c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>Ph\u00e2n quy\u1ec1n truy c\u1eadp (IAM):<\/b><span style=\"font-weight: 400;\"> C\u1ea5p quy\u1ec1n cho c\u00e1c nh\u00e2n vi\u00ean trong c\u00f4ng ty theo \u0111\u00fang vai tr\u00f2 \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o an to\u00e0n th\u00f4ng tin.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Truy c\u1eadp ph\u00e2n v\u00f9ng BigQuery trong Project v\u1eeba t\u1ea1o \u0111\u1ec3 b\u1eaft \u0111\u1ea7u.<\/span><\/li>\n<\/ol>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/zero-trust-tren-google-cloud-la-gi-huong-dan-toan-dien-cho-doanh-nghiep\/attachment\/anh-2-29\/\" rel=\"attachment wp-att-26296\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26296\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/08\/Anh-2-29.png\" alt=\"\" width=\"2145\" height=\"920\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/08\/Anh-2-29.png 2145w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/08\/Anh-2-29-768x329.png 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/08\/Anh-2-29-1536x659.png 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/08\/Anh-2-29-2048x878.png 2048w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/08\/Anh-2-29-18x8.png 18w\" sizes=\"auto, (max-width: 2145px) 100vw, 2145px\" \/><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Huong_dan_tung_buoc_su_dung_Bigquery_tren_Google_Cloud_Console\"><\/span><b>H\u01b0\u1edbng d\u1eabn t\u1eebng b\u01b0\u1edbc s\u1eed d\u1ee5ng Bigquery tr\u00ean Google Cloud Console<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Sau khi \u0111\u00e3 truy c\u1eadp v\u00e0o h\u1ec7 th\u1ed1ng, ch\u00fang ta s\u1ebd b\u1eaft \u0111\u1ea7u l\u00e0m quen v\u1edbi giao di\u1ec7n v\u00e0 th\u1ef1c h\u00e0nh c\u00e1c thao t\u00e1c t\u1eeb c\u01a1 b\u1ea3n \u0111\u1ebfn n\u00e2ng cao.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Buoc_1_Truy_cap_vao_giao_dien_BigQuery\"><\/span><b>B\u01b0\u1edbc 1: Truy c\u1eadp v\u00e0o giao di\u1ec7n BigQuery<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u1ea1i giao di\u1ec7n Google Cloud Console, nh\u1ea5p v\u00e0o menu (bi\u1ec3u t\u01b0\u1ee3ng 3 d\u1ea5u g\u1ea1ch ngang \u1edf g\u00f3c tr\u00ean b\u00ean tr\u00e1i).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u00ecm v\u00e0 ch\u1ecdn BigQuery.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">M\u00e0n h\u00ecnh ch\u00e0o m\u1eebng Welcome to BigQuery in the Cloud Console xu\u1ea5t hi\u1ec7n, b\u1ea1n ch\u1ec9 c\u1ea7n ch\u1ecdn Done \u0111\u1ec3 b\u1eaft \u0111\u1ea7u.<\/span><\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"Buoc_2_Truy_van_du_lieu_cong_cong\"><\/span><b>B\u01b0\u1edbc 2: Truy v\u1ea5n d\u1eef li\u1ec7u c\u00f4ng c\u1ed9ng<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">BigQuery cung c\u1ea5p s\u1eb5n r\u1ea5t nhi\u1ec1u b\u1ed9 d\u1eef li\u1ec7u c\u00f4ng c\u1ed9ng gi\u00fap ng\u01b0\u1eddi d\u00f9ng d\u1ec5 d\u00e0ng luy\u1ec7n t\u1eadp. Ch\u00fang ta s\u1ebd th\u1eed t\u1eadp c\u00e1ch s\u1eed d\u1ee5ng BigQuery th\u00f4ng qua kh\u00e1m ph\u00e1 b\u1ed9 d\u1eef li\u1ec7u v\u1ec1 <\/span><b>t\u00ean g\u1ecdi ph\u1ed5 bi\u1ebfn t\u1ea1i M\u1ef9.<\/b><\/p>\n<h4><span class=\"ez-toc-section\" id=\"Nap_bo_du_lieu_cong_cong\"><\/span><b>N\u1ea1p b\u1ed9 d\u1eef li\u1ec7u c\u00f4ng c\u1ed9ng<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u1ea1i b\u1ea3ng Explorer b\u00ean tay tr\u00e1i, nh\u1ea5n v\u00e0o n\u00fat + Add Data.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Trong c\u1eeda s\u1ed5 m\u1edf ra, ch\u1ecdn Start a project by name.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nh\u1eadp t\u00ean d\u1ef1 \u00e1n l\u00e0 bigquery-public-data v\u00e0 ch\u1ecdn Start.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u1ef1 \u00e1n n\u00e0y s\u1ebd xu\u1ea5t hi\u1ec7n trong danh s\u00e1ch t\u00e0i nguy\u00ean c\u1ee7a b\u1ea1n. T\u00ecm \u0111\u1ebfn b\u1ed9 d\u1eef li\u1ec7u user_names v\u00e0 m\u1edf b\u1ea3ng t\u01b0\u01a1ng \u1ee9ng.<\/span><\/li>\n<\/ol>\n<h4><span class=\"ez-toc-section\" id=\"Thuc_thi_cau_lenh_truy_van\"><\/span><b>Th\u1ef1c thi c\u00e2u l\u1ec7nh truy v\u1ea5n<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nh\u1ea5p v\u00e0o n\u00fat Query (truy v\u1ea5n) tr\u00ean giao di\u1ec7n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">X\u00f3a \u0111o\u1ea1n m\u00e3 m\u1eb7c \u0111\u1ecbnh trong khung so\u1ea1n th\u1ea3o Query Editor v\u00e0 d\u00e1n \u0111o\u1ea1n m\u00e3 SQL m\u00e0 <\/span><b>b\u1ea1n t\u1ea1o ra li\u00ean quan \u0111\u1ebfn t\u00ean g\u1ecdi ph\u1ed5 bi\u1ebfn t\u1ea1i M\u1ef9<\/b><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ki\u1ec3m tra bi\u1ec3u t\u01b0\u1ee3ng d\u1ea5u t\u00edch m\u00e0u xanh \u1edf g\u00f3c d\u01b0\u1edbi. \u0110\u00e2y l\u00e0 c\u00f4ng c\u1ee5 ki\u1ec3m tra gi\u00fap b\u1ea1n bi\u1ebft c\u00e2u l\u1ec7nh c\u00f3 h\u1ee3p l\u1ec7 hay kh\u00f4ng v\u00e0 \u01b0\u1edbc t\u00ednh dung l\u01b0\u1ee3ng d\u1eef li\u1ec7u s\u1ebd x\u1eed l\u00fd.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nh\u1ea5n Run \u0111\u1ec3 ch\u1ea1y. K\u1ebft qu\u1ea3 s\u1ebd hi\u1ec3n th\u1ecb ngay b\u00ean d\u01b0\u1edbi v\u1edbi c\u00e1c th\u00f4ng tin v\u1ec1 th\u1eddi gian th\u1ef1c thi v\u00e0 danh s\u00e1ch k\u1ebft qu\u1ea3 tr\u1ef1c quan.<\/span><\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"Buoc_3_Tao_bo_du_lieu_dataset_va_bang_table_tuy_chinh\"><\/span><b>B\u01b0\u1edbc 3: T\u1ea1o b\u1ed9 d\u1eef li\u1ec7u (dataset) v\u00e0 b\u1ea3ng (table) t\u00f9y ch\u1ec9nh<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Ngo\u00e0i vi\u1ec7c d\u00f9ng d\u1eef li\u1ec7u c\u00f3 s\u1eb5n, b\u1ea1n ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 t\u1ea3i l\u00ean d\u1eef li\u1ec7u ri\u00eang c\u1ee7a doanh nghi\u1ec7p \u0111\u1ec3 ph\u00e2n t\u00edch.<\/span><\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Chuan_bi_du_lieu_mau\"><\/span><b>1. Chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u m\u1eabu<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u1ea3i v\u1ec1 t\u1eadp tin d\u1eef li\u1ec7u m\u1eabu d\u1ea1ng CSV\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">V\u00ed d\u1ee5: danh s\u00e1ch t\u00ean em b\u00e9 yob2014.txt t\u1eeb c\u01a1 quan b\u1ea3o hi\u1ec3m x\u00e3 h\u1ed9i M\u1ef9).<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Gi\u1ea3i n\u00e9n t\u1eadp tin tr\u00ean m\u00e1y t\u00ednh.<\/span><\/li>\n<\/ul>\n<h4><span class=\"ez-toc-section\" id=\"2_Tao_dataset\"><\/span><b>2. T\u1ea1o dataset<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Dataset l\u00e0 v\u00f9ng ch\u1ee9a gi\u00fap b\u1ea1n qu\u1ea3n l\u00fd c\u00e1c b\u1ea3ng v\u00e0 khung nh\u00ecn (views).<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u1ea1i b\u1ea3ng Explorer, nh\u1ea5p v\u00e0o bi\u1ec3u t\u01b0\u1ee3ng ba d\u1ea5u ch\u1ea5m (View actions) b\u00ean c\u1ea1nh Project ID c\u1ee7a b\u1ea1n v\u00e0 ch\u1ecdn Create dataset.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u1ea1i \u00f4 Dataset ID, nh\u1eadp babynames.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">V\u1ecb tr\u00ed d\u1eef li\u1ec7u (Data location), gi\u1eef nguy\u00ean theo c\u1ea5u h\u00ecnh m\u1eb7c \u0111\u1ecbnh \u0111\u1ec3 t\u1ed1i \u01b0u l\u01b0u tr\u1eef.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nh\u1ea5n Create dataset \u1edf cu\u1ed1i b\u1ea3ng.<\/span><\/li>\n<\/ol>\n<h4><span class=\"ez-toc-section\" id=\"3_Tai_du_lieu_vao_bang_moi\"><\/span><b>3. T\u1ea3i d\u1eef li\u1ec7u v\u00e0o b\u1ea3ng m\u1edbi<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nh\u1ea5p v\u00e0o bi\u1ec3u t\u01b0\u1ee3ng ba d\u1ea5u ch\u1ea5m b\u00ean c\u1ea1nh Dataset babynames v\u1eeba t\u1ea1o, ch\u1ecdn Open r\u1ed3i nh\u1ea5n Create table.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u1ea1i m\u1ee5c Create table from, ch\u1ecdn Upload.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nh\u1ea5p Browse v\u00e0 ch\u1ecdn t\u1eadp tin m\u00e0 b\u1ea1n mu\u1ed1n s\u1eed d\u1ee5ng tr\u00ean m\u00e1y t\u00ednh c\u1ee7a b\u1ea1n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0110\u1ecbnh d\u1ea1ng t\u1eadp tin (File format): Ch\u1ecdn CSV.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0110\u1eb7t t\u00ean b\u1ea3ng (Table name): t\u00f9y \u00fd.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u1ea1i ph\u1ea7n c\u1ea5u tr\u00fac (Schema), b\u1eadt t\u00f9y ch\u1ecdn Edit as text v\u00e0 c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng \u0111\u1ecbnh ngh\u0129a sau l\u00e0m m\u1eabu: <\/span>name:string,gender:string,count:integer<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Nh\u1ea5n Create table v\u00e0 ch\u1edd trong gi\u00e2y l\u00e1t \u0111\u1ec3 h\u1ec7 th\u1ed1ng x\u1eed l\u00fd.<\/li>\n<\/ol>\n<h4><span class=\"ez-toc-section\" id=\"Buoc_4_Thuc_hien_truy_van_tren_du_lieu_vua_tai_len\"><\/span><b>B\u01b0\u1edbc 4: Th\u1ef1c hi\u1ec7n truy v\u1ea5n tr\u00ean d\u1eef li\u1ec7u v\u1eeba t\u1ea3i l\u00ean<\/b><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">B\u00e2y gi\u1edd b\u1ea1n \u0111\u00e3 c\u00f3 th\u1ec3 truy v\u1ea5n tr\u1ef1c ti\u1ebfp tr\u00ean b\u1ea3ng d\u1eef li\u1ec7u c\u00e1 nh\u00e2n v\u1eeba t\u1ea1o.<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">M\u1edf c\u1eeda s\u1ed5 Query Editor m\u1edbi.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">D\u00e1n \u0111o\u1ea1n truy v\u1ea5n tr\u00ean v\u00e0o khung l\u00e0m vi\u1ec7c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nh\u1ea5n Run \u0111\u1ec3 xem k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch.<\/span><\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"Dong_hanh_cung_Gimasys_trong_lo_trinh_toi_uu_hoa_du_lieu\"><\/span><b>\u0110\u1ed3ng h\u00e0nh c\u00f9ng Gimasys trong l\u1ed9 tr\u00ecnh t\u1ed1i \u01b0u h\u00f3a d\u1eef li\u1ec7u<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Vi\u1ec7c thao t\u00e1c c\u01a1 b\u1ea3n tr\u00ean Google BigQuery l\u00e0 b\u01b0\u1edbc kh\u1edfi \u0111\u1ea7u quan tr\u1ecdng \u0111\u1ec3 doanh nghi\u1ec7p ti\u1ebfp c\u1eadn v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch hi\u1ec7n \u0111\u1ea1i. Tuy nhi\u00ean, \u0111\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t ki\u1ebfn tr\u00fac d\u1eef li\u1ec7u to\u00e0n di\u1ec7n, k\u1ebft n\u1ed1i \u0111a ngu\u1ed3n v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh b\u1ea3o m\u1eadt nghi\u00eam ng\u1eb7t, doanh nghi\u1ec7p c\u1ea7n m\u1ed9t \u0111\u1ed1i t\u00e1c chuy\u00ean m\u00f4n \u0111\u1ed3ng h\u00e0nh.<\/span><\/p>\n<p><b>V\u1edbi th\u1ebf m\u1ea1nh l\u00e0 \u0111\u1ed1i t\u00e1c chi\u1ebfn l\u01b0\u1ee3c c\u1ea5p cao (Premier Partner) <\/b><span style=\"font-weight: 400;\">belong to <a href=\"https:\/\/gcloudvn.com\/en\/google-cloud-platform\/\">Google Cloud<\/a> t\u1ea1i Vi\u1ec7t Nam, Gimasys mang \u0111\u1ebfn c\u00e1c gi\u1ea3i ph\u00e1p t\u01b0 v\u1ea5n v\u00e0 tri\u1ec3n khai chuy\u00ean s\u00e2u:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u01b0 v\u1ea5n ki\u1ebfn tr\u00fac d\u1eef li\u1ec7u: <\/b><span style=\"font-weight: 400;\">Kh\u1ea3o s\u00e1t CNTT v\u00e0 t\u1eeb \u0111\u00f3 \u0111\u01b0a ra \u0111\u1ec1 xu\u1ea5t c\u0169ng nh\u01b0 thi\u1ebft k\u1ebf h\u1ea1 t\u1ea7ng kho d\u1eef li\u1ec7u tr\u00ean Cloud ph\u00f9 h\u1ee3p v\u1edbi quy m\u00f4 v\u00e0 b\u00e0i to\u00e1n kinh doanh \u0111\u1eb7c th\u00f9 c\u1ee7a t\u1eebng doanh nghi\u1ec7p.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>T\u1ed1i \u01b0u chi ph\u00ed &amp; hi\u1ec7u n\u0103ng: <\/b><span style=\"font-weight: 400;\">H\u1ed7 tr\u1ee3 c\u1ea5u h\u00ecnh, qu\u1ea3n l\u00fd dung l\u01b0\u1ee3ng v\u00e0 truy v\u1ea5n nh\u1eb1m gi\u00fap doanh nghi\u1ec7p \u0111\u1ea1t hi\u1ec7u qu\u1ea3 cao nh\u1ea5t v\u1edbi chi ph\u00ed t\u1ed1i \u01b0u.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110\u00e0o t\u1ea1o &amp; chuy\u1ec3n giao: <\/b><span style=\"font-weight: 400;\">\u0110\u1ed9i ng\u0169 chuy\u00ean nghi\u1ec7p t\u1ed5 ch\u1ee9c nh\u1eefng kh\u00f3a \u0111\u00e0o t\u1ea1o n\u00e2ng cao n\u0103ng l\u1ef1c cho \u0111\u1ed9i ng\u0169 n\u1ed9i b\u1ed9, gi\u00fap nh\u00e2n s\u1ef1 d\u1ec5 d\u00e0ng ch\u1ee7 \u0111\u1ed9ng trong vi\u1ec7c v\u1eadn h\u00e0nh v\u00e0 khai th\u00e1c d\u1eef li\u1ec7u h\u00e0ng ng\u00e0y.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Ket_luan\"><\/span><b>Conclusion<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Vi\u1ec7c l\u00e0m Google BigQuery s\u1ebd m\u1edf ra nhi\u1ec1u c\u01a1 h\u1ed9i gi\u00fap doanh nghi\u1ec7p tr\u00edch xu\u1ea5t nh\u1eefng gi\u00e1 tr\u1ecb tri th\u1ee9c \u0111\u1eaft gi\u00e1 t\u1eeb ngu\u1ed3n d\u1eef li\u1ec7u t\u00edch l\u0169y. Nh\u01b0ng d\u00f9 doanh nghi\u1ec7p t\u1eadn d\u1ee5ng Google Cloud Console \u0111\u1ec3 s\u1eed d\u1ee5ng BigQuery \u0111\u1ec3 t\u1ea1o Dataset, n\u1ea1p d\u1eef li\u1ec7u v\u00e0 th\u1ef1c thi c\u00e1c c\u00e2u l\u1ec7nh truy v\u1ea5n ph\u00e2n t\u00edch th\u00ec v\u1eabn c\u1ea7n m\u1ed9t \u0111\u1ed1i t\u00e1c chuy\u00ean nghi\u1ec7p h\u1ed7 tr\u1ee3 t\u01b0 v\u1ea5n v\u00e0 th\u1ef1c hi\u1ec7n k\u1ebf ho\u1ea1ch.\u00a0<\/span><\/p>\n<p><b>H\u00e3y li\u00ean h\u1ec7 ngay v\u1edbi \u0111\u1ed9i ng\u0169 chuy\u00ean gia c\u1ee7a <a href=\"https:\/\/gcloudvn.com\/en\/dang-ky-dung-thu\/\">Gimasys <\/a><\/b><span style=\"font-weight: 400;\">\u0111\u1ec3 \u0111\u01b0\u1ee3c t\u01b0 v\u1ea5n chi ti\u1ebft v\u1ec1 gi\u1ea3i ph\u00e1p c\u0169ng nh\u01b0 g\u00f3i m\u00e0 ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 mua.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u1ee7a doanh nghi\u1ec7p ng\u00e0y c\u00e0ng gia t\u0103ng nhanh ch\u00f3ng, vi\u1ec7c ph\u00e2n t\u00edch v\u00e0 khai th\u00e1c ngu\u1ed3n t\u00e0i nguy\u00ean \u0111\u00e3 d\u1ea7n tr\u1edf th\u00e0nh m\u1ed9t y\u1ebfu t\u1ed1 s\u1ed1ng c\u00f2n m\u00e0 doanh nghi\u1ec7p kh\u00f4ng th\u1ec3 b\u1ecf qua. Google BigQuery&hellip;<\/p>","protected":false},"author":2,"featured_media":26271,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1,135],"tags":[],"class_list":["post-26370","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kienthuc","category-google-cloud-platform","entry","has-media"],"_links":{"self":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26370","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/comments?post=26370"}],"version-history":[{"count":1,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26370\/revisions"}],"predecessor-version":[{"id":26371,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/26370\/revisions\/26371"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media\/26271"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=26370"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=26370"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=26370"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}