{"id":14196,"date":"2023-06-06T13:10:43","date_gmt":"2023-06-06T06:10:43","guid":{"rendered":"https:\/\/gcloudvn.com\/?p=14196"},"modified":"2023-08-16T14:11:23","modified_gmt":"2023-08-16T07:11:23","slug":"google-cloud-smart-analytics-hoat-dong-nhu-the-nao","status":"publish","type":"post","link":"https:\/\/gcloudvn.com\/en\/kienthuc\/google-cloud-smart-analytics-hoat-dong-nhu-the-nao\/","title":{"rendered":"How does Google Cloud Smart Analytics (advanced analytics) work?"},"content":{"rendered":"<p style=\"text-align: justify;\"><b><i>Google Cloud Smart Analytics<\/i><\/b><i><span style=\"font-weight: 400;\"> is a flexible, open and secure data analytics platform that helps provide intelligent direction for organizations. It builds on Google&#039;s decades of innovation in AI and building internet-scale services, and on standard technology principles. Organizations choose Google Cloud to build their data cloud because of its ability to drive data-driven transformation like no other solution on the market today. Then <\/span><\/i><b><i>Google Cloud Smart Analytics<\/i><\/b><i><span style=\"font-weight: 400;\"> How will it work?<\/span><\/i><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 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\/kienthuc\/google-cloud-smart-analytics-hoat-dong-nhu-the-nao\/#Google_Cloud_Smart_Analytics_la_gi\" >What is Google Cloud Smart Analytics?<\/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\/kienthuc\/google-cloud-smart-analytics-hoat-dong-nhu-the-nao\/#Thuc_day_cong_nghe_va_khai_thac_du_lieu_hon_voi_Google_Cloud_Smart_Analytics\" >Drive technology and get more out of your data with Google Cloud Smart Analytics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/google-cloud-smart-analytics-hoat-dong-nhu-the-nao\/#Google_Cloud_Big_Data_Architecture\" >Google Cloud Big Data Architecture<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/google-cloud-smart-analytics-hoat-dong-nhu-the-nao\/#Google_Cloud_Analytics_Services_va_Solutions_in_Detail\" >Google Cloud Analytics Services and Solutions in Detail<\/a><\/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\/kienthuc\/google-cloud-smart-analytics-hoat-dong-nhu-the-nao\/#Ket_luan\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Google_Cloud_Smart_Analytics_la_gi\"><\/span><b>What is Google Cloud Smart Analytics?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Google Cloud provides a suite of intelligent analytics tools for businesses that need to get the most out of the data within their company. Most of these services are built-in or can be embedded into Google tools. This level of flexibility allows businesses to quickly take advantage of Google Cloud analytics and make the most of analytics for the overall work of the business organization.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Google Cloud Smart Analytics Platform is a flexible, open, and secure analytics platform that provides the easiest path to becoming an intelligence-driven organization.<\/span><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Thuc_day_cong_nghe_va_khai_thac_du_lieu_hon_voi_Google_Cloud_Smart_Analytics\"><\/span><b>Drive technology and get more out of your data with Google Cloud Smart Analytics<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Google Cloud Platform (<a href=\"https:\/\/gcloudvn.com\/en\/google-cloud-platform\/\">GCP<\/a>) cung c\u1ea5p nhi\u1ec1u c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch, t\u1ea5t c\u1ea3 \u0111\u1ec1u \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng v\u1edbi c\u00e1c kh\u1ea3 n\u0103ng \u0111\u1ed9c \u0111\u00e1o \u0111\u1ec3 qu\u1ea3n l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. V\u00ed d\u1ee5: c\u00e1c gi\u1ea3i ph\u00e1p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 m\u00e1y h\u1ecdc (ML) c\u1ee7a Google c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o c\u00f4ng c\u1ee5 hi\u1ec7n c\u00f3 \u0111\u1ec3 cung c\u1ea5p tr\u00ed th\u00f4ng minh theo th\u1eddi gian th\u1ef1c. Google Cloud Smart Analytics \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean s\u1ef1 \u0111\u1ed5i m\u1edbi trong nhi\u1ec1u th\u1eadp k\u1ef7 c\u1ee7a Google v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 x\u00e2y d\u1ef1ng c\u00e1c d\u1ecbch v\u1ee5 quy m\u00f4 internet, \u0111\u1ed3ng th\u1eddi d\u1ef1a tr\u00ean c\u00e1c nguy\u00ean t\u1eafc c\u00f4ng ngh\u1ec7 \u0111\u00e3 \u0111\u01b0\u1ee3c x\u00e1c th\u1ef1c tr\u00ean to\u00e0n c\u1ea7u.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Businesses choose Google Cloud to build their data cloud because of its ability to drive data-driven transformation like no other solution on the market today. Therefore, integrating Google Cloud Smart Analytics is also a new point to promote business operations.<\/span><\/p>\n<figure id=\"attachment_14199\" aria-describedby=\"caption-attachment-14199\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-14199\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/06\/finserve_2022_hNigxzZ.max-700x700-1.png\" alt=\"How Google Cloud Smart Analytics integrates and delivers data analytics\" width=\"600\" height=\"263\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/06\/finserve_2022_hNigxzZ.max-700x700-1.png 700w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/06\/finserve_2022_hNigxzZ.max-700x700-1-18x8.png 18w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-14199\" class=\"wp-caption-text\"><em>How Google Cloud Smart Analytics integrates and delivers data analytics<\/em><\/figcaption><\/figure>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">The ecosystem and operating principles of Google Cloud Smart Analytics will include the following small services and products:<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Google Cloud Big Data Architecture<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data Ingestion<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Processing and Analytics<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Design and Implementation Workflows<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Google Cloud Analytics Services and Solutions in Detail<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/gcloudvn.com\/en\/bigquery\/\"><span style=\"font-weight: 400;\">BigQuery<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Dataprep<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data Studio<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Dataproc\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Stream<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AnalyticsMarketing\/ AnalyticsData<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Catalog<\/span><\/li>\n<\/ul>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Google_Cloud_Big_Data_Architecture\"><\/span><b>Google Cloud Big Data Architecture<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">In the past, storing all the data often created the dreaded \u201cdata swamp\u201d that was quite unwieldy for analysis. Modern big data architectures enable organizations to store huge amounts of data, both structured and unstructured, while also maintaining metadata and other mechanisms for easy querying. and analysis. The underlying architecture leverages Google Cloud tools to economically store petabytes or even exabytes of data. In the &quot;Google Cloud Big Data&quot; architecture, organizations can combine and use solutions and products such as: Data Ingestion; Processing and Analytics; Design and Implementation Workflows.<\/span><\/p>\n<figure id=\"attachment_14197\" aria-describedby=\"caption-attachment-14197\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-14197\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/06\/Google_bigquery.jpeg\" alt=\"\u201cGoogle Cloud Big Data\u201d architecture\" width=\"600\" height=\"459\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/06\/Google_bigquery.jpeg 1600w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/06\/Google_bigquery-768x588.jpeg 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/06\/Google_bigquery-1536x1176.jpeg 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/06\/Google_bigquery-16x12.jpeg 16w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-14197\" class=\"wp-caption-text\"><em>\u201cGoogle Cloud Big Data\u201d architecture<\/em><\/figcaption><\/figure>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Google_Cloud_Analytics_Services_va_Solutions_in_Detail\"><\/span><b>Google Cloud Analytics Services and Solutions in Detail<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">In addition, the ecosystem and operating principles of Google Cloud Smart Analytics include a set of cloud data analysis services and solutions provided by Google Cloud Platform. These services and solutions are designed to help organizations collect, store, process and analyze their big data quickly and efficiently. Eg:\u00a0<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>BigQuery: <\/b><span style=\"font-weight: 400;\">Google&#039;s large database system helps organizations store and retrieve large data quickly and effectively.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data Studio: <\/b><span style=\"font-weight: 400;\">Data visualization tools help organizations create professional data reports and better understand their business.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>.<\/b><span style=\"font-weight: 400;\">: a cloud-based data processing service that enables structured or unstructured processing of big data with data pipelines. Dataflow provides flexibility and scalability to handle simple to complex data processing items.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Dataprep:<\/b><span style=\"font-weight: 400;\"> a tool that automates and enables a sequence of steps to prepare and process data. With Dataprep, organizations can save time and reduce data cleaning problems, making data preparation more automated and freeing up time for analysts. Perform research and data analysis activities.<\/span><\/li>\n<\/ul>\n<figure id=\"attachment_14198\" aria-describedby=\"caption-attachment-14198\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-14198\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/06\/google-data-analytics.jpeg\" alt=\"Overview of Google Cloud Analytics services and solutions\" width=\"600\" height=\"430\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/06\/google-data-analytics.jpeg 1300w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/06\/google-data-analytics-768x550.jpeg 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/06\/google-data-analytics-18x12.jpeg 18w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-14198\" class=\"wp-caption-text\"><em>Overview of Google Cloud Analytics services and solutions<\/em><\/figcaption><\/figure>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">In short, Google Cloud Analytics Services and Solutions provides a variety of data analysis tools and solutions to support detailed data management and analysis, optimize business processes and increase revenue.<\/span><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Ket_luan\"><\/span><b>Conclusion<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><b>Google Smart Analytics<\/b><span style=\"font-weight: 400;\"> is a data analysis tool that helps organizations collect and analyze data from many different sources, providing detailed reports on activities across communication channels, sales and data statistics. Besides, <\/span><b>Google Smart Analytics<\/b><span style=\"font-weight: 400;\"> also propose strategies to improve sales and communication efficiency in the organization&#039;s long-term plan. Using <\/span><b>Google Smart Analytics<\/b><span style=\"font-weight: 400;\">, organizations can optimize their marketing strategy, make data-driven decisions, and increase sales.<\/span><\/p>\n<p style=\"text-align: right;\"><strong>Source: Gimasys<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>Google Cloud Smart Analytics l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u linh ho\u1ea1t, m\u1edf v\u00e0 an to\u00e0n, nh\u1eb1m h\u1ed7 tr\u1ee3 \u0111\u01b0a ra c\u00e1c \u0111\u1ecbnh h\u01b0\u1edbng th\u00f4ng minh cho t\u1ed5 ch\u1ee9c. N\u00f3 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean s\u1ef1 \u0111\u1ed5i m\u1edbi&hellip;<\/p>","protected":false},"author":2,"featured_media":14200,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-14196","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kienthuc","entry","has-media"],"_links":{"self":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/14196","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=14196"}],"version-history":[{"count":0,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/14196\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media\/14200"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=14196"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=14196"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=14196"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}