{"id":6542,"date":"2024-10-08T10:00:00","date_gmt":"2024-10-08T02:00:00","guid":{"rendered":"https:\/\/35.220.245.118\/?post_type=blog&#038;p=6542"},"modified":"2025-01-07T12:34:18","modified_gmt":"2025-01-07T04:34:18","slug":"01","status":"publish","type":"blog","link":"https:\/\/admazes.com\/zh\/blog\/01\/","title":{"rendered":"Introducing BigQuery Studio: A Collaborative Analytics Workspace!"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6542\" class=\"elementor elementor-6542\" data-elementor-post-type=\"blog\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1ff0faa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1ff0faa\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b9c36e8\" data-id=\"b9c36e8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-16db2d4 de_scroll_animation_no elementor-widget elementor-widget-text-editor\" data-id=\"16db2d4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.18.0 - 20-12-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<h1 dir=\"ltr\" style=\"line-height: 1.3800000000000001; margin-top: 12pt; margin-bottom: 12pt;\"><span style=\"font-size: 20pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">BigQuery Studio \u2014 a collaborative analytics workspace to accelerate data-to-AI workflows<\/span><\/h1><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; margin-top: 12pt; margin-bottom: 12pt;\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">BigQuery Studio is a unified, collaborative workspace for Google Cloud\u2019s data analytics suite. It helps accelerate data to AI workflows from data ingestion and preparation to analysis, exploration and visualization \u2014 all the way to ML training and inference. It allows data practitioners to use SQL, Python, Spark or natural language directly within BigQuery and leverage those code assets easily across Vertex AI and other products for specialized workflows. It also extends software development best practices such as CI\/CD, version history and source control to data assets, enabling better collaboration. Additionally, it uniformly enforces security policies and gains governance insights through data lineage, profiling and quality, right inside BigQuery.<\/span><\/p><h2 dir=\"ltr\" style=\"line-height: 1.3800000000000001; margin-top: 12pt; margin-bottom: 12pt;\"><span style=\"font-size: 16pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Here are 5 reasons that you must try BigQuery Studio:<\/span><\/h2><ul style=\"margin-top: 0; margin-bottom: 0; padding-inline-start: 48px;\"><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; margin-top: 12pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">It is a unified workspace for all data analytics needs, from data ingestion and preparation to analysis, exploration and visualization \u2014 all the way to ML training and inference.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; margin-top: 0pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">It allows data practitioners to use SQL, Python, Spark or natural language directly within BigQuery and leverage those code assets easily across Vertex AI and other products for specialized workflows.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; margin-top: 0pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">It extends software development best practices such as CI\/CD, version history and source control to data assets, enabling better collaboration.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; margin-top: 0pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">It uniformly enforces security policies and gains governance insights through data lineage, profiling and quality, right inside BigQuery.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; margin-top: 0pt; margin-bottom: 12pt;\" role=\"presentation\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">It provides a single interface for all data teams, which addresses the challenges of disparate tools creating inconsistent experiences for analytics professionals.<\/span><\/p><\/li><\/ul><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; margin-top: 12pt; margin-bottom: 12pt;\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\"><span style=\"border: none; display: inline-block; overflow: hidden; width: 624px; height: 359px;\"><img fetchpriority=\"high\" decoding=\"async\" style=\"margin-left: 0px; margin-top: 0px;\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXfoDerXANE_mghFUxJ95x6lp9LI7X3d6z1XwwkbgqHOLhuIV2YNL0VJOKrr5p4sWno7GKi09SzcoMWcWmRX18OUwIRUV4j2vtwgd074fKCWaOvCuhInhmJ2weMk1jJuSIkLsw7Df3AmEPeohU97cJDbNeyDDqu9moWr7xx4?key=4gFBiZhwqtEZqHLDL0_Osw\" width=\"624\" height=\"359\" \/><\/span><\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 12pt; margin-bottom: 0pt; padding: 0pt 0pt 12pt 0pt;\"><span style=\"font-size: 10.5pt; font-family: Arial,sans-serif; color: #5f6368; background-color: #ffffff; font-weight: 400; font-style: italic; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Notebook experience in BigQuery Studio<\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 0pt 0pt 12pt 0pt;\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">In addition, by using BigLake with built-in support for Apache Parquet, Delta Lake, and Apache Iceberg, BigQuery Studio provides a single interface for working with structured, semi-structured, and unstructured data of all formats across cloud environments such as Google Cloud, AWS, and Azure.<\/span><\/p><h2 dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 6pt; padding: 6pt 0pt 0pt 0pt;\"><span style=\"font-size: 16pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Productivity and collaboration<\/span><\/h2><ul style=\"margin-top: 0; margin-bottom: 0; padding-inline-start: 48px;\"><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 12pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">BigQuery Studio improves collaboration among data practitioners.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Extending software development best practices such as CI\/CD, version history and source control to analytics assets.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">These assets include SQL scripts, Python scripts, notebooks and SQL pipelines.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Additionally, users will be able to securely connect with their favorite external code repositories.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 12pt;\" role=\"presentation\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Ensures that their code can never be out of sync.<\/span><\/p><\/li><\/ul><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 12pt; margin-bottom: 0pt; padding: 0pt 0pt 12pt 0pt;\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\"><span style=\"border: none; display: inline-block; overflow: hidden; width: 624px; height: 384px;\"><img decoding=\"async\" style=\"--smush-placeholder-width: 624px; --smush-placeholder-aspect-ratio: 624\/384;margin-left: 0px; margin-top: 0px;\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXfcyJ4vrmT4fIQldiTLr-nEz4d7a0LH4F9RLAf1pDhm-blIZ2y60O1Ozghi2hfmArIg839ld-WlfIfi8q4ySGDFZR8Nmn9ekNYIQOv7a0X9nhU-KDoXr5dm-fzGNjl6sVVKbrZl9v32Q2-I7R2FG5IAZsIVGMvmovB-W7XyNQ?key=4gFBiZhwqtEZqHLDL0_Osw\" width=\"624\" height=\"384\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/span><\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 0pt 0pt 12pt 0pt;\"><span style=\"font-size: 10.5pt; font-family: Arial,sans-serif; color: #5f6368; background-color: #ffffff; font-weight: 400; font-style: italic; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Version control for data assets<\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 0pt 0pt 12pt 0pt;\">\u00a0<\/p><h2 dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 0pt 0pt 12pt 0pt;\"><span style=\"font-size: 16pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Duet AI\u00a0<\/span><\/h2><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 12pt;\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">BigQuery Studio provides an AI-powered collaborator called Duet AI. Duet AI can understand the context of each user and their data, and uses it to auto-suggest functions, and code blocks for SQL and Python. Through the new chat interface, data practitioners can use natural language to get personalized real-time guidance on performing specific tasks.<\/span><\/p><h2 dir=\"ltr\" style=\"line-height: 1.3800000000000001; margin-top: 18pt; margin-bottom: 6pt;\"><span style=\"font-size: 16pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Explain a SQL query<\/span><\/h2><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 12pt; margin-bottom: 12pt;\"><span style=\"font-size: 12pt; font-family: Roboto,sans-serif; color: #202124; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">You can prompt Duet AI in BigQuery to explain a SQL query in natural language. This explanation can help you understand a query whose syntax, underlying schema, and business context might be difficult to assess due to the length or complexity of the query.<\/span><\/p><ol style=\"margin-top: 0; margin-bottom: 0; padding-inline-start: 48px;\"><li dir=\"ltr\" style=\"list-style-type: decimal; font-size: 12pt; font-family: Roboto,sans-serif; color: #202124; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 9pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 12pt; font-family: Roboto,sans-serif; color: #202124; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">In the Google Cloud console, go to the <\/span><span style=\"font-size: 12pt; font-family: Roboto,sans-serif; color: #202124; background-color: transparent; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">BigQuery<\/span><span style=\"font-size: 12pt; font-family: Roboto,sans-serif; color: #202124; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\"> page.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: decimal; font-size: 12pt; font-family: Roboto,sans-serif; color: #202124; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 12pt; font-family: Roboto,sans-serif; color: #202124; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">In the query editor, open or paste the query that you want explained.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: decimal; font-size: 12pt; font-family: Roboto,sans-serif; color: #202124; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 9pt;\" role=\"presentation\"><span style=\"font-size: 12pt; font-family: Roboto,sans-serif; color: #202124; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Highlight the query that you want Duet AI to explain, and then click <\/span><span style=\"font-size: 12pt; font-family: Roboto,sans-serif; color: #202124; background-color: transparent; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Explain this query<\/span><span style=\"font-size: 12pt; font-family: Roboto,sans-serif; color: #202124; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">.<\/span><\/p><\/li><\/ol><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 12pt; margin-bottom: 0pt; padding: 0pt 0pt 12pt 0pt;\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\"><span style=\"border: none; display: inline-block; overflow: hidden; width: 624px; height: 295px;\"><img decoding=\"async\" style=\"--smush-placeholder-width: 624px; --smush-placeholder-aspect-ratio: 624\/295;margin-left: 0px; margin-top: 0px;\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcpI_7AjxMZiH5GDT0wq45mUgtj9_VcVeeNpiY8mBkyh5alOOrF9acchxjbcl7_zGMd2whuh12aPSG0AT_VQ42adBEcS8CvTWUqtjKWwVCf6uL1SQg26HyCGAqHHUOMKV1FCfhE3BiLE5yrxuchl7sp7MWbfTcFXIL7TIADOA?key=4gFBiZhwqtEZqHLDL0_Osw\" width=\"624\" height=\"295\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/span><\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 0pt 0pt 12pt 0pt;\"><a style=\"text-decoration: none;\" href=\"https:\/\/cloud.google.com\/duet-ai\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #1155cc; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;\">More information for Duet AI<\/span><\/a><\/p><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 0pt 0pt 12pt 0pt;\"><a style=\"text-decoration: none;\" href=\"https:\/\/cloud.google.com\/bigquery\/docs\/write-sql-duet-ai\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #1155cc; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;\">Write queries with Duet AI assistance<\/span><\/a><\/p><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 0pt 0pt 12pt 0pt;\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\"><span style=\"border: none; display: inline-block; overflow: hidden; width: 624px; height: 391px;\"><img decoding=\"async\" style=\"--smush-placeholder-width: 624px; --smush-placeholder-aspect-ratio: 624\/391;margin-left: 0px; margin-top: 0px;\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXewS7_yPNsbQ-lCO7OpYAkxS-fQSO3nDNb-S3_c1M_DgWbdFiIrkPFEAed6fQjyzWT7nRCoKzor7kv0d9y7xHZMXN1bchL7aZdnbjHo7lxuqszf0_1SUvgdJxNzD2yWNtonM5EIo0ZoHtPPZvMH_SWHTGNUEty-nNWyFtJ1ew?key=4gFBiZhwqtEZqHLDL0_Osw\" width=\"624\" height=\"391\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/span><\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 0pt 0pt 12pt 0pt;\"><span style=\"font-size: 10.5pt; font-family: Arial,sans-serif; color: #5f6368; background-color: #ffffff; font-weight: 400; font-style: italic; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Code composition, code completion, and chat interface in Duet AI in BigQuery<\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 0pt 0pt 12pt 0pt;\">\u00a0<\/p><h2 dir=\"ltr\" style=\"line-height: 1.466664; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 24pt 0pt 27pt 0pt;\"><span style=\"font-size: 16pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Unified security and governance<\/span><\/h2><p dir=\"ltr\" style=\"line-height: 1.466664; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 9pt 0pt 27pt 0pt;\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">BigQuery Studio allows data analysts to use Vertex AI\u2019s foundational models for images, videos, text, and language translations for tasks like sentiment analysis and entity detection over BigQuery data without requiring to share data with third party services. By combining the power of BigQuery and Vertex AI, BigQuery Studio provides a comprehensive platform for data analysis and machine learning.<\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: -15pt 0pt 12pt 0pt;\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\"><span style=\"border: none; display: inline-block; overflow: hidden; width: 510px; height: 406px;\"><img decoding=\"async\" style=\"--smush-placeholder-width: 510px; --smush-placeholder-aspect-ratio: 510\/406;margin-left: 0px; margin-top: 0px;\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXdwO4xpaG-tbT6MTrQgidZvCMj-vTbz5Hb6FZcgQzK-ur3zENl-1-4Z44gQBcxS9kVsVKkUKzegifwDJKtEo8Y95knGtaYC8wHfxQryN11_fsv1QdB-wnDkt4LQWSkTzBITkGd5w0oDZCmeNuKyq5-VtSTWk1vc6FxRNZwpOQ?key=4gFBiZhwqtEZqHLDL0_Osw\" width=\"510\" height=\"406\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/span><\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 0pt 0pt 12pt 0pt;\"><span style=\"font-size: 10.5pt; font-family: Arial,sans-serif; color: #5f6368; background-color: #ffffff; font-weight: 400; font-style: italic; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Data quality, lineage, and profiling<\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 0pt 0pt 12pt 0pt;\"><span style=\"font-size: 11pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Getting started<\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 6pt 0pt 0pt 0pt;\"><span style=\"font-size: 13.5pt; font-family: Arial,sans-serif; color: #000000; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">BigQuery Studio is now available for GCP customers in preview. Check out the <\/span><a style=\"text-decoration: none;\" href=\"https:\/\/cloud.google.com\/bigquery\/docs\/query-overview#bigquery-studio\"><span style=\"font-size: 13.5pt; font-family: Arial,sans-serif; color: #000000; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;\">documentation<\/span><\/a><span style=\"font-size: 13.5pt; font-family: Arial,sans-serif; color: #000000; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\"> to learn more and <\/span><a style=\"text-decoration: none;\" href=\"https:\/\/docs.google.com\/forms\/d\/191wxXJKxHlS59HCVont3KZHwRBTWO6P2fzuJa917kfY\/edit\"><span style=\"font-size: 13.5pt; font-family: Arial,sans-serif; color: #000000; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;\">sign up<\/span><\/a><span style=\"font-size: 13.5pt; font-family: Arial,sans-serif; color: #000000; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\"> to get started today.<\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.3800000000000001; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 18pt 0pt 0pt 0pt;\"><span style=\"font-size: 13.5pt; font-family: Arial,sans-serif; color: #5f6368; background-color: #ffffff; font-weight: 400; font-style: italic; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Resources: <\/span><a style=\"text-decoration: none;\" href=\"https:\/\/cloud.google.com\/blog\/products\/data-analytics\/announcing-bigquery-studio\"><span style=\"font-size: 13.5pt; font-family: Arial,sans-serif; color: #1155cc; background-color: #ffffff; font-weight: 400; font-style: italic; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;\">Announcing BigQuery Studio \u2014 a collaborative analytics workspace to accelerate data-to-AI workflows<\/span><\/a><\/p><h1 dir=\"ltr\" style=\"line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;\"><span style=\"font-size: 20pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">How does BigQuery compare to other data warehouses?<\/span><\/h1><p dir=\"ltr\" style=\"line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;\"><span style=\"font-size: 12pt; font-family: Arial,sans-serif; color: #1f1f1f; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">BigQuery is a good choice for businesses that need to analyze large amounts of data quickly and cost-effectively. It is also a good choice for businesses that need to scale their data warehouse as their business grows.<\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;\"><span style=\"font-size: 12pt; font-family: Arial,sans-serif; color: #1f1f1f; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Here are some of the features that make BigQuery stand out:<\/span><\/p><ul style=\"margin-top: 0; margin-bottom: 0; padding-inline-start: 48px;\"><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 12pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 12pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 12pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Google BigQuery is a serverless, multi-cloud data warehouse technology with machine learning capabilities.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 12pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 12pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">It supports partitioning, resulting in improved query performance.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 12pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 12pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">It is scalable and can execute real-time queries on petabytes of data relatively fast.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 12pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 12pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">It offers a wide range of security features, including column-level security, Cloud DPL, and encryption keys management.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 12pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 12pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">It integrates with a wide range of data integration tools, BI, and AI solutions.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 12pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 12pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">It allows for data streaming and data backup and recovery.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 12pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 0pt; margin-bottom: 12pt;\" role=\"presentation\"><span style=\"font-size: 12pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">It is suitable for corporations with varied workloads and those interested in effective data mining.<\/span><\/p><\/li><\/ul><p dir=\"ltr\" style=\"line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;\"><span style=\"font-size: 12pt; font-family: Arial,sans-serif; color: #1f1f1f; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Here are some of the other data warehouses that are available:<\/span><\/p><div dir=\"ltr\" style=\"margin-left: 0pt;\" align=\"left\"><table style=\"border: none; border-collapse: collapse;\"><colgroup><col width=\"105\" \/><col width=\"124\" \/><col width=\"127\" \/><col width=\"126\" \/><col width=\"165\" \/><\/colgroup><tbody><tr style=\"height: 31.5pt;\"><td style=\"vertical-align: bottom; background-color: #00ffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 12pt; font-family: Arial,sans-serif; color: #1f1f1f; background-color: transparent; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Feature<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #00ffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 12pt; font-family: Arial,sans-serif; color: #1f1f1f; background-color: transparent; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">BigQuery<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #00ffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 12pt; font-family: Arial,sans-serif; color: #1f1f1f; background-color: transparent; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Snowflake<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #00ffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 12pt; font-family: Arial,sans-serif; color: #1f1f1f; background-color: transparent; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Amazon Redshift<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #00ffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 12pt; font-family: Arial,sans-serif; color: #1f1f1f; background-color: transparent; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Microsoft Azure SQL Data Warehouse<\/span><\/p><\/td><\/tr><tr style=\"height: 31.5pt;\"><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Server management<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Serverless<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">More Serverless<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">More self-managed<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">More self-managed<\/span><\/p><\/td><\/tr><tr style=\"height: 17.25pt;\"><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Performance<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Good<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">High<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Good<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">High<\/span><\/p><\/td><\/tr><tr style=\"height: 31.5pt;\"><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Integrations<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Google Workspace, data integration, BI and AI tools<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Data integration, BI, and analytics tools<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">AWS ecosystem, data integration, BI and analytics<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Microsoft software, data integration, BI and ML tools<\/span><\/p><\/td><\/tr><tr style=\"height: 17.25pt;\"><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Implementation<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">User-friendly. Requires knowledge of SQL commands and ETL tools<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Intuitive and simple-to-use. Requires solid SQL and DW architecture knowledge<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Knowing PostgreSQL or similar RDMSs facilitates deployment<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Easy-to-use. Requires SQL and Spark use experience<\/span><\/p><\/td><\/tr><tr style=\"height: 31.5pt;\"><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Pricing<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Flat rate, on-demand<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">On-demand, pre-purchase<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">On-demand, managed storage<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Compute charge, storage charge<\/span><\/p><\/td><\/tr><tr style=\"height: 31.5pt;\"><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Suitable for those who<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Deal with varied workloads<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Need easy deployment and configuration<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Process large data sets<\/span><\/p><\/td><td style=\"vertical-align: bottom; background-color: #ffffff; padding: 2pt 2pt 2pt 2pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.6000000000000001pt;\"><p dir=\"ltr\" style=\"line-height: 1.38; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Need enterprise DWHs<\/span><\/p><\/td><\/tr><\/tbody><\/table><\/div><p dir=\"ltr\" style=\"line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;\"><a style=\"text-decoration: none;\" href=\"https:\/\/www.altexsoft.com\/blog\/snowflake-redshift-bigquery-data-warehouse-tools\/\"><span style=\"font-size: 12pt; font-family: Arial,sans-serif; color: #1155cc; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;\">Data Source<\/span><\/a><\/p><p><b id=\"docs-internal-guid-a62bf6c0-7fff-68ff-3420-d8ba5f5a5cc7\" style=\"font-weight: normal;\">\u00a0<\/b><\/p><p dir=\"ltr\" style=\"line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;\"><span style=\"font-size: 12pt; font-family: Arial,sans-serif; color: #1f1f1f; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Each of these data warehouses has its own strengths and weaknesses. It is important to choose the data warehouse that best meets the needs of your business.<\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 17pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: transparent; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">BigQuery can be connected with other GCP tools:<\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 12pt 0pt 0pt 0pt;\">\u00a0<\/p><ul style=\"margin-top: 0; margin-bottom: 0; padding-inline-start: 48px;\"><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 10.5pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 3pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 10.5pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">The BigQuery Data Transfer Service: This service allows you to automatically transfer data from other GCP services, such as Cloud Storage and Cloud SQL, to BigQuery.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 10.5pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt;\" role=\"presentation\"><span style=\"font-size: 10.5pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">The BigQuery API: This API allows you to programmatically interact with BigQuery from other applications.<\/span><\/p><\/li><li dir=\"ltr\" style=\"list-style-type: disc; font-size: 10.5pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre;\" aria-level=\"1\"><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 0pt; margin-bottom: 11pt;\" role=\"presentation\"><span style=\"font-size: 10.5pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">The BigQuery web UI: This UI allows you to manage your BigQuery data and jobs.<\/span><\/p><\/li><\/ul><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 3pt; margin-bottom: 0pt; padding: 0pt 0pt 11pt 0pt;\"><span style=\"font-size: 10.5pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\"><span style=\"border: none; display: inline-block; overflow: hidden; width: 624px; height: 260px;\"><img decoding=\"async\" style=\"--smush-placeholder-width: 624px; --smush-placeholder-aspect-ratio: 624\/260;margin-left: 0px; margin-top: 0px;\" data-src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXeMUCIE66VTXKSws6MAKSfrui0p8iTAehjjWeaqU_ezgvli4tNfOyndw7Ro8VirNdGads3E-6EY5ZESFTghcZqvT1VtR7LjJFJygvXUQhiLWv3s18utDStlpQH0t7CqCdqMRS7-65PqkZ9Tj-WKSx0NQ7oXq6AJNqdcT5uhJw?key=4gFBiZhwqtEZqHLDL0_Osw\" width=\"624\" height=\"260\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/span><\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: -8pt 0pt 11pt 0pt;\"><a style=\"text-decoration: none;\" href=\"https:\/\/cloud.google.com\/bigquery#lightbox13\"><span style=\"font-size: 10.5pt; font-family: 'Google Sans',sans-serif; color: #1155cc; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: underline; -webkit-text-decoration-skip: none; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;\">picture source<\/span><\/a><\/p><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: -8pt 0pt 11pt 0pt;\">\u00a0<\/p><h1 dir=\"ltr\" style=\"line-height: 1.38; margin-top: 12pt; margin-bottom: 12pt;\"><span style=\"font-size: 20pt; font-family: Arial,sans-serif; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Conclusion<\/span><\/h1><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10.5pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Other data warehouses that are available include Amazon Redshift, Microsoft Azure SQL Data Warehouse, and Snowflake. Each of these data warehouses has its own strengths and weaknesses, and it is important to choose the data warehouse that best meets the needs of your business.<\/span><\/p><p dir=\"ltr\" style=\"line-height: 1.38; background-color: #ffffff; margin-top: 0pt; margin-bottom: 0pt; padding: 12pt 0pt 0pt 0pt;\"><span style=\"font-size: 10.5pt; font-family: 'Google Sans',sans-serif; color: #1f1f1f; background-color: #ffffff; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">For example, Amazon Redshift is a good choice for businesses that need to analyze data from a variety of sources, including Amazon S3 and Amazon RDS. Microsoft Azure SQL Data Warehouse is a good choice for businesses that are already using Microsoft Azure services. Snowflake is easy to set up and configure.<\/span><\/p><p><br \/><br \/><br \/><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"featured_media":6839,"template":"","meta":{"postBodyCss":"","postBodyMargin":[],"postBodyPadding":[],"postBodyBackground":{"backgroundType":"classic","gradient":""},"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":""},"categories":[18],"tags":[76],"class_list":["post-6542","blog","type-blog","status-publish","has-post-thumbnail","hentry","category-blog","tag-big-query"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v23.4 (Yoast SEO v26.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Introducing BigQuery Studio: A Collaborative Analytics Workspace! - Admazes - Innovative Marketing &amp; Technology Solutions that Drive Business Values<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/admazes.com\/zh\/blog\/01\/\" \/>\n<meta property=\"og:locale\" content=\"zh_HK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Introducing BigQuery Studio: A Collaborative Analytics Workspace!\" \/>\n<meta property=\"og:description\" content=\"BigQuery Studio \u2014 a collaborative analytics workspace t &hellip; Introducing BigQuery Studio: A Collaborative Analytics Workspace! 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