{"id":1133354,"date":"2024-09-30T09:12:50","date_gmt":"2024-09-30T09:12:50","guid":{"rendered":"https:\/\/www.capgemini.com\/in-en\/?p=1133354&#038;preview=true&#038;preview_id=1133354"},"modified":"2026-01-22T07:53:02","modified_gmt":"2026-01-22T07:53:02","slug":"unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/","title":{"rendered":"Unlocking data analytics: eight strategies for effective cloud data design and management for Google Cloud\u00a0"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1>Unlocking data analytics: eight strategies for effective cloud data design and management for Google Cloud\u00a0<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2024\/10\/Deepak-Kumar-Arya.jpg?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Deepak Kumar Arya<\/h5><h5 class=\"blog-date\">30 Sep 2024<\/h5><\/div><\/div><div class=\"brand-image\"> <\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?=http:\/\/capgeminiucwe.develop\/?post_type=press-release&amp;p=179\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-tw\"><a href=\"https:\/\/twitter.com\/intent\/tweet?=http:\/\/capgeminiucwe.develop\/?post_type=press-release&amp;p=179\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-tw\"><\/i><span class=\"sr-only\">Twitter<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?=http:\/\/capgeminiucwe.develop\/?post_type=press-release&amp;p=179\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<h2 class=\"wp-block-heading\" id=\"h-learnings-and-best-practices-based-on-successful-google-analytics-data-platform-implementations-nbsp\">Learnings and best practices based on successful Google Analytics data platform\u202fimplementations&nbsp;<\/h2>\n\n\n\n<p>Effectively leveraging enterprise data is one of the best ways to grow a business. Data-driven&nbsp; businesses are <a href=\"https:\/\/www.forbes.com\/councils\/forbeshumanresourcescouncil\/2023\/07\/18\/being-data-driven-is-likely-your-best-bet\/\" target=\"_blank\" rel=\"noreferrer noopener\">23 times more likely<\/a> to surpass their competitors when it comes to acquiring customers, nearly seven times more likely to retain them, and 19 times more likely to stay profitable. They\u2019re also improving operational efficiencies and saving costs.&nbsp;<\/p>\n\n\n\n<p>An increasing number of organizations are <a href=\"https:\/\/www.capgemini.com\/insights\/research-library\/the-data-powered-enterprise\/\" target=\"_blank\" rel=\"noreferrer noopener\">successfully monetizing data<\/a> and leveraging it to boost their top lines. In the last four years, organizations have, on average, improved in activating data, unlocking its value, and scaling infrastructure, platforms, and tools that enable them to leverage data more effectively.&nbsp;&nbsp;<\/p>\n\n\n\n<p>Today, nearly two in three executives agree that their organizations use activated data to introduce new products or services or to develop entirely new business models. But there are challenges when it comes time to actually implement cloud systems.&nbsp;<\/p>\n\n\n\n<p><a href=\"https:\/\/www.hfsresearch.com\/research\/only-a-third-of-enterprises-are-realizing-their-cloud-ambitions\/\" target=\"_blank\" rel=\"noreferrer noopener\">Numbers from HFS Research<\/a> show that only about one third of organizations are realizing cloud-implementation ambitions even though 65 percent have made strategic investments. So, how should companies build towards the results they need?&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-creating-a-structured-and-secure-data-ecosystem\"><strong>Creating a structured and secure data ecosystem<\/strong><\/h3>\n\n\n\n<p>The ability to share data across an ecosystem of stakeholders is a core component of turning data into insights and action that make it useful, marketable, and widely consumable. But many companies make one big mistake when moving to a cloud platform: they treat data the same way they did when it was on premises, overlooking opportunities to operate in new, more efficient ways. The beauty of cloud data platforms is their ability to manage data in ways that weren\u2019t possible before \u2013 as long as the data ecosystem has been set up securely and effectively.&nbsp;&nbsp;<\/p>\n\n\n\n<p>A data analytics platform on the cloud manages, processes, and analyzes large amounts of data in a more scalable and flexible way than on-premises infrastructure, and businesses can use them for everything from data ingestion and storage to data processing, analytics, and visualization. Ultimately, cloud data platforms enable enterprise organizations to become <a href=\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/data-powered-enterprises-2024\/\" target=\"_blank\" rel=\"noreferrer noopener\">data-powered enterprises<\/a> thanks to better decision-making abilities and more efficient operations.&nbsp;&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-eight-strategies-for-data-analytics-implementation\"><strong>Eight strategies for data analytics implementation<\/strong><\/h4>\n\n\n\n<p>For the last 10 years, Capgemini has worked with Google Cloud Platform\u2019s data analytics services and team to serve some of the world\u2019s largest enterprises in retail, manufacturing, finance, and more to modernize data estates and leverage cloud and AI\/ML tools to extract and share actionable insights \u2013 reducing costs and increasing top-line revenue. Here are eight of our key learnings.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Create a data platform architecture that drives success. <\/strong>Everything you can achieve with cloud-based data analytics will revolve around your core platform architecture. And to function effectively, three conditions must be met.&nbsp;&nbsp;\n<ul class=\"wp-block-list\">\n<li>The ability to host all data formats: This includes real-time and batch data.&nbsp;&nbsp;<\/li>\n\n\n\n<li>The segregation of business domains: These should be linked using a common key.&nbsp;<\/li>\n\n\n\n<li>The right file format: While most data is in CSV files, better formats include Avro and Parquet, as they both provide better compression and the fastest read and write experience to the database.&nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Data ingestion must be in a common format across all domains to enable reuse. <\/strong>Cloud data systems ingest new data much more efficiently and they enable data harvesting from sources such as Google Ads and social media platforms, which provides a more holistic view into customer behavior and feedback. But data ingestion must occur in a common format across all data domains. Again, I recommend going with Avro or Parquet.&nbsp;&nbsp;<\/li>\n\n\n\n<li><strong>Use cloud-native partitioning and indexing. <\/strong>In most cases, moving data to a cloud platform is not just a lift-and-shift operation. It requires a process of data transformation that converts one style of business logic into another. Many enterprises, when moving to the cloud, look to replicate legacy partitioning and indexing to their new cloud database. However, cloud-native databases such as BigQuery and Bigtable are designed differently than many older on-premises systems. Defining the business key and the partitioning are critical for optimizing the query, which leads to lower costs.<\/li>\n\n\n\n<li><strong>Consider data security from the beginning. <\/strong>Data security is often omitted in the design phase when moving to a new platform, and this can lead to many issues down the road when the organizations have to meet security compliance objectives like GDPR and data privacy and access. Some tools integrate data security parameters right out of the box, such as Google DLP, an excellent tool to identify and secure PII data. This means data security has to be included as part of design and not bolted on as an afterthought.&nbsp;&nbsp;<\/li>\n\n\n\n<li><strong>Data lineage is key for resolving production issues, and has to be part of design. <\/strong>Data cataloging is critical to making data accessible across the entire organization. Sharing data products through a data catalog, so there is a consistent definition of the data products across all the dashboards and applications, ensures enterprise users are speaking the same language.&nbsp;<\/li>\n\n\n\n<li><strong>Enable generative AI. <\/strong>Is your analytics platform<strong> <\/strong>Gen AI-enabled? Gen AI is invaluable in helping organizations leverage the full potential of data analytics. It\u2019s also useful for unlocking new insights and reducing time to market on new use cases. For example, BigQuery can use Google\u2019s Gemini AI for more user friendly, prompt-based searches.&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>AIOps design is now available to quickly identify the core issues leading to high cloud cost and quickly deploy the solution. (For example, poorly design BigQuery SQL can be quickly highlighted for the Ops team.)&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Include FinOps and AIOps to BusinessOps. <\/strong>One of the major issues faced by customers is the high cost of moving to the cloud. This is often due to poorly designed FinOps modes, or lack of a design. FinOps has to be part of the design process so that we can then feed the usage data of the cloud services into the FinOps dashboard for active monitoring of the usage and cost parameters.<\/li>\n\n\n\n<li><strong>Understand how your data analytics platform will drive value. <\/strong>Many organizations struggle to extract business value from their data. Realizing true value depends on the following technical requirements:&nbsp;\n<ul class=\"wp-block-list\">\n<li>Data domains must be linked using business keys, and this has to be part of the design&nbsp;<\/li>\n\n\n\n<li>Designing Data-as-a-Service or Data-Products-as-a-Service allows common definitions and reduces duplications&nbsp;<\/li>\n\n\n\n<li>Data platform design must include the ability to ingest new data sources&nbsp;&nbsp;<\/li>\n\n\n\n<li>Setting lifecycles for data products is important as new variations are created&nbsp;<\/li>\n\n\n\n<li>Many successful organizations provide an end of life for a data product.&nbsp;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>The critical factor in all of this is that choosing and implementing a data analytics platform is a long-term decision. In addition to developing the right architecture and databases for the current requirements, consider future use cases your organization may face five or 10 years from now. The ideal platform is robust and flexible enough to accommodate changing needs.&nbsp;&nbsp;<\/p>\n\n\n\n<p>For customers who do not want to wait for a new design, we typically recommend a re-platforming strategy. However, many organizations are choosing to combine both a new design and a re-platforming approach to achieve the best of both worlds. And that and our other advice gives them a much better chance of joining the group of companies that realize cloud-based ambitions.&nbsp;<\/p>\n\n\n\n<p><em>Interested in exploring <\/em><em>Google Cloud Analytics data platform\u202fimplementations<\/em><em>? <\/em><a href=\"mailto:googlecloud.global@capgemini.com\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Contact us<\/em><\/a><em> for more information and an assessment.&nbsp;<\/em><em>&nbsp;<\/em>&nbsp;<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-wrapper-people-slider section section--expert-slider wrapper-people-slider undefined\"><div class=\"container\"><div class=\"content-title\"><h3 data-maxlength=\"34\">Author<\/h3><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"container\"><div class=\"slider-window\"><div class=\"slider-list\">\n\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2024\/10\/Deepak-Kumar-Arya.jpg\" alt=\"Deepak Kumar Arya\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"subnav-button--form\" href=\"javascript:void(0)\" aria-label=\"contact us\" data-bs-toggle=\"modal\" data-bs-target=\"#WPB6fcb1236_9ac8_4e53_ac1e_19a51b5d7798\" data-bs-expert-title=\"1\">\n\t\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"ico-form\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/deepak-arya-88bb677\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Deepak Kumar Arya<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>Senior Director<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"subnav-button--form\" href=\"javascript:void(0)\" aria-label=\"contact us\" data-bs-toggle=\"modal\" data-bs-target=\"#WPB6fcb1236_9ac8_4e53_ac1e_19a51b5d7798\" data-bs-expert-title=\"Deepak Kumar Arya\">\n\t\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"ico-form\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Opens in a new window\" href=\"https:\/\/www.linkedin.com\/in\/deepak-arya-88bb677\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\">Deepak is currently leading the GCP Practice, ETL, MDM, Data Governance, and all cloud delivery at Capgemini I&#038;D India, managing around 2,500 team members. Driven by new challenges, he prioritizes people connections to achieve business objectives and seeks opportunities where technology can enhance efficiencies and drive revenue.<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"modal\" id=\"WPB6fcb1236_9ac8_4e53_ac1e_19a51b5d7798\">\n\t\t\t\t\t<div class=\"modal-dialog modal-dialog-centered modal-lg modal-dialog-scrollable landing-page-modals\">\n\t\t\t\t\t\t<div class=\"modal-content\">\n\t\t\t\t\t\t\t<div class=\"modal-header\">\n\t\t\t\t\t\t\t\t<button type=\"button\" class=\"btn-close\" aria-label=\"close\" data-bs-dismiss=\"modal\"><\/button>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"modal-body\">\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_1003886_4387569\" class=\"mf_form__form row needs-validation\" action=\"\" method=\"post\" enctype=\"multipart\/form-data\" data-nosnippet>\n\n\t\t\t\t<div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_1003795_1599_2348296244\" name=\"_mf_1003795_1599\" placeholder=\"First Name\" required \/><label for=\"_mf_1003795_1599_2348296244\" class=\"form-label\">First Name <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">First Name is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_1003795_8620_317746996\" name=\"_mf_1003795_8620\" placeholder=\"Last Name\" required \/><label for=\"_mf_1003795_8620_317746996\" class=\"form-label\">Last Name <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Last Name is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"email\" class=\"form-control\" id=\"_mf_1003795_4386_2906879720\" name=\"_mf_1003795_4386\" placeholder=\"Email\" required \/><label for=\"_mf_1003795_4386_2906879720\" class=\"form-label\">Email <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Email is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_1003795_3223_3448587619\" name=\"_mf_1003795_3223\" placeholder=\"Company\" required \/><label for=\"_mf_1003795_3223_3448587619\" class=\"form-label\">Company <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Company is not valid.<\/div><\/div>\t\t<div class=\"mf_field mf_field--country mf_field--select floating form-country-select-parent mf-required\">\n\n\t\t\t<label for=\"_mf_1003795_5869_2189389934\" class=\"floating__label form-country-select-label\" data-content=\"Country\">\n\t\t\t\t<span class=\"floating-label-content\">Country<\/span>\n\t\t\t<\/label>\n\n\t\t\t<div class=\"select-wrap\">\n<i class=\"icon icon-zodiak-chevron-down\"><\/i>\n\t\t\t\t<select id=\"_mf_1003795_5869_2189389934\" class=\"mf_field__input empty mf-country-selectbox form_country_select\" name=\"_mf_1003795_5869\" data-validate=\"select\" required>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"\"  selected='selected'>Country<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AF\" >Afghanistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AX\" >Aland Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AL\" >Albania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DZ\" >Algeria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AS\" >American Samoa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AD\" >Andorra<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AO\" >Angola<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AI\" >Anguilla<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AQ\" >Antarctica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AG\" >Antigua And Barbuda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AR\" >Argentina<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AM\" >Armenia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AW\" >Aruba<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AU\" >Australia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AT\" >Austria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AZ\" >Azerbaijan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BS\" >Bahamas<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BH\" >Bahrain<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BD\" >Bangladesh<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BB\" >Barbados<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BY\" >Belarus<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BE\" >Belgium<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BZ\" >Belize<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BJ\" >Benin<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BM\" >Bermuda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BT\" >Bhutan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BO\" >Bolivia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BA\" >Bosnia And Herzegovina<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BW\" >Botswana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BV\" >Bouvet Island<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BR\" >Brazil<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IO\" >British Indian Ocean Territory<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BN\" >Brunei Darussalam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BG\" >Bulgaria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BF\" >Burkina Faso<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BI\" >Burundi<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KH\" >Cambodia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CM\" >Cameroon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CA\" >Canada<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CV\" >Cape Verde<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KY\" >Cayman Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CF\" >Central African Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TD\" >Chad<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CL\" >Chile<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CN\" >China<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CX\" >Christmas Island<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CC\" >Cocos (Keeling) Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CO\" >Colombia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KM\" >Comoros<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CG\" >Congo<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CD\" >Congo, Democratic Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CK\" >Cook Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CR\" >Costa Rica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CI\" >Cote D&#039;Ivoire<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HR\" >Croatia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CU\" >Cuba<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CY\" >Cyprus<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CZ\" >Czech Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DK\" >Denmark<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DJ\" >Djibouti<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DM\" >Dominica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DO\" >Dominican Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EC\" >Ecuador<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EG\" >Egypt<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SV\" >El Salvador<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GQ\" >Equatorial Guinea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ER\" >Eritrea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EE\" >Estonia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ET\" >Ethiopia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FK\" >Falkland Islands (Malvinas)<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FO\" >Faroe Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FJ\" >Fiji<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FI\" >Finland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FR\" >France<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GF\" >French Guiana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PF\" >French Polynesia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TF\" >French Southern Territories<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GA\" >Gabon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GM\" >Gambia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GE\" >Georgia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DE\" >Germany<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GH\" >Ghana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GI\" >Gibraltar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GR\" >Greece<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GL\" >Greenland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GD\" >Grenada<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GP\" >Guadeloupe<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GU\" >Guam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GT\" >Guatemala<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GG\" >Guernsey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GN\" >Guinea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GW\" >Guinea-Bissau<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GY\" >Guyana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HT\" >Haiti<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HM\" >Heard Island &amp; Mcdonald Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VA\" >Holy See (Vatican City State)<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HN\" >Honduras<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HK\" >Hong Kong<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HU\" >Hungary<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IS\" >Iceland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IN\" >India<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ID\" >Indonesia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IR\" >Iran, Islamic Republic Of<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IQ\" >Iraq<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IE\" >Ireland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IM\" >Isle Of Man<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IL\" >Israel<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IT\" >Italy<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JM\" >Jamaica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JP\" >Japan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JE\" >Jersey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JO\" >Jordan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KZ\" >Kazakhstan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KE\" >Kenya<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KI\" >Kiribati<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KR\" >Korea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KW\" >Kuwait<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KG\" >Kyrgyzstan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LA\" >Lao People&#039;s Democratic Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LV\" >Latvia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LB\" >Lebanon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LS\" >Lesotho<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LR\" >Liberia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LY\" >Libyan Arab Jamahiriya<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LI\" >Liechtenstein<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LT\" >Lithuania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LU\" >Luxembourg<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MO\" >Macao<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MK\" >Macedonia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MG\" >Madagascar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MW\" >Malawi<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MY\" >Malaysia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MV\" >Maldives<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ML\" >Mali<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MT\" >Malta<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MH\" >Marshall Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MQ\" >Martinique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MR\" >Mauritania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MU\" >Mauritius<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"YT\" >Mayotte<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MX\" >Mexico<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FM\" >Micronesia, Federated States Of<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MD\" >Moldova<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MC\" >Monaco<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MN\" >Mongolia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ME\" >Montenegro<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MS\" >Montserrat<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MA\" >Morocco<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MZ\" >Mozambique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MM\" >Myanmar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NA\" >Namibia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NR\" >Nauru<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NP\" >Nepal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NL\" >Netherlands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AN\" >Netherlands Antilles<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NC\" >New Caledonia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NZ\" >New Zealand<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NI\" >Nicaragua<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NE\" >Niger<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NG\" >Nigeria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NU\" >Niue<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NF\" >Norfolk Island<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MP\" >Northern Mariana Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NO\" >Norway<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"OM\" >Oman<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PK\" >Pakistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PW\" >Palau<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PS\" >Palestinian Territory, Occupied<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PA\" >Panama<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PG\" >Papua New Guinea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PY\" >Paraguay<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PE\" >Peru<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PH\" >Philippines<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PN\" >Pitcairn<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PL\" >Poland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PT\" >Portugal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PR\" >Puerto Rico<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"QA\" >Qatar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RE\" >Reunion<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RO\" >Romania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RU\" >Russian Federation<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RW\" >Rwanda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BL\" >Saint Barthelemy<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SH\" >Saint Helena<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KN\" >Saint Kitts And Nevis<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LC\" >Saint Lucia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MF\" >Saint Martin<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PM\" >Saint Pierre And Miquelon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VC\" >Saint Vincent And Grenadines<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"WS\" >Samoa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SM\" >San Marino<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ST\" >Sao Tome And Principe<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SA\" >Saudi Arabia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SN\" >Senegal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RS\" >Serbia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SC\" >Seychelles<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SL\" >Sierra Leone<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SG\" >Singapore<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SK\" >Slovakia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SI\" >Slovenia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SB\" >Solomon Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SO\" >Somalia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZA\" >South Africa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GS\" >South Georgia And Sandwich Isl.<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ES\" >Spain<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LK\" >Sri Lanka<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SD\" >Sudan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SR\" >Suriname<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SJ\" >Svalbard And Jan Mayen<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SZ\" >Swaziland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SE\" >Sweden<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CH\" >Switzerland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SY\" >Syrian Arab Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TW\" >Taiwan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TJ\" >Tajikistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TZ\" >Tanzania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TH\" >Thailand<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TL\" >Timor-Leste<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TG\" >Togo<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TK\" >Tokelau<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TO\" >Tonga<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TT\" >Trinidad And Tobago<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TN\" >Tunisia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TR\" >Turkey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TM\" >Turkmenistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TC\" >Turks And Caicos Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TV\" >Tuvalu<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UG\" >Uganda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UA\" >Ukraine<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AE\" >United Arab Emirates<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GB\" >United Kingdom<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"US\" >United States<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UM\" >United States Outlying Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UY\" >Uruguay<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UZ\" >Uzbekistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VU\" >Vanuatu<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VE\" >Venezuela<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VN\" >Viet Nam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VG\" >Virgin Islands, British<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VI\" >Virgin Islands, U.S.<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"WF\" >Wallis And Futuna<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EH\" >Western Sahara<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"YE\" >Yemen<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZM\" >Zambia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZW\" >Zimbabwe<\/option>\n\t\t\t\t\t\t\t\t\t<\/select>\n\n\t\t\t\t<div class=\"invalid-feedback-frm\" role=\"alert\">Country is not valid.<\/div>\n\t\t\t<\/div>\n\n\t\t<\/div>\n\n\t\t<script type=\"text\/javascript\">\n            jQuery(document).ready(function($) {\n                $('.mf_form__form').each(function() {\n                    var $form = $(this); \/\/ This specific form instance\n\n                    \/\/ Find the country select in this form\n                    $form.find('.form_country_select').each(function() {\n                        var $select = $(this);\n\t\t\t\t\t\tvar clickCount = 0;\n                        \/\/ On change\n                        $select.on('click', function() {\n\t\t\t\t\t\t\tclickCount++;\n\t\t\t\t\t\t\tif (clickCount === 1) {\n\t\t\t\t\t\t\t\t$(this).parent().find('.icon-zodiak-chevron-down').addClass('active');\n\t\t\t\t\t\t\t} else {\n\t\t\t\t\t\t\t\tclickCount = 0;\n\t\t\t\t\t\t\t\t$(this).parent().find('.icon-zodiak-chevron-down').removeClass('active');\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t});\n\t\t\t\t\t\t$select.on('blur', function() {\n\t\t\t\t\t\t\tclickCount = 0;\n\t\t\t\t\t\t\t$(this).parent().find('.icon-zodiak-chevron-down').removeClass('active');\n\t\t\t\t\t\t});\n                    });\n                });\n            });\n        <\/script>\n\n\t\t<div class=\"mf-field-wrapper form-floating col-sm-12\"><textarea type=\"text\" class=\"form-control\" id=\"_mf_1003795_8295_2361764145\" name=\"_mf_1003795_8295\" placeholder=\"Message\" required><\/textarea><label for=\"_mf_1003795_8295_2361764145\" class=\"form-label\">Message <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Message is not valid.<\/div><\/div>\t\t\t<div class=\"mf_field mf_field--hidden \">\n\t\t\t\t<label for=\"_mf_1003795_3685_137836546\">Page URL\t\t\t\t\t<\/label>\n\t\t\t\t<input\n\t\t\t\t\ttype=\"hidden\"\n\t\t\t\t\tid=\"_mf_1003795_3685_137836546\"\n\t\t\t\t\tclass=\"mf_field__input empty\"\n\t\t\t\t\tname=\"_mf_1003795_3685\"\n\t\t\t\t\tdata-validate=\"text\"\n\t\t\t\t\tvalue=\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/\"\n\t\t\t\t\t\t\t\t\t\/>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"mf_field mf_field--hidden \">\n\t\t\t\t<label for=\"_mf_1003886_1365_43899502\">Expert title\t\t\t\t\t<\/label>\n\t\t\t\t<input type=\"hidden\" id=\"_mf_1003886_1365_43899502\" class=\"mf_field__input empty\" name=\"_mf_1003886_1365\" data-validate=\"text\" data-hidden-field-tag=\"expert_title\" value=\"\"  \/>\n\t\t\t<\/div>\n\t\t<div class=\"mf-field-wrapper  col-sm-12\">\n\t\t<div class=\"form-check checkbox-controls\">\n\n\t\t\t<input type=\"checkbox\" id=\"_mf_1003795_8122_4041387945\" class=\"form-check-input\"\n\t\t\t\tname=\"_mf_1003795_8122[]\"\n\t\t\t\tvalue=\"1\"\n\t\t\t\trequired\n\t\t\t>\n\n\t\t\t<label for=\"_mf_1003795_8122_4041387945\" class=\"form-check-label consent-text\">\n\t\t\t\t I agree to Capgemini collecting &amp; processing my personal data to allow me to receive information on Capgemini services. For further information, please see our<a href=\"https:\/\/www.capgemini.com\/in-en\/privacy-policy\/\"> Privacy Notice<\/a>.  &nbsp;\t\t\t<\/label>\n\n\t\t<\/div>\n\t\t<\/div>\t\t\t<div class=\"mf_field mf_field--recaptcha\">\n\t\t\t\t<div class=\"g-recaptcha\" data-sitekey=\"6Lc3OpIUAAAAADY4ErEHF0HF6Tr7vuknduDU-fbl\"><\/div>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"mf_field mf_field--submit\" >\n\t\t\t\t<div class=\"slide-button-background button-background\">\n\t\t\t\t\t<label for=\"slider-submit-_mf_1003795_3011\" class=\"slide-text\">\n\t\t\t\t\t\tSlide to submit\t\t\t\t\t<\/label>\n\t\t\t\t\t<input\n\t\t\t\t\t\tid=\"slider-submit-_mf_1003795_3011\"\n\t\t\t\t\t\ttype=\"range\"\n\t\t\t\t\t\tclass=\"mf_field__input slider-frm-btn\"\n\t\t\t\t\t\trel=\"_mf_1003795_3011\"\n\t\t\t\t\t\tmin=\"0\"\n\t\t\t\t\t\tmax=\"100\"\n\t\t\t\t\t\tvalue=\"0\"\n\t\t\t\t\t\taria-label=\"Slide to submit\"\n\t\t\t\t\t\taria-describedby=\"slide-instruction-_mf_1003795_3011\"\n\t\t\t\t\t\taria-valuenow=\"0\"\n\t\t\t\t\t\taria-valuemin=\"0\"\n\t\t\t\t\t\taria-valuemax=\"100\"\n\t\t\t\t\t\taria-orientation=\"horizontal\"\n\t\t\t\t\t\trole=\"slider\"\n\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\/>\n\t\t\t\t\t<span id=\"slide-instruction-_mf_1003795_3011\" class=\"sr-only\">\n\t\t\t\t\t\tUse right arrow keys to slide, or drag right with your finger. When you reach 100 percent, the form is submitted.\t\t\t\t\t<\/span>\n\t\t\t\t\t<!-- Mobile-only submit button fallback -->\n\t\t\t\t\t<button type=\"submit\" class=\"mf-mobile-submit-btn\" disabled>\n\t\t\t\t\t\t<span class=\"sr-only\">If you use a screen reader or VoiceOver, double-tap this button to submit the form.<\/span>\n\t\t\t\t\t\tSlide to submit\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t\t<input type=\"hidden\" name=\"submit_btn_txt\" class=\"submit_btn_txt\" value=\"Slide to submit\"\/>\n\t\t\t\t<input type=\"hidden\" name=\"submitted_state_txt\" class=\"submitted_state_txt\" value=\"Submitted\"\/>\n\t\t\t<\/div>\n\t\t\t\t\t\t<input type=\"hidden\" name=\"form_id\" data-validate=\"number\" class=\"mf_form__id\" value=\"1003886\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"form_title\" class=\"mf_form__title\" value=\"generic-expert-forms\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"wp_rest_nonce\" class=\"mf_form__wp_rest_nonce\" value=\"d19530f1c6\" \/>\n\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_conditional_logic\" class=\"mf_form__title conditional_logic\" value=\"\" \/>\n\t\t\t\t\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_fields_country_dpo_field\" class=\"mf_form__title conditional_logic mf_form_fields_country_dpo_field\" value=\"\" \/>\n\n\t\t\t\t<!-- Anti-spam field -->\n\t\t\t\t<input type=\"text\" \n\t\t\t\t\tname=\"website_url\" \n\t\t\t\t\tclass=\"mf_field__url\" \n\t\t\t\t\tautocomplete=\"off\"\n\t\t\t\t\ttabindex=\"-1\"\n\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\tstyle=\"position:absolute;left:-9999px;width:1px;height:1px;opacity:0;pointer-events:none;\" \n\t\t\t\t\/>\n\t\t\t<\/form>\n\n\t\t\t<div class=\"mf_form__success\" tabindex=\"0\" role=\"alert\">\n\t\t\t\t<h3 style=\"color: #0070ad\">Thank You! We have received your form submission.<\/h3><\/p>\n\t\t\t<\/div>\n\t\t\t<div class=\"mf_form__errors\">\n\t\t\t\t<p>We are sorry, the form submission failed. Please try again.<\/p>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t<script>\n\t\t\twindow.MF_CONFIG1003886 = {\"1003886\":{\"errors\":[],\"redirect\":\"\"}};\n\t\t<\/script>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\n<\/div><\/div><\/div><div class=\"slider-nav\"><button class=\"slider-prev inactive\" aria-label=\"Slider previous\" tabindex=\"-1\"><\/button><ul class=\"slider-paginator\"><\/ul><button class=\"slider-next\" aria-label=\"Slider next\"><\/button><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":388,"featured_media":1133355,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"16dd877c-06ef-4669-8832-8325ad00aaa6\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":true,"cg_dt_link_disabled":false,"_yoast_wpseo_primary_brand":"485","_jetpack_memberships_contains_paid_content":false,"footnotes":"","featured_focal_points":""},"categories":[1],"tags":[],"brand":[485],"service":[35,245],"industry":[],"partners":[173],"blog-topic":[],"content-group":[],"class_list":["post-1133354","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","brand-capgemini","service-cloud","service-data-ai","partners-google-cloud"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Unlocking data analytics: 8 strategies for effective cloud data design and management for Google Cloud\u00a0<\/title>\n<meta name=\"description\" content=\"Leveraging enterprise data is one of the best ways to grow a business. Here are some of our best practices based on successful Google Analytics data platform\u202fimplementations.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Unlocking data analytics: 8 strategies for effective cloud data design and management for Google Cloud\u00a0\" \/>\n<meta property=\"og:description\" content=\"Leveraging enterprise data is one of the best ways to grow a business. Here are some of our best practices based on successful Google Analytics data platform\u202fimplementations.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/\" \/>\n<meta property=\"og:site_name\" content=\"Capgemini India\" \/>\n<meta property=\"article:published_time\" content=\"2024-09-30T09:12:50+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-22T07:53:02+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/10\/New-Web-preview-global.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"627\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Deepak Kumar Arya\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Unlocking data analytics: eight strategies for effective cloud data design and management for Google Cloud\u00a0\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"naveenkumarkannan\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/\",\"url\":\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/\",\"name\":\"Unlocking data analytics: 8 strategies for effective cloud data design and management for Google Cloud\u00a0\",\"isPartOf\":{\"@id\":\"https:\/\/www.capgemini.com\/in-en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2024\/10\/Analytics-Data.jpg\",\"datePublished\":\"2024-09-30T09:12:50+00:00\",\"dateModified\":\"2026-01-22T07:53:02+00:00\",\"author\":{\"@id\":\"https:\/\/www.capgemini.com\/in-en\/#\/schema\/person\/5431e26851c0d327d26d3e9558eee555\"},\"description\":\"Leveraging enterprise data is one of the best ways to grow a business. Here are some of our best practices based on successful Google Analytics data platform\u202fimplementations.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/#breadcrumb\"},\"inLanguage\":\"en-IN\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-IN\",\"@id\":\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/#primaryimage\",\"url\":\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2024\/10\/Analytics-Data.jpg\",\"contentUrl\":\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2024\/10\/Analytics-Data.jpg\",\"width\":2880,\"height\":1800},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.capgemini.com\/in-en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Unlocking data analytics: eight strategies for effective cloud data design and management for Google Cloud\u00a0\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.capgemini.com\/in-en\/#website\",\"url\":\"https:\/\/www.capgemini.com\/in-en\/\",\"name\":\"Capgemini India\",\"description\":\"Capgemini\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.capgemini.com\/in-en\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-IN\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.capgemini.com\/in-en\/#\/schema\/person\/5431e26851c0d327d26d3e9558eee555\",\"name\":\"naveenkumarkannan\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-IN\",\"@id\":\"https:\/\/www.capgemini.com\/in-en\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/01575bdf68b49df1225695b846e260e6e3694dc69c8c1649d7a695be465a5826?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/01575bdf68b49df1225695b846e260e6e3694dc69c8c1649d7a695be465a5826?s=96&d=mm&r=g\",\"caption\":\"naveenkumarkannan\"},\"url\":\"https:\/\/www.capgemini.com\/in-en\/author\/naveenkumarkannan\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Unlocking data analytics: 8 strategies for effective cloud data design and management for Google Cloud\u00a0","description":"Leveraging enterprise data is one of the best ways to grow a business. Here are some of our best practices based on successful Google Analytics data platform\u202fimplementations.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/","og_locale":"en_US","og_type":"article","og_title":"Unlocking data analytics: 8 strategies for effective cloud data design and management for Google Cloud\u00a0","og_description":"Leveraging enterprise data is one of the best ways to grow a business. Here are some of our best practices based on successful Google Analytics data platform\u202fimplementations.","og_url":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/","og_site_name":"Capgemini India","article_published_time":"2024-09-30T09:12:50+00:00","article_modified_time":"2026-01-22T07:53:02+00:00","og_image":[{"width":1200,"height":627,"url":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2025\/10\/New-Web-preview-global.jpg","type":"image\/jpeg"}],"author":"Deepak Kumar Arya","twitter_card":"summary_large_image","twitter_title":"Unlocking data analytics: eight strategies for effective cloud data design and management for Google Cloud\u00a0","twitter_misc":{"Written by":"naveenkumarkannan","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/","url":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/","name":"Unlocking data analytics: 8 strategies for effective cloud data design and management for Google Cloud\u00a0","isPartOf":{"@id":"https:\/\/www.capgemini.com\/in-en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/#primaryimage"},"image":{"@id":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/#primaryimage"},"thumbnailUrl":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2024\/10\/Analytics-Data.jpg","datePublished":"2024-09-30T09:12:50+00:00","dateModified":"2026-01-22T07:53:02+00:00","author":{"@id":"https:\/\/www.capgemini.com\/in-en\/#\/schema\/person\/5431e26851c0d327d26d3e9558eee555"},"description":"Leveraging enterprise data is one of the best ways to grow a business. Here are some of our best practices based on successful Google Analytics data platform\u202fimplementations.","breadcrumb":{"@id":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/#breadcrumb"},"inLanguage":"en-IN","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/"]}]},{"@type":"ImageObject","inLanguage":"en-IN","@id":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/#primaryimage","url":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2024\/10\/Analytics-Data.jpg","contentUrl":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2024\/10\/Analytics-Data.jpg","width":2880,"height":1800},{"@type":"BreadcrumbList","@id":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.capgemini.com\/in-en\/"},{"@type":"ListItem","position":2,"name":"Unlocking data analytics: eight strategies for effective cloud data design and management for Google Cloud\u00a0"}]},{"@type":"WebSite","@id":"https:\/\/www.capgemini.com\/in-en\/#website","url":"https:\/\/www.capgemini.com\/in-en\/","name":"Capgemini India","description":"Capgemini","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.capgemini.com\/in-en\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-IN"},{"@type":"Person","@id":"https:\/\/www.capgemini.com\/in-en\/#\/schema\/person\/5431e26851c0d327d26d3e9558eee555","name":"naveenkumarkannan","image":{"@type":"ImageObject","inLanguage":"en-IN","@id":"https:\/\/www.capgemini.com\/in-en\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/01575bdf68b49df1225695b846e260e6e3694dc69c8c1649d7a695be465a5826?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/01575bdf68b49df1225695b846e260e6e3694dc69c8c1649d7a695be465a5826?s=96&d=mm&r=g","caption":"naveenkumarkannan"},"url":"https:\/\/www.capgemini.com\/in-en\/author\/naveenkumarkannan\/"}]}},"blog_topic_info":[],"taxonomy_info":{"category":[{"id":1,"name":"Uncategorized","slug":"uncategorized"}],"brand":[{"id":485,"name":"Capgemini","slug":"capgemini"}],"service":[{"id":35,"name":"Cloud","slug":"cloud"},{"id":245,"name":"Data &amp; AI","slug":"data-ai"}],"partners":[{"id":173,"name":"Google Cloud","slug":"google-cloud"}]},"parsely":{"version":"1.1.0","canonical_url":"https:\/\/capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/","smart_links":{"inbound":0,"outbound":0},"traffic_boost_suggestions_count":0,"meta":{"@context":"https:\/\/schema.org","@type":"NewsArticle","headline":"Unlocking data analytics: eight strategies for effective cloud data design and management for Google Cloud\u00a0","url":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/","mainEntityOfPage":{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/"},"thumbnailUrl":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2024\/10\/Analytics-Data.jpg?w=150&h=150&crop=1","image":{"@type":"ImageObject","url":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2024\/10\/Analytics-Data.jpg"},"articleSection":"Uncategorized","author":[],"creator":[],"publisher":{"@type":"Organization","name":"Capgemini India","logo":""},"keywords":[],"dateCreated":"2024-09-30T09:12:50Z","datePublished":"2024-09-30T09:12:50Z","dateModified":"2026-01-22T07:53:02Z"},"rendered":"<meta name=\"parsely-title\" content=\"Unlocking data analytics: eight strategies for effective cloud data design and management for Google Cloud\u00a0\" \/>\n<meta name=\"parsely-link\" content=\"https:\/\/www.capgemini.com\/in-en\/insights\/expert-perspectives\/unlocking-data-analytics-eight-strategies-for-effective-cloud-data-design-and-management-for-google-cloud\/\" \/>\n<meta name=\"parsely-type\" content=\"post\" \/>\n<meta name=\"parsely-image-url\" content=\"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2024\/10\/Analytics-Data.jpg?w=150&amp;h=150&amp;crop=1\" \/>\n<meta name=\"parsely-pub-date\" content=\"2024-09-30T09:12:50Z\" \/>\n<meta name=\"parsely-section\" content=\"Uncategorized\" \/>","tracker_url":"https:\/\/cdn.parsely.com\/keys\/capgemini.com\/p.js"},"jetpack_featured_media_url":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2024\/10\/Analytics-Data.jpg","archive_status":false,"featured_image_src":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2024\/10\/Analytics-Data.jpg","featured_image_alt":"","jetpack_sharing_enabled":true,"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Capgemini India","distributor_original_site_url":"https:\/\/www.capgemini.com\/in-en","push-errors":false,"featured_image_url":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2024\/10\/Analytics-Data.jpg","author_title":"Deepak Kumar Arya","author_thumbnail_url":"https:\/\/www.capgemini.com\/in-en\/wp-content\/uploads\/sites\/18\/2024\/10\/Deepak-Kumar-Arya.jpg?w=140","author_thumbnail_alt":"","_links":{"self":[{"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/posts\/1133354","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/users\/388"}],"replies":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/comments?post=1133354"}],"version-history":[{"count":4,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/posts\/1133354\/revisions"}],"predecessor-version":[{"id":1144801,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/posts\/1133354\/revisions\/1144801"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/media\/1133355"}],"wp:attachment":[{"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/media?parent=1133354"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/categories?post=1133354"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/tags?post=1133354"},{"taxonomy":"brand","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/brand?post=1133354"},{"taxonomy":"service","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/service?post=1133354"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/industry?post=1133354"},{"taxonomy":"partners","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/partners?post=1133354"},{"taxonomy":"blog-topic","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/blog-topic?post=1133354"},{"taxonomy":"content-group","embeddable":true,"href":"https:\/\/www.capgemini.com\/in-en\/wp-json\/wp\/v2\/content-group?post=1133354"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}