{"id":19479,"date":"2024-02-09T11:24:41","date_gmt":"2024-02-09T11:24:41","guid":{"rendered":"https:\/\/stage.cloudthat.com\/training\/?post_type=stm-courses&#038;p=19479"},"modified":"2025-03-19T07:51:01","modified_gmt":"2025-03-19T07:51:01","slug":"data-warehousing-with-bigquery","status":"publish","type":"stm-courses","link":"https:\/\/stage.cloudthat.com\/training\/google-cloud-certification\/data-warehousing-with-bigquery","title":{"rendered":"Data Warehousing with BigQuery"},"content":{"rendered":"<p><span data-contrast=\"none\">In Data Warehousing with BigQuery: Storage Design, Query Optimization, and Administration course, through a blend of engaging lectures, hands-on demos, and practical labs, you&#8217;ll gain the expertise to build, manage, and optimize your data warehouse for maximum performance and efficiency; you master these skills:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"38\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Demystify the inner workings of BigQuery and understand how it scales to handle massive datasets.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"38\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Learn best practices for structuring data for efficient ingestion, storage, and querying.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"38\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">Discover powerful techniques to accelerate queries and maximize data retrieval speed.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"38\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"none\">Gain control over resource allocation and ensure smooth performance even under high demand.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"38\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"none\">Leverage valuable tools to track BigQuery activity and identify potential issues.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"38\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"6\" data-aria-level=\"1\"><span data-contrast=\"none\">Understand the different pricing options and make informed decisions for cost-effective data warehousing.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"38\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"7\" data-aria-level=\"1\"><span data-contrast=\"none\">Implement robust security measures to protect your sensitive data within BigQuery.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"38\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"8\" data-aria-level=\"1\"><span data-contrast=\"none\">Automate routine tasks and workflows for effortless data pipeline management.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"38\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"9\" data-aria-level=\"1\"><span data-contrast=\"none\">Leverage the power of machine learning directly within BigQuery to extract hidden insights from your data.<\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>In Data Warehousing with BigQuery: Storage Design, Query Optimization, and Administration course, through a blend of engaging lectures, hands-on demos, and practical labs, you&#8217;ll gain the expertise to build, manage, and optimize your data warehouse for maximum performance and efficiency; you master these skills:\u00a0 Demystify the inner workings of BigQuery and understand how it scales [&hellip;]<\/p>\n","protected":false},"author":13,"featured_media":12394,"template":"","meta":{"footnotes":""},"stm_lms_course_taxonomy":[58],"metadata":{"stm_lms_product_id":["19480"],"_edit_lock":["1742370568:2"],"_edit_last":["2"],"permalink_customizer":["google-cloud-certification\/data-warehousing-with-bigquery"],"permalink_customizer_regenerate_status":["1"],"_wp_page_template":["default"],"price":["29900"],"wpdocs-meta-bdt":["38999"],"wpdocs-meta-gbp":["999"],"wpdocs-meta-usd":["1199"],"_yoast_wpseo_estimated-reading-time-minutes":["1"],"_yoast_wpseo_wordproof_timestamp":[""],"popular_course":["0"],"_popular_course":["field_64253688bc2e5"],"educational_schema":[""],"_educational_schema":["field_652fbbf6f589a"],"course_banner_image":[""],"_course_banner_image":["field_63c69a6b81cf1"],"mobile_banner_image":[""],"_mobile_banner_image":["field_63cf93896d207"],"banner_link":[""],"_banner_link":["field_63c69a9681cf2"],"banner_image":[""],"_banner_image":["field_621873548f922"],"banner_description":["Embark on a comprehensive journey into the heart of BigQuery! This course delves deep into this powerful data warehouse architecture, design, and optimization. "],"_banner_description":["field_612c733ed3564"],"overview_section_heading":["Course Overview:"],"_overview_section_heading":["field_64538867ffdd0"],"after_completing_course_heading":["Data Warehousing with BigQuery - What You'll Learn:  "],"_after_completing_course_heading":["field_645c78ade3f50"],"after_completing_course":["9"],"_after_completing_course":["field_6103aae828228"],"key_features_heading":["Data Warehousing with BigQuery: Key Features"],"_key_features_heading":["field_645388ceffdd1"],"key_features":["6"],"_key_features":["field_6103aaff28229"],"who_should_attend_heading":["Who Should Attend this Course, \"Data Warehousing with BigQuery\": "],"_who_should_attend_heading":["field_645388faffdd2"],"who_should_attend":["1"],"_who_should_attend":["field_6103ab0d2822a"],"prerequisites_heading":["What are the prerequisites for the training?"],"_prerequisites_heading":["field_64538a51ffdd3"],"prerequisites_text":["<ul> To get the most out of this course, participants should have: <\/ul>\r\n<li>Knowledge of Big Data and Machine Learning Fundamentals <\/li>"],"_prerequisites_text":["field_612c7498c4b84"],"category_features_heading":[""],"_category_features_heading":["field_644b8ff35049c"],"category_features_features":[""],"_category_features_features":["field_644b90025049d"],"category_features_cta_text":[""],"_category_features_cta_text":["field_644b90285049f"],"category_features_cta_link":[""],"_category_features_cta_link":["field_644b902d504a0"],"category_features":[""],"_category_features":["field_644b8fe15049b"],"course_features_0_heading":["Learning objective of the course:"],"_course_features_0_heading":["field_644a0fae0e67e"],"course_features_0_features_list":["6"],"_course_features_0_features_list":["field_644a0fb70e67f"],"course_features_0_background_color":["a:1:{i:0;s:4:\"blue\";}"],"_course_features_0_background_color":["field_644a0fde0e681"],"course_features":["2"],"_course_features":["field_644a0fa10e67d"],"certification_heading":[""],"_certification_heading":["field_64538bffffdd5"],"certification":[""],"_certification":["field_6103ab1a2822b"],"about_trainer":[""],"_about_trainer":["field_6103ab6c2822f"],"course_fee_heading":[""],"_course_fee_heading":["field_64538c1cffdd6"],"course_fee_list":[""],"_course_fee_list":["field_6103abb728234"],"brochure_pdf":["21364"],"_brochure_pdf":["field_61232e258f89b"],"trainer":[""],"_trainer":["field_6124990e13784"],"course_outline_heading":["Course modules: "],"_course_outline_heading":["field_64538a8effdd4"],"course_section":["11"],"_course_section":["field_612f4f27b0276"],"note_section":[""],"_note_section":["field_616d3ed46bbd2"],"popular_sort":[""],"_popular_sort":["field_6172496402af3"],"related_courses":["a:3:{i:0;s:4:\"8287\";i:1;s:5:\"11865\";i:2;s:5:\"11538\";}"],"_related_courses":["field_61c453ca6b2dd"],"reviews_heading":[""],"_reviews_heading":["field_64538c39ffdd7"],"review_rating":[""],"_review_rating":["field_62a813a92bee6"],"total_review_count":["2833"],"_total_review_count":["field_62b002d8d2de5"],"average_review_count":["4"],"_average_review_count":["field_62b00367d2de6"],"faq_heading":[""],"_faq_heading":["field_64538c59ffdd8"],"curriculum":[""],"featured":[""],"views":["1125"],"level":["intermediate"],"current_students":["0"],"duration_info":["3 Days"],"video_duration":[""],"status":[""],"status_dates":[""],"not_single_sale":[""],"sale_price":[""],"sale_price_dates":[""],"enterprise_price":[""],"not_membership":[""],"affiliate_course":[""],"affiliate_course_text":[""],"affiliate_course_link":[""],"expiration_course":[""],"end_time":[""],"drip_content":[""],"prerequisites":[""],"prerequisite_passing_level":[""],"announcement":[""],"faq":["[{\"question\":\" Is this course for beginners or experienced data professionals? \",\"answer\":\"This course is designed for intermediate-level data analysts, data scientists, data engineers, and developers who already have some foundational knowledge of BigQuery and data warehousing concepts. \"},{\"question\":\"What specific skills will I learn? \",\"answer\":\"You'll master several critical skills, including: \\n\\nDemystifying BigQuery architecture and scaling for massive datasets. \\n\\nDesigning optimal storage and schema patterns for efficient data ingestion, storage, and querying. \\n\\nImplementing DML and scheduling data transfers seamlessly. \\n\\nOptimizing query performance and maximizing read efficiency. \\n\\nManaging capacity and automating workloads for smooth operation. \\n\\nIdentifying patterns and anti-patterns for optimized queries. \\n\\nLeveraging logging and monitoring tools for optimal BigQuery setup. \\n\\nImplementing robust security best practices for data protection. \\n\\nBuilding and deploying machine learning models with BigQuery ML for deeper data insights. \"},{\"question\":\"What are the course outcomes? \",\"answer\":\"By the end of the course, you'll be able to: \\n\\nDesign, build, and manage a high-performance BigQuery data warehouse. \\n\\nOptimize data ingestion, storage, and retrieval for maximum efficiency. \\n\\nSecure your data and resources with robust security measures. \\n\\nAutomate data pipeline management and workloads. \\n\\nLeverage BigQuery ML to unlock hidden insights from your data. \\n\\nMake informed decisions based on data-driven insights. \"},{\"question\":\"What are the prerequisites?\",\"answer\":\"A basic understanding of Big Data and Machine Learning Fundamentals is recommended. \"},{\"question\":\"Why Master BigQuery with CloudThat? \",\"answer\":\"Become a GCP Powerhouse: Our Authorized Trainers, recognized industry experts, deliver in-depth knowledge and practical experience for a career boost. \\n\\nLearn by Doing: Immerse yourself in hands-on labs, real-world projects, and case studies to solidify your skills and become a confident BigQuery architect. \\n\\nFind Your Perfect Path: We offer customized learning paths for beginners, intermediates, and advanced learners, ensuring your training meets your specific needs. \\n\\nStay Engaged, Stay Ahead: Experience interactive learning with diverse methods and personalized mentorship, keeping you motivated and up-to-date. \\n\\nLaunch Your Career: We go beyond training with resume building, interview prep, and networking opportunities to help you land your dream GCP job. \\n\\nFuture-Proof Your Skills: Our curriculum is constantly updated with the latest industry trends and best practices, ensuring you stay ahead of the curve. \\n\\nJoin a Community of Success: Benefit from positive reviews and testimonials from past learners who have mastered BigQuery with CloudThat. \\n\\nChoose CloudThat and unlock your full potential as a BigQuery master. Invest in your future, one data-driven insight at a time. \"}]"],"course_files_pack":[""],"course_certificate":[""],"type":[""],"video_type":[""],"presto_player_idx":[""],"lesson_video":[""],"lesson_video_poster":[""],"lesson_video_width":[""],"lesson_shortcode":[""],"lesson_embed_ctx":[""],"lesson_youtube_url":[""],"lesson_stream_url":[""],"lesson_vimeo_url":[""],"lesson_ext_link_url":[""],"duration":[""],"preview":[""],"lesson_excerpt":[""],"lesson_files_pack":[""],"questions":[""],"quiz_style":[""],"duration_measure":[""],"correct_answer":[""],"passing_grade":[""],"re_take_cut":[""],"random_questions":[""],"answers":[""],"question_explanation":[""],"question_view_type":[""],"review_course":[""],"review_user":[""],"review_mark":[""],"order":[""],"absolute":[""],"sticky":[""],"sticky_threshold":[""],"sticky_threshold_color":[""],"stm_agenda":[""],"stm_host":[""],"stm_select_approved_denied":[""],"stm_multiselect_approved":[""],"stm_multiselect_denied":[""],"stm_date":[""],"stm_time":[""],"stm_timezone":[""],"stm_duration":[""],"stm_password":[""],"stm_waiting_room":[""],"stm_join_before_host":[""],"stm_host_join_start":[""],"stm_start_after_participants":[""],"stm_mute_participants":[""],"stm_enforce_login":[""],"stm_alternative_hosts":[""],"author_id":[""],"emails":[""],"_yoast_wpseo_primary_stm_lms_course_taxonomy":["58"],"_thumbnail_id":["12394"],"sale_price_dates_start":[""],"sale_price_dates_end":[""],"after_completing_course_0_desciption":["Delve into the intricate architecture of BigQuery, understanding how it scales effortlessly to handle vast data volumes. "],"_after_completing_course_0_desciption":["field_6103ad2f9f5b2"],"after_completing_course_1_desciption":["Master optimal storage and schema design patterns to ensure lightning-fast data ingestion, efficient storage, and blazing-quick queries. "],"_after_completing_course_1_desciption":["field_6103ad2f9f5b2"],"after_completing_course_2_desciption":["Implement data manipulation language (DML) and schedule data transfers like a pro, seamlessly feeding your BigQuery warehouse with valuable information. "],"_after_completing_course_2_desciption":["field_6103ad2f9f5b2"],"after_completing_course_3_desciption":["Discover best practices to skyrocket read efficiency and optimize query performance, leaving slow data retrieval in the dust. "],"_after_completing_course_3_desciption":["field_6103ad2f9f5b2"],"after_completing_course_4_desciption":["Take control of your data warehouse by mastering capacity management and automating workloads for smooth operation, even under heavy demand. "],"_after_completing_course_4_desciption":["field_6103ad2f9f5b2"],"after_completing_course_5_desciption":["Patterns and Anti-Patterns: Recognize the secret sauce of optimized queries and identify anti-patterns to eliminate roadblocks and maximize read performance. "],"_after_completing_course_5_desciption":["field_6103ad2f9f5b2"],"after_completing_course_6_desciption":["Leverage logging and monitoring tools to gain deep understanding of your usage patterns and fine-tune your BigQuery setup for optimal efficiency. "],"_after_completing_course_6_desciption":["field_6103ad2f9f5b2"],"after_completing_course_7_desciption":["Apply robust security best practices to ensure your data and resources are always under lock and key. "],"_after_completing_course_7_desciption":["field_6103ad2f9f5b2"],"after_completing_course_8_desciption":["Build and deploy powerful machine learning models across various categories with BigQuery ML, unlocking hidden insights from your data and propelling your analysis to new heights. "],"_after_completing_course_8_desciption":["field_6103ad2f9f5b2"],"key_features_0_lists":["Our Google Cloud Platform training modules have 50% - 60% hands-on lab sessions to encourage Thinking-Based Learning (TBL)."],"_key_features_0_lists":["field_6103ad559f5b3"],"key_features_1_lists":["Interactive-rich virtual and face-to-face classroom teaching to inculcate Problem-Based Learning (PBL)."],"_key_features_1_lists":["field_6103ad559f5b3"],"key_features_2_lists":["GCP-certified instructor-led training and mentoring sessions to develop Competency-Based Learning (CBL)."],"_key_features_2_lists":["field_6103ad559f5b3"],"key_features_3_lists":["Well-structured <a class=\"a_color\" href=\" https:\/\/www.cloudthat.com\/resources\/blog\/cloud-data-warehousing-solution-using-google-bigquery\">Case Studies<\/a> to simulate challenges encountered in a Real-World environment during Google Cloud Platform training."],"_key_features_3_lists":["field_6103ad559f5b3"],"key_features_4_lists":["Integrated teaching assistance and support through an experts-designed Learning Management System (LMS) and ExamReady platform."],"_key_features_4_lists":["field_6103ad559f5b3"],"key_features_5_lists":["Being an official Google Cloud Platform Training Partner, we offer authored curricula aligned with industry standards."],"_key_features_5_lists":["field_6103ad559f5b3"],"who_should_attend_0_attend_lists":["Data analysts, data scientists, data engineers, and developers who perform work on a scale that requires advanced BigQuery internals knowledge to optimize. "],"_who_should_attend_0_attend_lists":["field_6103adfb3f3e4"],"course_features_0_features_list_0_list":["Design high-performance BigQuery data warehouses optimized for massive data volumes. "],"_course_features_0_features_list_0_list":["field_644a0fc80e680"],"course_features_0_features_list_1_list":["Supercharge queries with best practices for lightning-fast data retrieval and minimal slowdown. "],"_course_features_0_features_list_1_list":["field_644a0fc80e680"],"course_features_0_features_list_2_list":["Master data pipeline management with seamless data ingestion, automation, and scheduling. "],"_course_features_0_features_list_2_list":["field_644a0fc80e680"],"course_features_0_features_list_3_list":["Allocate resources like a pro, ensuring smooth BigQuery operation even under peak demand. "],"_course_features_0_features_list_3_list":["field_644a0fc80e680"],"course_features_0_features_list_4_list":["Implement robust security measures to safeguard your data within the BigQuery fortress. "],"_course_features_0_features_list_4_list":["field_644a0fc80e680"],"course_features_0_features_list_5_list":["Unlock hidden insights with BigQuery ML and build powerful machine learning models for advanced data analysis. "],"_course_features_0_features_list_5_list":["field_644a0fc80e680"],"course_features_1_heading":["Why choose CloudThat as a \"Data Warehousing with BigQuery \" training partner? "],"_course_features_1_heading":["field_644a0fae0e67e"],"course_features_1_features_list_0_list":["Specialized GCP Focus: CloudThat specializes in cloud technologies, offering focused and specialized training programs. We are Authorized Trainers for the Google Cloud Platform. This specialization ensures in-depth coverage of GCP services, use cases, best practices, and hands-on experience explicitly tailored for GCP. "],"_course_features_1_features_list_0_list":["field_644a0fc80e680"],"course_features_1_features_list_1_list":["Industry-Recognized Trainers: CloudThat has a strong pool of industry-recognized trainers certified by GCP. These trainers bring real-world experience and practical insights into the training sessions, comprehensively understanding how GCP is applied in different industries and scenarios. "],"_course_features_1_features_list_1_list":["field_644a0fc80e680"],"course_features_1_features_list_2_list":["Hands-On Learning Approach: CloudThat emphasizes a hands-on learning approach. Learners can access practical labs, real-world projects, and case studies that simulate actual GCP environments. This approach allows learners to apply theoretical knowledge in practical scenarios, enhancing their understanding and skill set. "],"_course_features_1_features_list_2_list":["field_644a0fc80e680"],"course_features_1_features_list_3_list":["Customized Learning Paths: CloudThat understands that learners have different levels of expertise and varied learning objectives. We offer customized learning paths, catering to beginners, intermediate learners, and professionals seeking advanced GCP skills.  "],"_course_features_1_features_list_3_list":["field_644a0fc80e680"],"course_features_1_features_list_4_list":["Interactive Learning Experience: CloudThat's training programs are designed to be interactive and engaging. We utilize various teaching methodologies like live sessions, group discussions, quizzes, and mentorship to keep learners engaged and motivated throughout the course. "],"_course_features_1_features_list_4_list":["field_644a0fc80e680"],"course_features_1_features_list_5_list":["Placement Assistance and Career Support: CloudThat often provides placement assistance and career support services. This includes resume building, interview preparation, and connecting learners with job opportunities through our network of industry partners and companies looking for GCP-certified professionals. "],"_course_features_1_features_list_5_list":["field_644a0fc80e680"],"course_features_1_features_list_6_list":["Continuous Learning and Updates: CloudThat ensures that our course content is regularly updated to reflect the latest trends, updates, and best practices within the GCP ecosystem. This commitment to keeping the content current enables learners to stay ahead in their GCP knowledge. "],"_course_features_1_features_list_6_list":["field_644a0fc80e680"],"course_features_1_features_list_7_list":["Positive Reviews and Testimonials: Reviews and testimonials from past learners can strongly indicate the quality of training provided. You can Check feedback and reviews about our GCP courses that can provide potential learners with insights into the effectiveness and value of the training."],"_course_features_1_features_list_7_list":["field_644a0fc80e680"],"course_features_1_features_list":["8"],"_course_features_1_features_list":["field_644a0fb70e67f"],"course_features_1_background_color":["a:1:{i:0;s:5:\"white\";}"],"_course_features_1_background_color":["field_644a0fde0e681"],"course_section_0_module_title":["BigQuery Architecture Fundamentals "],"_course_section_0_module_title":["field_612f5535940c3"],"course_section_0_module_description":[""],"_course_section_0_module_description":["field_612f564c921af"],"course_section_0_section_0_title":["Topics: \t "],"_course_section_0_section_0_title":["field_612f5233b0278"],"course_section_0_section_0_lesson_list_0_lession_title":["Introduction "],"_course_section_0_section_0_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_0_section_0_lesson_list_1_lession_title":["BigQuery Core Infrastructure "],"_course_section_0_section_0_lesson_list_1_lession_title":["field_612f533b0ac41"],"course_section_0_section_0_lesson_list_2_lession_title":["BigQuery Storage "],"_course_section_0_section_0_lesson_list_2_lession_title":["field_612f533b0ac41"],"course_section_0_section_0_lesson_list_3_lession_title":["BigQuery Query Processing "],"_course_section_0_section_0_lesson_list_3_lession_title":["field_612f533b0ac41"],"course_section_0_section_0_lesson_list_4_lession_title":["BigQuery Data Shuffling "],"_course_section_0_section_0_lesson_list_4_lession_title":["field_612f533b0ac41"],"course_section_0_section_0_lesson_list":["5"],"_course_section_0_section_0_lesson_list":["field_612f530a0ac40"],"course_section_0_section_1_title":["Activities: "],"_course_section_0_section_1_title":["field_612f5233b0278"],"course_section_0_section_1_lesson_list_0_lession_title":["Labs and demos "],"_course_section_0_section_1_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_0_section_1_lesson_list":["1"],"_course_section_0_section_1_lesson_list":["field_612f530a0ac40"],"course_section_0_section":["2"],"_course_section_0_section":["field_612f51e6b0277"],"course_section_1_module_title":["Storage and Schema Optimizations "],"_course_section_1_module_title":["field_612f5535940c3"],"course_section_1_module_description":[""],"_course_section_1_module_description":["field_612f564c921af"],"course_section_1_section_0_title":["Topics: \t "],"_course_section_1_section_0_title":["field_612f5233b0278"],"course_section_1_section_0_lesson_list_0_lession_title":["BigQuery Storage "],"_course_section_1_section_0_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_1_section_0_lesson_list_1_lession_title":["Partitioning and Clustering "],"_course_section_1_section_0_lesson_list_1_lession_title":["field_612f533b0ac41"],"course_section_1_section_0_lesson_list_2_lession_title":["Nested and Repeated Fields "],"_course_section_1_section_0_lesson_list_2_lession_title":["field_612f533b0ac41"],"course_section_1_section_0_lesson_list_3_lession_title":["ARRAY and STRUCT syntax "],"_course_section_1_section_0_lesson_list_3_lession_title":["field_612f533b0ac41"],"course_section_1_section_0_lesson_list_4_lession_title":["Best Practices  "],"_course_section_1_section_0_lesson_list_4_lession_title":["field_612f533b0ac41"],"course_section_1_section_0_lesson_list":["5"],"_course_section_1_section_0_lesson_list":["field_612f530a0ac40"],"course_section_1_section_1_title":["Activities: "],"_course_section_1_section_1_title":["field_612f5233b0278"],"course_section_1_section_1_lesson_list_0_lession_title":["Labs and demos "],"_course_section_1_section_1_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_1_section_1_lesson_list":["1"],"_course_section_1_section_1_lesson_list":["field_612f530a0ac40"],"course_section_1_section":["2"],"_course_section_1_section":["field_612f51e6b0277"],"course_section_2_module_title":["Ingesting Data"],"_course_section_2_module_title":["field_612f5535940c3"],"course_section_2_module_description":[""],"_course_section_2_module_description":["field_612f564c921af"],"course_section_2_section_0_title":["Topics: \t "],"_course_section_2_section_0_title":["field_612f5233b0278"],"course_section_2_section_0_lesson_list_0_lession_title":["Data Ingestion Options "],"_course_section_2_section_0_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_2_section_0_lesson_list_1_lession_title":["Batch Ingestion "],"_course_section_2_section_0_lesson_list_1_lession_title":["field_612f533b0ac41"],"course_section_2_section_0_lesson_list_2_lession_title":["Streaming Ingestion "],"_course_section_2_section_0_lesson_list_2_lession_title":["field_612f533b0ac41"],"course_section_2_section_0_lesson_list_3_lession_title":["Legacy Streaming API "],"_course_section_2_section_0_lesson_list_3_lession_title":["field_612f533b0ac41"],"course_section_2_section_0_lesson_list_4_lession_title":["BigQuery Storage Write API "],"_course_section_2_section_0_lesson_list_4_lession_title":["field_612f533b0ac41"],"course_section_2_section_0_lesson_list_5_lession_title":["Query Materialization "],"_course_section_2_section_0_lesson_list_5_lession_title":["field_612f533b0ac41"],"course_section_2_section_0_lesson_list_6_lession_title":["Query External Data Sources "],"_course_section_2_section_0_lesson_list_6_lession_title":["field_612f533b0ac41"],"course_section_2_section_0_lesson_list_7_lession_title":["Data Transfer Service "],"_course_section_2_section_0_lesson_list_7_lession_title":["field_612f533b0ac41"],"course_section_2_section_0_lesson_list":["8"],"_course_section_2_section_0_lesson_list":["field_612f530a0ac40"],"course_section_2_section_1_title":["Activities: "],"_course_section_2_section_1_title":["field_612f5233b0278"],"course_section_2_section_1_lesson_list_0_lession_title":["Labs and demos "],"_course_section_2_section_1_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_2_section_1_lesson_list":["1"],"_course_section_2_section_1_lesson_list":["field_612f530a0ac40"],"course_section_2_section":["2"],"_course_section_2_section":["field_612f51e6b0277"],"course_section_3_module_title":["Changing Data "],"_course_section_3_module_title":["field_612f5535940c3"],"course_section_3_module_description":[""],"_course_section_3_module_description":["field_612f564c921af"],"course_section_3_section_0_title":["Topics: \t "],"_course_section_3_section_0_title":["field_612f5233b0278"],"course_section_3_section_0_lesson_list_0_lession_title":["Managing Change in Data Warehouses "],"_course_section_3_section_0_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_3_section_0_lesson_list_1_lession_title":["Handling Slowly Changing Dimensions (SCD) "],"_course_section_3_section_0_lesson_list_1_lession_title":["field_612f533b0ac41"],"course_section_3_section_0_lesson_list_2_lession_title":["DML statements "],"_course_section_3_section_0_lesson_list_2_lession_title":["field_612f533b0ac41"],"course_section_3_section_0_lesson_list_3_lession_title":["DML Best Practices and Common Issues "],"_course_section_3_section_0_lesson_list_3_lession_title":["field_612f533b0ac41"],"course_section_3_section_0_lesson_list":["4"],"_course_section_3_section_0_lesson_list":["field_612f530a0ac40"],"course_section_3_section":["1"],"_course_section_3_section":["field_612f51e6b0277"],"course_section_4_module_title":[" Improving Read Performance "],"_course_section_4_module_title":["field_612f5535940c3"],"course_section_4_module_description":[""],"_course_section_4_module_description":["field_612f564c921af"],"course_section_4_section_0_title":["Topics: "],"_course_section_4_section_0_title":["field_612f5233b0278"],"course_section_4_section_0_lesson_list_0_lession_title":["BigQuery\u2019s Cache "],"_course_section_4_section_0_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_4_section_0_lesson_list_1_lession_title":["Materialized Views "],"_course_section_4_section_0_lesson_list_1_lession_title":["field_612f533b0ac41"],"course_section_4_section_0_lesson_list_2_lession_title":["BI Engine "],"_course_section_4_section_0_lesson_list_2_lession_title":["field_612f533b0ac41"],"course_section_4_section_0_lesson_list_3_lession_title":["High Throughput Reads "],"_course_section_4_section_0_lesson_list_3_lession_title":["field_612f533b0ac41"],"course_section_4_section_0_lesson_list_4_lession_title":["BigQuery Storage Read API "],"_course_section_4_section_0_lesson_list_4_lession_title":["field_612f533b0ac41"],"course_section_4_section_0_lesson_list":["5"],"_course_section_4_section_0_lesson_list":["field_612f530a0ac40"],"course_section_4_section_1_title":["Activities: \t "],"_course_section_4_section_1_title":["field_612f5233b0278"],"course_section_4_section_1_lesson_list_0_lession_title":["Labs and demos "],"_course_section_4_section_1_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_4_section_1_lesson_list":["1"],"_course_section_4_section_1_lesson_list":["field_612f530a0ac40"],"course_section_4_section":["2"],"_course_section_4_section":["field_612f51e6b0277"],"course_section_5_module_title":["Optimizing and Troubleshooting Queries "],"_course_section_5_module_title":["field_612f5535940c3"],"course_section_5_module_description":[""],"_course_section_5_module_description":["field_612f564c921af"],"course_section_5_section_0_title":["Topics: \t "],"_course_section_5_section_0_title":["field_612f5233b0278"],"course_section_5_section_0_lesson_list_0_lession_title":["Topics: \t   Simple Query Execution "],"_course_section_5_section_0_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_5_section_0_lesson_list_1_lession_title":["SELECTs and Aggregation "],"_course_section_5_section_0_lesson_list_1_lession_title":["field_612f533b0ac41"],"course_section_5_section_0_lesson_list_2_lession_title":["JOINs and Skewed JOINs "],"_course_section_5_section_0_lesson_list_2_lession_title":["field_612f533b0ac41"],"course_section_5_section_0_lesson_list_3_lession_title":["Filtering and Ordering "],"_course_section_5_section_0_lesson_list_3_lession_title":["field_612f533b0ac41"],"course_section_5_section_0_lesson_list_4_lession_title":["Best Practices for Functions "],"_course_section_5_section_0_lesson_list_4_lession_title":["field_612f533b0ac41"],"course_section_5_section_0_lesson_list":["5"],"_course_section_5_section_0_lesson_list":["field_612f530a0ac40"],"course_section_5_section_1_title":["Activities: "],"_course_section_5_section_1_title":["field_612f5233b0278"],"course_section_5_section_1_lesson_list_0_lession_title":["Labs and demos "],"_course_section_5_section_1_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_5_section_1_lesson_list":["1"],"_course_section_5_section_1_lesson_list":["field_612f530a0ac40"],"course_section_5_section":["2"],"_course_section_5_section":["field_612f51e6b0277"],"course_section_6_module_title":["Workload Management and Pricing "],"_course_section_6_module_title":["field_612f5535940c3"],"course_section_6_module_description":[""],"_course_section_6_module_description":["field_612f564c921af"],"course_section_6_section_0_title":["Topics: \t "],"_course_section_6_section_0_title":["field_612f5233b0278"],"course_section_6_section_0_lesson_list_0_lession_title":["BigQuery Slots "],"_course_section_6_section_0_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_6_section_0_lesson_list_1_lession_title":["Pricing Models and Estimates "],"_course_section_6_section_0_lesson_list_1_lession_title":["field_612f533b0ac41"],"course_section_6_section_0_lesson_list_2_lession_title":["Slot Reservations "],"_course_section_6_section_0_lesson_list_2_lession_title":["field_612f533b0ac41"],"course_section_6_section_0_lesson_list_3_lession_title":["Controlling Costs "],"_course_section_6_section_0_lesson_list_3_lession_title":["field_612f533b0ac41"],"course_section_6_section_0_lesson_list":["4"],"_course_section_6_section_0_lesson_list":["field_612f530a0ac40"],"course_section_6_section_1_title":["Activities: \t "],"_course_section_6_section_1_title":["field_612f5233b0278"],"course_section_6_section_1_lesson_list_0_lession_title":["Demos "],"_course_section_6_section_1_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_6_section_1_lesson_list":["1"],"_course_section_6_section_1_lesson_list":["field_612f530a0ac40"],"course_section_6_section":["2"],"_course_section_6_section":["field_612f51e6b0277"],"course_section_7_module_title":["Logging and Monitoring "],"_course_section_7_module_title":["field_612f5535940c3"],"course_section_7_module_description":[""],"_course_section_7_module_description":["field_612f564c921af"],"course_section_7_section_0_title":["Topics: \t "],"_course_section_7_section_0_title":["field_612f5233b0278"],"course_section_7_section_0_lesson_list_0_lession_title":["Cloud Monitoring "],"_course_section_7_section_0_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_7_section_0_lesson_list_1_lession_title":["BigQuery Admin Panel "],"_course_section_7_section_0_lesson_list_1_lession_title":["field_612f533b0ac41"],"course_section_7_section_0_lesson_list_2_lession_title":["Cloud Audit Logs "],"_course_section_7_section_0_lesson_list_2_lession_title":["field_612f533b0ac41"],"course_section_7_section_0_lesson_list_3_lession_title":["INFORMATION_SCHEMA "],"_course_section_7_section_0_lesson_list_3_lession_title":["field_612f533b0ac41"],"course_section_7_section_0_lesson_list_4_lession_title":["Query Path and Common Errors "],"_course_section_7_section_0_lesson_list_4_lession_title":["field_612f533b0ac41"],"course_section_7_section_0_lesson_list":["5"],"_course_section_7_section_0_lesson_list":["field_612f530a0ac40"],"course_section_7_section_1_title":["Activities: \t "],"_course_section_7_section_1_title":["field_612f5233b0278"],"course_section_7_section_1_lesson_list_0_lession_title":["Labs & Demos "],"_course_section_7_section_1_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_7_section_1_lesson_list":["1"],"_course_section_7_section_1_lesson_list":["field_612f530a0ac40"],"course_section_7_section":["2"],"_course_section_7_section":["field_612f51e6b0277"],"course_section_8_module_title":[" Security in BigQuery "],"_course_section_8_module_title":["field_612f5535940c3"],"course_section_8_module_description":[""],"_course_section_8_module_description":["field_612f564c921af"],"course_section_8_section_0_title":["Topics: \t "],"_course_section_8_section_0_title":["field_612f5233b0278"],"course_section_8_section_0_lesson_list_0_lession_title":["Secure Resources with IAM "],"_course_section_8_section_0_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_8_section_0_lesson_list_1_lession_title":["Authorized Views "],"_course_section_8_section_0_lesson_list_1_lession_title":["field_612f533b0ac41"],"course_section_8_section_0_lesson_list_2_lession_title":["Secure Data with Classification "],"_course_section_8_section_0_lesson_list_2_lession_title":["field_612f533b0ac41"],"course_section_8_section_0_lesson_list_3_lession_title":["Encryption "],"_course_section_8_section_0_lesson_list_3_lession_title":["field_612f533b0ac41"],"course_section_8_section_0_lesson_list_4_lession_title":["Data Discovery and Governance "],"_course_section_8_section_0_lesson_list_4_lession_title":["field_612f533b0ac41"],"course_section_8_section_0_lesson_list":["5"],"_course_section_8_section_0_lesson_list":["field_612f530a0ac40"],"course_section_8_section_1_title":["Activities: \t "],"_course_section_8_section_1_title":["field_612f5233b0278"],"course_section_8_section_1_lesson_list_0_lession_title":["Labs & Demos "],"_course_section_8_section_1_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_8_section_1_lesson_list":["1"],"_course_section_8_section_1_lesson_list":["field_612f530a0ac40"],"course_section_8_section":["2"],"_course_section_8_section":["field_612f51e6b0277"],"course_section_9_module_title":["Automating Workloads "],"_course_section_9_module_title":["field_612f5535940c3"],"course_section_9_module_description":[""],"_course_section_9_module_description":["field_612f564c921af"],"course_section_9_section_0_title":["Topics: \t "],"_course_section_9_section_0_title":["field_612f5233b0278"],"course_section_9_section_0_lesson_list_0_lession_title":["Scheduling Queries "],"_course_section_9_section_0_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_9_section_0_lesson_list_1_lession_title":["Scripting "],"_course_section_9_section_0_lesson_list_1_lession_title":["field_612f533b0ac41"],"course_section_9_section_0_lesson_list_2_lession_title":["Stored Procedures "],"_course_section_9_section_0_lesson_list_2_lession_title":["field_612f533b0ac41"],"course_section_9_section_0_lesson_list_3_lession_title":["Integration with Big Data Products "],"_course_section_9_section_0_lesson_list_3_lession_title":["field_612f533b0ac41"],"course_section_9_section_0_lesson_list":["4"],"_course_section_9_section_0_lesson_list":["field_612f530a0ac40"],"course_section_9_section_1_title":["Activities: \t "],"_course_section_9_section_1_title":["field_612f5233b0278"],"course_section_9_section_1_lesson_list_0_lession_title":["Demos "],"_course_section_9_section_1_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_9_section_1_lesson_list":["1"],"_course_section_9_section_1_lesson_list":["field_612f530a0ac40"],"course_section_9_section":["2"],"_course_section_9_section":["field_612f51e6b0277"],"course_section_10_module_title":["Machine Learning in BigQuery "],"_course_section_10_module_title":["field_612f5535940c3"],"course_section_10_module_description":[""],"_course_section_10_module_description":["field_612f564c921af"],"course_section_10_section_0_title":["Topics: \t "],"_course_section_10_section_0_title":["field_612f5233b0278"],"course_section_10_section_0_lesson_list_0_lession_title":["Introduction to BigQuery ML "],"_course_section_10_section_0_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_10_section_0_lesson_list_1_lession_title":["How to Make Predictions with BigQuery ML "],"_course_section_10_section_0_lesson_list_1_lession_title":["field_612f533b0ac41"],"course_section_10_section_0_lesson_list_2_lession_title":["How to Build and Deploy a Recommendation System with BigQuery ML "],"_course_section_10_section_0_lesson_list_2_lession_title":["field_612f533b0ac41"],"course_section_10_section_0_lesson_list_3_lession_title":["How to Build and Deploy a Demand Forecasting Solution with BigQuery ML "],"_course_section_10_section_0_lesson_list_3_lession_title":["field_612f533b0ac41"],"course_section_10_section_0_lesson_list_4_lession_title":["Time-Series Models with BigQuery ML "],"_course_section_10_section_0_lesson_list_4_lession_title":["field_612f533b0ac41"],"course_section_10_section_0_lesson_list_5_lession_title":["BigQuery ML Explainability "],"_course_section_10_section_0_lesson_list_5_lession_title":["field_612f533b0ac41"],"course_section_10_section_0_lesson_list":["6"],"_course_section_10_section_0_lesson_list":["field_612f530a0ac40"],"course_section_10_section_1_title":["Activities: "],"_course_section_10_section_1_title":["field_612f5233b0278"],"course_section_10_section_1_lesson_list_0_lession_title":["Labs & Demos "],"_course_section_10_section_1_lesson_list_0_lession_title":["field_612f533b0ac41"],"course_section_10_section_1_lesson_list":["1"],"_course_section_10_section_1_lesson_list":["field_612f530a0ac40"],"course_section_10_section":["2"],"_course_section_10_section":["field_612f51e6b0277"],"_yoast_wpseo_title":["Data Warehousing with BigQuery: Master the Art of Efficient Analytics"],"_yoast_wpseo_metadesc":["Transform your data strategy with Google Cloud's 'Data Warehousing with BigQuery' certification. Explore powerful techniques for seamless data analysis and warehousing."],"question_sets_details_heading":[""],"_question_sets_details_heading":["field_65d303841f38d"],"question_sets_details_description":[""],"_question_sets_details_description":["field_65d303841f38e"],"question_sets_details_button_text":[""],"_question_sets_details_button_text":["field_65d303841f38f"],"question_sets_details_question_sets":[""],"_question_sets_details_question_sets":["field_65d303841f390"],"question_sets_details":[""],"_question_sets_details":["field_65d303841f38c"],"_regular_price_wmcp":["{\"USD\":\"1199\",\"GBP\":\"999\",\"BDT\":\"38999\"}"],"_yoast_wpseo_content_score":["90"]},"acf":[],"_links":{"self":[{"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/stm-courses\/19479"}],"collection":[{"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/stm-courses"}],"about":[{"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/types\/stm-courses"}],"author":[{"embeddable":true,"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/users\/13"}],"version-history":[{"count":0,"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/stm-courses\/19479\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/media\/12394"}],"wp:attachment":[{"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/media?parent=19479"}],"wp:term":[{"taxonomy":"stm_lms_course_taxonomy","embeddable":true,"href":"https:\/\/stage.cloudthat.com\/training\/wp-json\/wp\/v2\/stm_lms_course_taxonomy?post=19479"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}