{"id":12649,"date":"2026-07-02T09:28:00","date_gmt":"2026-07-02T07:28:00","guid":{"rendered":"https:\/\/inpacehub.eu\/?post_type=tribe_events&#038;p=12649"},"modified":"2026-07-02T09:28:00","modified_gmt":"2026-07-02T07:28:00","slug":"webinar-on-data-quality-metrics-for-ai-ready-data","status":"publish","type":"tribe_events","link":"https:\/\/inpacehub.eu\/ja\/event\/webinar-on-data-quality-metrics-for-ai-ready-data\/","title":{"rendered":"Webinar on Data Quality Metrics for AI-Ready Data"},"content":{"rendered":"<p><strong>Webinar on Data Quality Metrics for AI-Ready Data<\/strong><\/p>\n<p>Understanding and using ETSI report (TR 104 180:) on data quality metrics and exploring use of associated open-source validation tool.<\/p>\n<div><strong>Program<\/strong><br \/>\nWelcome &amp; introductions \u2014 Context of the event and the EU\u2013Korea Digital Partnership<\/div>\n<ul>\n<li><a href=\"https:\/\/www.etsi.org\/deliver\/etsi_tr\/104100_104199\/104180\/01.01.01_60\/tr_104180v010101p.pdf\"><strong>ETSI TR 104 180<\/strong><\/a><strong>\u00a0\u201cThe Data Quality Metrics Framework\u201d.\u00a0<\/strong>Scope and objectives; General Principles (Purpose, Measurable, Scalable, Interpretable, Metadata-aware, Ethical, Evolvable); Overview of all 18 metrics<\/li>\n<li><strong>Deep Dive: Six Core Metrics.\u00a0<\/strong>Completeness, Accuracy, Consistency, Timeliness, Reliability, Uniqueness. D\u00e9finitions, formulas, and practical examples<\/li>\n<li><strong>PoC Tool Live Demo.<\/strong>\u00a0Upload a dataset, configure metrics, run validation, interpret results<\/li>\n<li><strong>The AI Ready Data Challenge (Seoul, September 2026), how to Participate.<\/strong>\u00a0Submission process, expected outcomes, standardisation impact<\/li>\n<li><strong>Q&amp;A Session<\/strong>\u00a0\u2014 Open discussion with speakers<\/li>\n<\/ul>\n<div><strong>What You Will Learn<br \/>\n<\/strong>After attending this webinar, participants will be able to:<\/div>\n<ul>\n<li>Describe the\u00a0<strong>18 Data Quality Metrics<\/strong>\u00a0defined in ETSI TR 104 180 and their mathematical measurement formulas.<\/li>\n<li>Explain the distinction between\u00a0<strong>intrinsic metrics<\/strong>\u00a0(e.g. Accuracy, Completeness, Uniqueness) and\u00a0<strong>contextual\/ethical metrics<\/strong>\u00a0(e.g. Representation Bias, Anonymity, Label Quality).<\/li>\n<li>Understand\u00a0<strong>domain-specific applicability<\/strong>\u00a0\u2014 which metrics matter most for Industrial IoT vs. demographic\/social data vs. AI\/ML training sets.<\/li>\n<li>Use the\u00a0<strong>validation tool<\/strong>\u00a0to upload a dataset and compute quality scores for the six currently implemented metrics (Completeness, Accuracy, Consistency, Timeliness, Reliability, Uniqueness).<\/li>\n<li>Prepare a dataset and a configuration to\u00a0<strong>participate in the AI Ready Data Challenge<\/strong>\u00a0in Seoul.<\/li>\n<\/ul>\n<div><strong>Who Should Attend?<br \/>\n<\/strong>This webinar is open to and relevant for:<\/div>\n<ul>\n<li><strong>Dataset owners and data engineers<\/strong>\u00a0who wish to understand data quality requirements for AI and data exchange use cases<\/li>\n<li><strong>AI researchers and practitioners<\/strong>\u00a0working with training datasets and concerned with bias, label quality, and representational fairness<\/li>\n<li><strong>Standards experts<\/strong>\u00a0and participants in ETSI, TTA, ITU-T, ISO\/IEC JTC 1, or other standardisation bodies working on data quality<\/li>\n<li><strong>Data space and platform operators<\/strong>\u00a0interested in data quality as a trust and interoperability enabler<\/li>\n<li><strong>Policy and research professionals<\/strong>\u00a0active in the EU\u2013Korea Digital Partnership or Horizon Europe<\/li>\n<\/ul>\n<p><a href=\"https:\/\/egcp.enrich-global.eu\/communities\/inpace\/events\/webinar-on-data-quality-metrics-for-ai-ready-data\"><strong>\u4eca\u3059\u3050\u767b\u9332\uff01<\/strong><\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Webinar on Data Quality Metrics for AI-Ready Data Understanding and using ETSI report (TR 104 180:) on data quality metrics and exploring use of associated open-source validation tool. Program Welcome&#8230;<\/p>","protected":false},"author":18847,"featured_media":12650,"template":"","meta":{"_acf_changed":false,"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","_tribe_events_status":"","_tribe_events_status_reason":"","_tribe_events_is_hybrid":"","_tribe_events_is_virtual":"","_tribe_events_virtual_video_source":"","_tribe_events_virtual_embed_video":"","_tribe_events_virtual_linked_button_text":"","_tribe_events_virtual_linked_button":"","_tribe_events_virtual_show_embed_at":"","_tribe_events_virtual_show_embed_to":[],"_tribe_events_virtual_show_on_event":"","_tribe_events_virtual_show_on_views":"","_tribe_events_virtual_url":"","footnotes":""},"tags":[],"tribe_events_cat":[],"class_list":["post-12649","tribe_events","type-tribe_events","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Webinar on Data Quality Metrics for AI-Ready Data - INPACE Hub<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/inpacehub.eu\/ja\/event\/webinar-on-data-quality-metrics-for-ai-ready-data\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Webinar on Data Quality Metrics for AI-Ready Data - INPACE Hub\" \/>\n<meta property=\"og:description\" content=\"Webinar on Data Quality Metrics for AI-Ready Data Understanding and using ETSI report (TR 104 180:) on data quality metrics and exploring use of associated open-source validation tool. 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