{"id":7331,"date":"2021-08-18T10:28:36","date_gmt":"2021-08-18T08:28:36","guid":{"rendered":"https:\/\/cidai.eu\/masterclass\/data-augmentation-for-ml\/"},"modified":"2026-05-05T16:44:21","modified_gmt":"2026-05-05T14:44:21","slug":"data-augmentation-for-ml","status":"publish","type":"masterclass","link":"https:\/\/cidai.eu\/en\/masterclass\/data-augmentation-for-ml\/","title":{"rendered":"Data Augmentation for ML"},"content":{"rendered":"<p>This masterclass will introduce the problem of data scarcity for ML models from various perspectives. We will then look at various Data Augmentation techniques for image and sound datasets along with the opportunities afforded by simulators for creating synthetic data. Finally, we will see some real examples of ML models whose accuracy has been significantly improved by Data Augmentation-based training.<\/p>\n<h2>Addressed to:<\/h2>\n<p>&#8211; Data science analysts and experts<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-7331","masterclass","type-masterclass","status-publish","hentry","format-online","idioma-catalan"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Augmentation for ML - CIDAI<\/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:\/\/cidai.eu\/en\/masterclass\/data-augmentation-for-ml\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Augmentation for ML - CIDAI\" \/>\n<meta property=\"og:description\" content=\"This masterclass will introduce the problem of data scarcity for ML models from various perspectives. 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