{"id":41214,"date":"2025-10-16T17:23:04","date_gmt":"2025-10-16T16:23:04","guid":{"rendered":"https:\/\/shop.adworldexperience.it\/?post_type=product&#038;p=41214"},"modified":"2025-10-29T12:03:19","modified_gmt":"2025-10-29T11:03:19","slug":"intuition-or-algorithm","status":"publish","type":"product","link":"https:\/\/shop.adworldexperience.it\/en\/negozio\/intuition-or-algorithm\/","title":{"rendered":"Intuition or algorithm?"},"content":{"rendered":"<p><strong>Video 30 minutes + PDF slides<\/strong><\/p>\n<h2><span data-sheets-root=\"1\">Intuition or algorithm?<\/span><\/h2>\n<p><span data-sheets-root=\"1\">Witold Wrodarczyk, CEO of Adequate Interactive Boutique and a leading expert in attribution modeling and analytics, examines the evolving role of marketers in the age of AI. Focusing on machine learning algorithms, he highlights common cognitive biases and shares strategies to overcome them, bringing a sharp reflection on why human expertise remains vital\u2014even in a world shaped by automation.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3>Who is <span data-sheets-root=\"1\">Witold Wrodarczyk<\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" data-src=\"https:\/\/www.adworldexperience.it\/wp-content\/uploads\/2023\/08\/witold-Wrodarczyk2.jpg\" class=\"alignleft lazyload\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"witold-Wrodarczyk2\" width=\"150\" height=\"186\" \/><noscript><img decoding=\"async\" class=\"alignleft\" src=\"https:\/\/www.adworldexperience.it\/wp-content\/uploads\/2023\/08\/witold-Wrodarczyk2.jpg\" alt=\"witold-Wrodarczyk2\" width=\"150\" height=\"186\"><\/noscript><\/p>\n<p><span data-sheets-root=\"1\">Witold Wrodarczyk, CEO and founder of award-winning marketing agency Adequate Interactive Boutique. Google Ads and Analytics specialist. Author of numerous publications in the area of marketing economics, optimisation and attribution modelling. Conference speaker. Certified Financial Analyst and entrepreneur.<br \/>\n<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>Video preview<\/h3>\n<p>&nbsp;<\/p>\n<div class='avia-iframe-wrap'><iframe src=\"https:\/\/player.vimeo.com\/video\/1126782028?dnt=1&amp;app_id=122963\" width=\"1500\" height=\"844\" frameborder=\"0\" allow=\"autoplay; fullscreen; picture-in-picture; clipboard-write; encrypted-media; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\"><\/iframe><\/div>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h3>Warranties<\/h3>\n<p><a href=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-satisfied-retraine.png\"><img decoding=\"async\" data-src=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-satisfied-retraine.png\" class=\"size-full wp-image-17586 alignleft lazyload\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"warranty-satisfied-retraine\" width=\"100\" height=\"100\" \/><noscript><img decoding=\"async\" class=\"size-full wp-image-17586 alignleft\" src=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-satisfied-retraine.png\" alt=\"warranty-satisfied-retraine\" width=\"100\" height=\"100\" srcset=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-satisfied-retraine.png 100w, https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-satisfied-retraine-80x80.png 80w, https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-satisfied-retraine-36x36.png 36w\" sizes=\"(max-width: 100px) 100vw, 100px\" \/><\/noscript><\/a><\/p>\n<h4>Satisfied or Re-trained<\/h4>\n<p>If for any reason you do not like one of the ADworld Experience videos, we&#8217;ll give you the option to change it with one or more other videos of the same value.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-quality-contents.png\"><img decoding=\"async\" data-src=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-quality-contents.png\" class=\"size-full wp-image-17590 alignleft lazyload\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"warranty-quality-contents\" width=\"100\" height=\"100\" \/><noscript><img decoding=\"async\" class=\"size-full wp-image-17590 alignleft\" src=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-quality-contents.png\" alt=\"warranty-quality-contents\" width=\"100\" height=\"100\" srcset=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-quality-contents.png 100w, https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-quality-contents-80x80.png 80w, https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-quality-contents-36x36.png 36w\" sizes=\"(max-width: 100px) 100vw, 100px\" \/><\/noscript><\/a><\/p>\n<h4>Quality of Contents<\/h4>\n<p>All speakers are chosen carefully among the best PPC professionals in the world and these videos are recorded exclusively for ADworld Experience (<a href=\"http:\/\/www.adworldexperience.it\/en\/speakers\" target=\"_blank\" rel=\"noopener noreferrer\">look at the last edition&#8217;s speakers<\/a>).<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-hq-video-slides.png\"><img decoding=\"async\" data-src=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-hq-video-slides.png\" class=\"size-full wp-image-17592 alignleft lazyload\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"warranty-hq-video-slides\" width=\"100\" height=\"100\" \/><noscript><img decoding=\"async\" class=\"size-full wp-image-17592 alignleft\" src=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-hq-video-slides.png\" alt=\"warranty-hq-video-slides\" width=\"100\" height=\"100\" srcset=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-hq-video-slides.png 100w, https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-hq-video-slides-80x80.png 80w, https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-hq-video-slides-36x36.png 36w\" sizes=\"(max-width: 100px) 100vw, 100px\" \/><\/noscript><\/a><\/p>\n<h4>High-Quality Audio-Video &amp; Slides<\/h4>\n<p>All our videos are shot in high quality with the main focus on the slides, which are also provided in downloadable PDF format.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-safety-privacy.png\"><img decoding=\"async\" data-src=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-safety-privacy.png\" class=\"size-full wp-image-17588 alignleft lazyload\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt=\"warranty-safety-privacy\" width=\"100\" height=\"100\" \/><noscript><img decoding=\"async\" class=\"size-full wp-image-17588 alignleft\" src=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-safety-privacy.png\" alt=\"warranty-safety-privacy\" width=\"100\" height=\"100\" srcset=\"https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-safety-privacy.png 100w, https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-safety-privacy-80x80.png 80w, https:\/\/shop.adworldexperience.it\/wp-content\/uploads\/2016\/08\/warranty-safety-privacy-36x36.png 36w\" sizes=\"(max-width: 100px) 100vw, 100px\" \/><\/noscript><\/a><\/p>\n<h4>Safe Transactions &amp; Privacy<\/h4>\n<p>This shop does not save any data of your credit card, but directly redirects to PayPal payment gateway\u00a0&amp;\u00a0we hate spammers at least as much as you do\u00a0(<a href=\"https:\/\/shop.adworldexperience.it\/en\/privacy-policy\/\" target=\"_blank\" rel=\"noopener noreferrer\">check our Privacy Policy<\/a>).<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p><span data-sheets-root=\"1\">Witold Wrodarczyk, CEO of Adequate Interactive Boutique and a leading expert in attribution modeling and analytics, examines the evolving role of marketers in the age of AI. Focusing on machine learning algorithms, he highlights common cognitive biases and shares strategies to overcome them, bringing a sharp reflection on why human expertise remains vital\u2014even in a world shaped by automation.<\/span><\/p>\n","protected":false},"featured_media":40604,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false},"product_brand":[],"product_cat":[742],"product_tag":[814,822,821],"class_list":["post-41214","product","type-product","status-publish","has-post-thumbnail","product_cat-videos-2025","product_tag-ai","product_tag-automation","product_tag-witold-wrodarczyk","first","instock","sale","downloadable","virtual","sold-individually","taxable","purchasable","product-type-simple"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Intuition or algorithm? - ADworld Experience Shop<\/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:\/\/shop.adworldexperience.it\/en\/negozio\/intuition-or-algorithm\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Intuition or algorithm? - ADworld Experience Shop\" \/>\n<meta property=\"og:description\" content=\"Witold Wrodarczyk, CEO of Adequate Interactive Boutique and a leading expert in attribution modeling and analytics, examines the evolving role of marketers in the age of AI. 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