{"id":2328,"date":"2025-08-04T19:50:15","date_gmt":"2025-08-04T17:50:15","guid":{"rendered":"https:\/\/expand-edih.com\/servizio\/advanced-course-on-data-collection-protection-and-analysis\/"},"modified":"2025-09-29T09:53:30","modified_gmt":"2025-09-29T07:53:30","slug":"advanced-course-on-data-collection-protection-and-analysis","status":"publish","type":"servizio","link":"https:\/\/expand-edih.com\/en\/servizio\/advanced-course-on-data-collection-protection-and-analysis\/","title":{"rendered":"Advanced Course on Data Collection, Protection, and Analysis"},"content":{"rendered":"<p>The course delves into the entire data lifecycle in industrial and distributed contexts: from collection via IoT devices, to protection through anonymization techniques, and finally to data analysis to extract value and support decision-making processes. The focus is technical and operational, with real-world examples and applications, aiming to provide solid skills for effectively, securely, and practically managing field data, without delving into regulatory or cybersecurity aspects. The course has a strong component of customization based on client needs.  <\/p>\n<h5><strong>CONTENT<\/strong><\/h5>\n<ul>\n<li>Architecture and technologies for data collection from IoT objects and systems.<\/li>\n<li>Data ingestion: protocols, buffering, edge computing, raw data management.<\/li>\n<li>Data quality and integrity: controls and strategies.<\/li>\n<li>Data anonymization and pseudonymization techniques: methods, scenarios, limitations.<\/li>\n<li>Data protection by design: minimization, separation, abstraction.<\/li>\n<li>Data lakes and transformation pipelines for analysis.<\/li>\n<li>Basic and advanced data analysis techniques: descriptive, predictive, clustering, pattern recognition.<\/li>\n<li>Use cases: monitoring, predictive maintenance, process optimization.<\/li>\n<\/ul>\n<h5><strong>OBJECTIVES<\/strong><\/h5>\n<ul>\n<li>Understand how to design and implement an efficient data collection system for connected devices.<\/li>\n<li>Gain familiarity with the main anonymization techniques that protect data without compromising usability.<\/li>\n<li>Learn how to prepare and analyze industrial datasets in a consistent and scalable manner.<\/li>\n<li>Develop an integrated view of data, from source to insight.<\/li>\n<\/ul>\n<h5><strong>LEARNING OUTCOMES<\/strong><\/h5>\n<ul>\n<li>Ability to set up robust and flexible data collection architectures.<\/li>\n<li>Hands-on knowledge of the main anonymization techniques and their applicability.<\/li>\n<li>Proficiency in establishing data analysis pipelines for datasets collected from heterogeneous systems.<\/li>\n<li>Awareness of the strategic value of data when handled correctly throughout its life cycle.<\/li>\n<\/ul>\n<h5><strong>PREREQUISITES<\/strong><\/h5>\n<p>To benefit from the course, basic knowledge of IoT systems in industrial contexts is required.<\/p>\n","protected":false},"featured_media":0,"parent":0,"template":"","categoria-servizi":[96,97],"livello":[92],"livello-corso":[108],"tematica":[106],"class_list":["post-2328","servizio","type-servizio","status-publish","hentry","categoria-servizi-training-and-skills-development-2","categoria-servizi-vertical-training-programmes","livello-specialized","livello-corso-advanced","tematica-cybersecurity"],"acf":[],"_links":{"self":[{"href":"https:\/\/expand-edih.com\/en\/wp-json\/wp\/v2\/servizio\/2328","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/expand-edih.com\/en\/wp-json\/wp\/v2\/servizio"}],"about":[{"href":"https:\/\/expand-edih.com\/en\/wp-json\/wp\/v2\/types\/servizio"}],"version-history":[{"count":2,"href":"https:\/\/expand-edih.com\/en\/wp-json\/wp\/v2\/servizio\/2328\/revisions"}],"predecessor-version":[{"id":2709,"href":"https:\/\/expand-edih.com\/en\/wp-json\/wp\/v2\/servizio\/2328\/revisions\/2709"}],"wp:attachment":[{"href":"https:\/\/expand-edih.com\/en\/wp-json\/wp\/v2\/media?parent=2328"}],"wp:term":[{"taxonomy":"categoria-servizi","embeddable":true,"href":"https:\/\/expand-edih.com\/en\/wp-json\/wp\/v2\/categoria-servizi?post=2328"},{"taxonomy":"livello","embeddable":true,"href":"https:\/\/expand-edih.com\/en\/wp-json\/wp\/v2\/livello?post=2328"},{"taxonomy":"livello-corso","embeddable":true,"href":"https:\/\/expand-edih.com\/en\/wp-json\/wp\/v2\/livello-corso?post=2328"},{"taxonomy":"tematica","embeddable":true,"href":"https:\/\/expand-edih.com\/en\/wp-json\/wp\/v2\/tematica?post=2328"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}