{"id":5201,"date":"2024-03-29T10:15:12","date_gmt":"2024-03-29T10:15:12","guid":{"rendered":"https:\/\/radicalbit.ai\/?post_type=glossary&p=5201"},"modified":"2024-04-02T10:35:06","modified_gmt":"2024-04-02T10:35:06","slug":"embedding","status":"publish","type":"glossary","link":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/embedding\/","title":{"rendered":"Embedding"},"content":{"rendered":"\n

In the context of deep learning<\/a>, an embedding is a representation of data in a different space than the original one. Often, the embedding is an n-dimensional<\/em> vector that incorporates as much information as possible from the original data. They are widely used in Natural Language Processing as this technique allows transforming textual data into numerical format, making it more easily processable by the model. Additionally, given two embedded vectors, it is possible to measure the distance using techniques such as Euclidean distance<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"

In the context of deep learning, an embedding is a representation of data in a different space than the original one. Often, the embedding is…<\/p>\n","protected":false},"author":1,"featured_media":4814,"menu_order":0,"template":"","meta":{"footnotes":""},"class_list":["post-5201","glossary","type-glossary","status-publish","has-post-thumbnail","hentry"],"yoast_head":"\nEmbedding | Radicalbit<\/title>\n<meta name=\"description\" content=\"In the context of deep learning, an embedding is a representation of data in a different space than the original one\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/radicalbit.ai\/it\/resources\/glossary\/embedding\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Embedding | Radicalbit\" \/>\n<meta property=\"og:description\" content=\"In the context of deep learning, an embedding is a representation of data in a different space than the original one\" \/>\n<meta property=\"og:url\" content=\"https:\/\/radicalbit.ai\/it\/resources\/glossary\/embedding\/\" \/>\n<meta property=\"og:site_name\" content=\"Radicalbit\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-02T10:35:06+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/radicalbit.ai\/wp-content\/uploads\/2024\/02\/Simpler-faster-better-MLOps.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"628\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Tempo di lettura stimato\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minuto\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/embedding\\\/\",\"url\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/embedding\\\/\",\"name\":\"Embedding | Radicalbit\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/embedding\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/embedding\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/radicalbit.ai\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/Simpler-faster-better-MLOps.jpg\",\"datePublished\":\"2024-03-29T10:15:12+00:00\",\"dateModified\":\"2024-04-02T10:35:06+00:00\",\"description\":\"In the context of deep learning, an embedding is a representation of data in a different space than the original one\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/embedding\\\/#breadcrumb\"},\"inLanguage\":\"it-IT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/embedding\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/embedding\\\/#primaryimage\",\"url\":\"https:\\\/\\\/radicalbit.ai\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/Simpler-faster-better-MLOps.jpg\",\"contentUrl\":\"https:\\\/\\\/radicalbit.ai\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/Simpler-faster-better-MLOps.jpg\",\"width\":1200,\"height\":628,\"caption\":\"Radicalbit MLOps & AI Observability Platform\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/resources\\\/glossary\\\/embedding\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Embedding\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/#website\",\"url\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/\",\"name\":\"Radicalbit\",\"description\":\"Simpler, faster, better MLOps\",\"publisher\":{\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"it-IT\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/#organization\",\"name\":\"Radicalbit\",\"url\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/radicalbit.ai\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/radicalbit__RGB__logo-horizontal-positive-e1701861883280.webp\",\"contentUrl\":\"https:\\\/\\\/radicalbit.ai\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/radicalbit__RGB__logo-horizontal-positive-e1701861883280.webp\",\"width\":1570,\"height\":405,\"caption\":\"Radicalbit\"},\"image\":{\"@id\":\"https:\\\/\\\/radicalbit.ai\\\/it\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/6639929\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Embedding | Radicalbit","description":"In the context of deep learning, an embedding is a representation of data in a different space than the original one","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/embedding\/","og_locale":"it_IT","og_type":"article","og_title":"Embedding | Radicalbit","og_description":"In the context of deep learning, an embedding is a representation of data in a different space than the original one","og_url":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/embedding\/","og_site_name":"Radicalbit","article_modified_time":"2024-04-02T10:35:06+00:00","og_image":[{"width":1200,"height":628,"url":"http:\/\/radicalbit.ai\/wp-content\/uploads\/2024\/02\/Simpler-faster-better-MLOps.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Tempo di lettura stimato":"1 minuto"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/embedding\/","url":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/embedding\/","name":"Embedding | Radicalbit","isPartOf":{"@id":"https:\/\/radicalbit.ai\/it\/#website"},"primaryImageOfPage":{"@id":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/embedding\/#primaryimage"},"image":{"@id":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/embedding\/#primaryimage"},"thumbnailUrl":"https:\/\/radicalbit.ai\/wp-content\/uploads\/2024\/02\/Simpler-faster-better-MLOps.jpg","datePublished":"2024-03-29T10:15:12+00:00","dateModified":"2024-04-02T10:35:06+00:00","description":"In the context of deep learning, an embedding is a representation of data in a different space than the original one","breadcrumb":{"@id":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/embedding\/#breadcrumb"},"inLanguage":"it-IT","potentialAction":[{"@type":"ReadAction","target":["https:\/\/radicalbit.ai\/it\/resources\/glossary\/embedding\/"]}]},{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/embedding\/#primaryimage","url":"https:\/\/radicalbit.ai\/wp-content\/uploads\/2024\/02\/Simpler-faster-better-MLOps.jpg","contentUrl":"https:\/\/radicalbit.ai\/wp-content\/uploads\/2024\/02\/Simpler-faster-better-MLOps.jpg","width":1200,"height":628,"caption":"Radicalbit MLOps & AI Observability Platform"},{"@type":"BreadcrumbList","@id":"https:\/\/radicalbit.ai\/it\/resources\/glossary\/embedding\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/radicalbit.ai\/it\/"},{"@type":"ListItem","position":2,"name":"Embedding"}]},{"@type":"WebSite","@id":"https:\/\/radicalbit.ai\/it\/#website","url":"https:\/\/radicalbit.ai\/it\/","name":"Radicalbit","description":"Simpler, faster, better MLOps","publisher":{"@id":"https:\/\/radicalbit.ai\/it\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/radicalbit.ai\/it\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"it-IT"},{"@type":"Organization","@id":"https:\/\/radicalbit.ai\/it\/#organization","name":"Radicalbit","url":"https:\/\/radicalbit.ai\/it\/","logo":{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/radicalbit.ai\/it\/#\/schema\/logo\/image\/","url":"https:\/\/radicalbit.ai\/wp-content\/uploads\/2023\/11\/radicalbit__RGB__logo-horizontal-positive-e1701861883280.webp","contentUrl":"https:\/\/radicalbit.ai\/wp-content\/uploads\/2023\/11\/radicalbit__RGB__logo-horizontal-positive-e1701861883280.webp","width":1570,"height":405,"caption":"Radicalbit"},"image":{"@id":"https:\/\/radicalbit.ai\/it\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/6639929\/"]}]}},"_links":{"self":[{"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/glossary\/5201","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/types\/glossary"}],"author":[{"embeddable":true,"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":1,"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/glossary\/5201\/revisions"}],"predecessor-version":[{"id":5202,"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/glossary\/5201\/revisions\/5202"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/media\/4814"}],"wp:attachment":[{"href":"https:\/\/radicalbit.ai\/it\/wp-json\/wp\/v2\/media?parent=5201"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}