embedding

• Существительное, обозначающее процесс или результат прочного и глубокого закрепления чего-либо в окружающей массе или контексте, часто используется в вычислительной технике, лингвистике и машинном обучении для представления данных в виде векторов или интеграции элементов в более крупную структуру.

A noun referring to the process or result of fixing something firmly and deeply within a surrounding mass or context, often used in computing, linguistics, and machine learning to represent data as vectors or to integrate elements into a larger structure.

1. Representation in machine learningC1formalIT

   A technique in machine learning where words, phrases, or other data are mapped to vectors of real numbers, capturing semantic relationships.

   Представление в машинном обучении

   • Word embeddings like Word2Vec capture the meaning of words based on context.
   • The model uses embeddings to represent each user's preferences.
   • Training embeddings on a large corpus improves the accuracy of the system.

   Синонимыrepresentation

2. Insertion into a structureB2formaltechnical

   The act of fixing something firmly and deeply into a surrounding mass or structure.

   Встраивание

   • The embedding of the steel beam into concrete ensures stability.
   • Proper embedding of the sensor in the material is crucial for accurate readings.
   • The process involves embedding the chip into the plastic casing.

   Синонимыfixationimplantationinsertionlodgingplacementplantingsetting

• Глагол, используемый для обозначения действия по прочному и глубокому закреплению чего-либо в окружающей массе или включению чего-либо в качестве неотъемлемой части.

A verb used to indicate the act of fixing something firmly and deeply in a surrounding mass, or incorporating something as an essential part.

1. Fix firmly in a surrounding massB2formal

   To fix something firmly and deeply in a surrounding mass or surface.

   Встраивать

   • The archaeologist found a fossil embedded in the rock.
   • The carpenter embedded the nail deep into the wood.
   • Precious stones were embedded in the crown.

   Синонимыburydrive infiximbedimplantinsertlodgerootsetsink

   Антонимыdislodgeextractremoveunearth

2. Integrate into a digital environmentB1formalIT

   To place a piece of content (like a video, image, or code) within a webpage or other digital document.

   Встроить

   • You can embed a YouTube video in your blog post.
   • The developer embedded the script into the HTML file.
   • She embedded the map into the travel website.

   Синонимыattachimbedincludeincorporateinsertintegratenestplace

3. Implant deeply in the mindB2formal

   To fix an idea, feeling, or attitude firmly in someone's mind.

   Внедрить

   • The experience embedded a deep sense of gratitude in her.
   • His teachings were embedded in the hearts of his students.
   • The trauma was embedded in his memory for years.

   Синонимыimplantimpressinculcateingrainroot