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Rapport de localisation

AI VIET NAM

AI and data science education

aivietnam.edu.vn

Produit: AI VIET NAM provides online learning programs in data science and artificial intelligence, including the AIO-2026 program for beginners. It also publishes AI research and educational articles.

Voix de marque: educational, technical, research-oriented

Score de localisation

55/100

À améliorer

Les utilisateurs peuvent rencontrer des problèmes de localisation perceptibles.

  • 71Audit technique
  • 82Audit linguistique
  • N/AAudit contextuel
  • 75Audit visuel
Audité: 8/19/2026Portée: Échantillon intelligent public · crédits techniques, linguistiques, contextuels et visuelsConfiance: Contrôle indicatif de l’état de santé à partir de pages échantillonnées — il ne s’agit pas d’une exploration complète du site.

15 pages échantillonnées parmi les crédits de localisation techniques, linguistiques, contextuels et visuels. Comment nous évaluons les audits de localisation

Comment vous vous comparez

Rang #19 sur 22 audits publics

Top 18 % des domaines auditésMoyenne publique : 68/100

À corriger en priorité

  • mediumtechnical · 90 % de confiance

    Only one locale signal detected

    The sample found little evidence of multi-locale routing (hreflang, locale prefixes, or html lang variety).

    Trouvé ici

    Sampled pages · document

    https://aivietnam.edu.vn/

    Ce que nous avons constaté

    Detected locale signals: vi

    Comment le corriger

    Publish additional locales through locale URL prefixes, hreflang alternates, and matching html lang tags.

  • mediumtechnical · 95 % de confiance

    Canonical URLs are missing

    Sampled pages did not declare a canonical URL.

    Trouvé ici

    Document head · <link rel="canonical">

    https://aivietnam.edu.vn/

    Ce que nous avons constaté

    No <link rel="canonical"> was found on sampled pages.

    Comment le corriger

    Add a canonical URL that points at this locale’s own page.

  • mediumtechnical · 95 % de confiance

    Accessible names look untranslated

    aria-label or alt text on a vi page still looks English. Affects 5 sampled pages.

    Trouvé ici

    Accessible name · <img alt>

    https://aivietnam.edu.vn/

    Ce que nous avons constaté

    Emotic Masked Autoencoder on Dual-views with Attention Fusion for Facial Expression Recognition Seen on 5 pages, e.g. https://aivietnam.edu.vn/, https://aivietnam.edu.vn/course, https://aivietnam.edu.vn/research

    Comment le corriger

    Translate accessible names together with the visible UI.

Critères d’audit

3 réussis · 13 à corriger · 19 non applicable

À examiner (13)

  • Locale routing

    Échec72technique

    Localized pages should use a consistent URL structure and resolve successfully.

    • mediumtechnical · 90 % de confiance

      Only one locale signal detected

      The sample found little evidence of multi-locale routing (hreflang, locale prefixes, or html lang variety).

      Trouvé ici

      Sampled pages · document

      https://aivietnam.edu.vn/

      Ce que nous avons constaté

      Detected locale signals: vi

      Comment le corriger

      Publish additional locales through locale URL prefixes, hreflang alternates, and matching html lang tags.

  • Canonical URLs

    Échec72technique

    Canonical URLs should represent the localized page, not a different locale.

    • mediumtechnical · 95 % de confiance

      Canonical URLs are missing

      Sampled pages did not declare a canonical URL.

      Trouvé ici

      Document head · <link rel="canonical">

      https://aivietnam.edu.vn/

      Ce que nous avons constaté

      No <link rel="canonical"> was found on sampled pages.

      Comment le corriger

      Add a canonical URL that points at this locale’s own page.

  • Accessibility localisation

    Échec10technique

    lang, aria-label, and alt text should match the page locale.

    • mediumtechnical · 95 % de confiance

      Accessible names look untranslated

      aria-label or alt text on a vi page still looks English. Affects 5 sampled pages.

      Trouvé ici

      Accessible name · <img alt>

      https://aivietnam.edu.vn/

      Ce que nous avons constaté

      Emotic Masked Autoencoder on Dual-views with Attention Fusion for Facial Expression Recognition Seen on 5 pages, e.g. https://aivietnam.edu.vn/, https://aivietnam.edu.vn/course, https://aivietnam.edu.vn/research

      Comment le corriger

      Translate accessible names together with the visible UI.

  • Terminology consistency

    Échec78linguistique

    Important concepts should not be translated differently across pages.

    • mediumlinguistic · 86 % de confiance

      Inconsistent spelling of course navigation label

      The course concept appears as both “Khoá học” and “Khóa...” across the site.

      Trouvé ici

      Header · <nav> and course page · <h1>

      https://aivietnam.edu.vn/course

      Ce que nous avons constaté

      Header text: “Giới thiệu Khoá học Nghiên cứu Bài viết AIO Class Liên hệ”; course title: “Khóa All - In - One (AIO) Khoa Học Dữ Liệu Và Trí Tuệ Nhân Tạo”

      Comment le corriger

      Choose one Vietnamese spelling for the course label and apply it consistently across navigation, page titles, and headings.

  • Translation accuracy

    Échec88linguistique

    Target copy should preserve the source meaning, numbers, and product actions.

  • Fluency

    Échec73linguistique

    Copy should sound natural, without grammar issues or machine-translation artifacts.

    • mediumlinguistic · 82 % de confiance

      Fragmented metric copy

      Several extracted labels read as incomplete fragments rather than natural Vietnamese sentences.

      Trouvé ici

      About page · statistics section

      https://aivietnam.edu.vn/about

      Ce que nous avons constaté

      “1 Lớp 1 năm Một lớp duy nhất với hơn 300 giờ học 4 PhD Đội ngũ”

      Comment le corriger

      Rewrite the metrics as complete, clearly grouped labels, such as a number followed by its descriptor, and verify the rendered grouping in the UI.

    • lowlinguistic · 82 % de confiance

      Unlocalized or unevenly integrated course terminology

      The module list mixes Vietnamese with English phrases, which makes the localized course content feel uneven.

      Trouvé ici

      Course page · module list

      https://aivietnam.edu.vn/course

      Ce que nous avons constaté

      “5(Module 5) Step into Deep Learning 1” and “6(Module 6) Step into Deep Learning 2”

      Comment le corriger

      Confirm whether these are official product names; otherwise translate them or establish a consistent bilingual naming convention.

  • Brand voice

    Échec84linguistique

    Localized copy should preserve the intended tone of the source.

  • Grammar and style

    Échec70linguistique

    Locale-specific capitalization, punctuation, formality, and agreement should be correct.

    • mediumlinguistic · 84 % de confiance

      Inconsistent Vietnamese orthography and capitalization

      The site varies between “Khoá” and “Khóa” and uses extensive all-caps English and Vietnamese copy in the promotional heading.

      Trouvé ici

      Homepage · <h1> and header · <nav>

      https://aivietnam.edu.vn/

      Ce que nous avons constaté

      “🚀 TUYỂN SINH AIO-2026:🚀 DATA SCIENCE & ARTIFICIAL INTELLIGENCE PROGRAM - AIO-2026🚀 HỌC LIVE - ONLINE - ZOOM - CHƯƠNG TRÌNH DÀNH CHO NGƯỜI MỚI” versus “Khoá học” in navigation and “Khóa...” on the course page

      Comment le corriger

      Define locale-specific capitalization and spelling rules, then normalize the heading and course labels accordingly.

  • Localized images and assets

    Échec82visuel

    Language-specific images and alt text should match the page locale.

  • Visual hierarchy

    Échec55visuel

    Localization should not make headings or CTAs lose scanability.

    • lowvisual · 80 % de confiance

      Heading is excessively long

      A localized heading may crowd the visual hierarchy. Affects 7 sampled pages.

      Trouvé ici

      Page body · heading

      https://aivietnam.edu.vn/

      Ce que nous avons constaté

      🚀 TUYỂN SINH AIO-2026:🚀 DATA SCIENCE & ARTIFICIAL INTELLIGENCE PROGRAM - AIO-2026🚀 Seen on 7 pages, e.g. https://aivietnam.edu.vn/, https://aivietnam.edu.vn/daily-challenge, https://aivietnam.edu.vn/blog/tong-the-1-du-an-deep-learning-thuong-gom-nhung-buoc-chinh-nao-tu-buoc-chuan-bi-du-lieu-den-trien-khai-mo-hinh#c%C3%A1c-b%C6%B0%E1%BB%9Bc-ch%C3%ADnh-trong-m%E1%BB%99t-d%E1%BB%B1-%C3%A1n-deep-learning

      Comment le corriger

      Shorten the heading so it does not crowd the visual hierarchy.

  • Text overflow

    Échec72visuel

    Text should not clip, truncate unexpectedly, or overflow buttons and navigation.

    • mediumvisual · 65 % de confiance

      Long localized headings may require wrapping checks

      The homepage hero heading and course module labels are long enough to create a risk of clipping or awkward wrapping, although no screenshot or rendered dimensions are provided.

      Trouvé ici

      Hero · <h1> and course page · module controls

      https://aivietnam.edu.vn/

      Ce que nous avons constaté

      “🚀 TUYỂN SINH AIO-2026:🚀 DATA SCIENCE & ARTIFICIAL INTELLIGENCE PROGRAM - AIO-2026🚀” and “4(Module 4) Máy học (table and time series)”

      Comment le corriger

      Test these headings and controls at narrow widths, allow natural wrapping, and avoid fixed-height containers or non-wrapping text.

  • Layout breakage

    Échec85visuel

    Localized pages should not overlap, break grids, or overflow modals.

  • Responsive localisation

    Échec82visuel

    Localized layouts should hold up across mobile, tablet, and desktop widths.

Audits réussis (3)

Non applicable (19)

Paramètres régionaux détectés

vi (html_lang)

Résultats complets

  • mediumtechnical · 90 % de confiance

    Only one locale signal detected

    The sample found little evidence of multi-locale routing (hreflang, locale prefixes, or html lang variety).

    Trouvé ici

    Sampled pages · document

    https://aivietnam.edu.vn/

    Ce que nous avons constaté

    Detected locale signals: vi

    Comment le corriger

    Publish additional locales through locale URL prefixes, hreflang alternates, and matching html lang tags.

  • mediumtechnical · 95 % de confiance

    Canonical URLs are missing

    Sampled pages did not declare a canonical URL.

    Trouvé ici

    Document head · <link rel="canonical">

    https://aivietnam.edu.vn/

    Ce que nous avons constaté

    No <link rel="canonical"> was found on sampled pages.

    Comment le corriger

    Add a canonical URL that points at this locale’s own page.

  • mediumtechnical · 95 % de confiance

    Accessible names look untranslated

    aria-label or alt text on a vi page still looks English. Affects 5 sampled pages.

    Trouvé ici

    Accessible name · <img alt>

    https://aivietnam.edu.vn/

    Ce que nous avons constaté

    Emotic Masked Autoencoder on Dual-views with Attention Fusion for Facial Expression Recognition Seen on 5 pages, e.g. https://aivietnam.edu.vn/, https://aivietnam.edu.vn/course, https://aivietnam.edu.vn/research

    Comment le corriger

    Translate accessible names together with the visible UI.

  • lowvisual · 80 % de confiance

    Heading is excessively long

    A localized heading may crowd the visual hierarchy. Affects 7 sampled pages.

    Trouvé ici

    Page body · heading

    https://aivietnam.edu.vn/

    Ce que nous avons constaté

    🚀 TUYỂN SINH AIO-2026:🚀 DATA SCIENCE & ARTIFICIAL INTELLIGENCE PROGRAM - AIO-2026🚀 Seen on 7 pages, e.g. https://aivietnam.edu.vn/, https://aivietnam.edu.vn/daily-challenge, https://aivietnam.edu.vn/blog/tong-the-1-du-an-deep-learning-thuong-gom-nhung-buoc-chinh-nao-tu-buoc-chuan-bi-du-lieu-den-trien-khai-mo-hinh#c%C3%A1c-b%C6%B0%E1%BB%9Bc-ch%C3%ADnh-trong-m%E1%BB%99t-d%E1%BB%B1-%C3%A1n-deep-learning

    Comment le corriger

    Shorten the heading so it does not crowd the visual hierarchy.

  • mediumlinguistic · 86 % de confiance

    Inconsistent spelling of course navigation label

    The course concept appears as both “Khoá học” and “Khóa...” across the site.

    Trouvé ici

    Header · <nav> and course page · <h1>

    https://aivietnam.edu.vn/course

    Ce que nous avons constaté

    Header text: “Giới thiệu Khoá học Nghiên cứu Bài viết AIO Class Liên hệ”; course title: “Khóa All - In - One (AIO) Khoa Học Dữ Liệu Và Trí Tuệ Nhân Tạo”

    Comment le corriger

    Choose one Vietnamese spelling for the course label and apply it consistently across navigation, page titles, and headings.

  • mediumlinguistic · 82 % de confiance

    Fragmented metric copy

    Several extracted labels read as incomplete fragments rather than natural Vietnamese sentences.

    Trouvé ici

    About page · statistics section

    https://aivietnam.edu.vn/about

    Ce que nous avons constaté

    “1 Lớp 1 năm Một lớp duy nhất với hơn 300 giờ học 4 PhD Đội ngũ”

    Comment le corriger

    Rewrite the metrics as complete, clearly grouped labels, such as a number followed by its descriptor, and verify the rendered grouping in the UI.

  • lowlinguistic · 82 % de confiance

    Unlocalized or unevenly integrated course terminology

    The module list mixes Vietnamese with English phrases, which makes the localized course content feel uneven.

    Trouvé ici

    Course page · module list

    https://aivietnam.edu.vn/course

    Ce que nous avons constaté

    “5(Module 5) Step into Deep Learning 1” and “6(Module 6) Step into Deep Learning 2”

    Comment le corriger

    Confirm whether these are official product names; otherwise translate them or establish a consistent bilingual naming convention.

  • mediumlinguistic · 84 % de confiance

    Inconsistent Vietnamese orthography and capitalization

    The site varies between “Khoá” and “Khóa” and uses extensive all-caps English and Vietnamese copy in the promotional heading.

    Trouvé ici

    Homepage · <h1> and header · <nav>

    https://aivietnam.edu.vn/

    Ce que nous avons constaté

    “🚀 TUYỂN SINH AIO-2026:🚀 DATA SCIENCE & ARTIFICIAL INTELLIGENCE PROGRAM - AIO-2026🚀 HỌC LIVE - ONLINE - ZOOM - CHƯƠNG TRÌNH DÀNH CHO NGƯỜI MỚI” versus “Khoá học” in navigation and “Khóa...” on the course page

    Comment le corriger

    Define locale-specific capitalization and spelling rules, then normalize the heading and course labels accordingly.

  • mediumvisual · 65 % de confiance

    Long localized headings may require wrapping checks

    The homepage hero heading and course module labels are long enough to create a risk of clipping or awkward wrapping, although no screenshot or rendered dimensions are provided.

    Trouvé ici

    Hero · <h1> and course page · module controls

    https://aivietnam.edu.vn/

    Ce que nous avons constaté

    “🚀 TUYỂN SINH AIO-2026:🚀 DATA SCIENCE & ARTIFICIAL INTELLIGENCE PROGRAM - AIO-2026🚀” and “4(Module 4) Máy học (table and time series)”

    Comment le corriger

    Test these headings and controls at narrow widths, allow natural wrapping, and avoid fixed-height containers or non-wrapping text.

Pages échantillonnées

  • 200 · https://aivietnam.edu.vn/ · lang=vi
  • 200 · https://aivietnam.edu.vn/about · lang=vi
  • 200 · https://aivietnam.edu.vn/course · lang=vi
  • 200 · https://aivietnam.edu.vn/research · lang=vi
  • 200 · https://aivietnam.edu.vn/blog · lang=vi
  • 200 · https://aivietnam.edu.vn/contact · lang=vi
  • 200 · https://aivietnam.edu.vn/daily-challenge · lang=vi
  • 200 · https://aivietnam.edu.vn/space · lang=vi
  • 200 · https://aivietnam.edu.vn/verification · lang=vi
  • 200 · https://aivietnam.edu.vn/blog/tong-the-1-du-an-deep-learning-thuong-gom-nhung-buoc-chinh-nao-tu-buoc-chuan-bi-du-lieu-den-trien-khai-mo-hinh#c%C3%A1c-b%C6%B0%E1%BB%9Bc-ch%C3%ADnh-trong-m%E1%BB%99t-d%E1%BB%B1-%C3%A1n-deep-learning · lang=vi
  • 200 · https://aivietnam.edu.vn/blog?category=AI%20VIET%20NAM · lang=vi
  • 200 · https://aivietnam.edu.vn/blog/vi-sao-can-giu-co-dinh-seed-va-pipeline-tien-xu-ly-khi-thu-nhieu-kien-truc-deep-learning#%C3%BD-ngh%C4%A9a-c%E1%BB%A7a-vi%E1%BB%87c-c%E1%BB%91-%C4%91%E1%BB%8Bnh-pipeline-ti%E1%BB%81n-x%E1%BB%AD-l%C3%BD · lang=vi
  • 200 · https://aivietnam.edu.vn/blog/khi-mo-hinh-hoi-tu-qua-nhanh-nhung-ket-qua-khong-tot-dieu-nay-co-the-lien-quan-den-learning-rate-nhu-the-nao#2-learning-rate-%E1%BA%A3nh-h%C6%B0%E1%BB%9Fng-th%E1%BA%BF-n%C3%A0o-khi-m%C3%B4-h%C3%ACnh-h%E1%BB%99i-t%E1%BB%A5-qu%C3%A1-nhanh · lang=vi
  • 200 · https://aivietnam.edu.vn/blog/viec-log-lai-loss-accuracy-theo-epoch-bang-tensor-board-giup-qua-trinh-theo-doi-huan-luyen-de-dang-nhu-the-nao#g%C3%B3c-nh%C3%ACn-khi-l%C3%A0m-d%E1%BB%B1-%C3%A1n-aiml · lang=vi
  • 200 · https://aivietnam.edu.vn/blog/khi-dung-mixed-precision-vi-sao-can-gradient-scaler-de-tranh-mat-mat-thong-tin-trong-gradient#gradient-scaler-ph%C3%B3ng-%C4%91%E1%BA%A1i-gradient-tr%C6%B0%E1%BB%9Bc-khi-t%C3%ADnh-to%C3%A1n · lang=vi

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