Rapport de localisation
AI VIET NAM
AI and data science educationaivietnam.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 améliorerLes utilisateurs peuvent rencontrer des problèmes de localisation perceptibles.
- 71Audit technique
- 82Audit linguistique
- N/AAudit contextuel
- 75Audit visuel
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
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
Échec72techniqueLocalized 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
Échec72techniqueCanonical 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
Échec10techniquelang, 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
Échec78linguistiqueImportant 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/courseCe 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
Échec88linguistiqueTarget copy should preserve the source meaning, numbers, and product actions.
Fluency
Échec73linguistiqueCopy 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/aboutCe 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/courseCe 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
Échec84linguistiqueLocalized copy should preserve the intended tone of the source.
Grammar and style
Échec70linguistiqueLocale-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
Échec82visuelLanguage-specific images and alt text should match the page locale.
Visual hierarchy
Échec55visuelLocalization 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
Échec72visuelText 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
Échec85visuelLocalized pages should not overlap, break grids, or overflow modals.
Responsive localisation
Échec82visuelLocalized layouts should hold up across mobile, tablet, and desktop widths.
Audits réussis (3)
Non applicable (19)
Paramètres régionaux détectés
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/courseCe 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/aboutCe 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/courseCe 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
Envoyez-moi un récapitulatif par e-mail
Facultatif. Saisissez votre adresse e-mail professionnelle et nous vous enverrons un résumé concis de ce rapport public.
Étape suivante
Bonne base, avec une marge d’amélioration. Créez un espace de travail pour un suivi continu de la localisation, ou réservez une revue d’audit.
