申请演示

本地化报告

AI VIET NAM

AI and data science education

aivietnam.edu.vn

Product: 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.

品牌语调: educational, technical, research-oriented

本地化评分

55/100

需要改进

用户可能会遇到明显的本地化问题。

  • 71技术审计
  • 82语言审查
  • N/A上下文审计
  • 75视觉审计
Audited: 8/19/2026Scope: 公开智能示例 · 技术、语言、上下文和视觉鸣谢Confidence: 来自抽样页面的指示性健康检查结果 — 并非完整的网站爬取。

在技术、语言、上下文和视觉本地化方面抽样检查了 15 个页面。 我们如何评估本地化审核

你的比较情况

在 22 个公开审计中排名第 #19

受审核域名中排名前 18%公开平均分:68/100

首先修复

  • mediumtechnical · 90% 置信度

    Only one locale signal detected

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

    发现于此处

    Sampled pages · document

    https://aivietnam.edu.vn/

    我们看到的情况

    Detected locale signals: vi

    如何修复它

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

  • mediumtechnical · 95% 置信度

    Canonical URLs are missing

    Sampled pages did not declare a canonical URL.

    发现于此处

    Document head · <link rel="canonical">

    https://aivietnam.edu.vn/

    我们看到的情况

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

    如何修复它

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

  • mediumtechnical · 95% 置信度

    Accessible names look untranslated

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

    发现于此处

    Accessible name · <img alt>

    https://aivietnam.edu.vn/

    我们看到的情况

    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

    如何修复它

    Translate accessible names together with the visible UI.

审核标准

3 项通过 · 13 项待修复 · 19 不适用

需要注意(13)

  • Locale routing

    Fail72technical

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

    • mediumtechnical · 90% 置信度

      Only one locale signal detected

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

      发现于此处

      Sampled pages · document

      https://aivietnam.edu.vn/

      我们看到的情况

      Detected locale signals: vi

      如何修复它

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

  • Canonical URLs

    Fail72technical

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

    • mediumtechnical · 95% 置信度

      Canonical URLs are missing

      Sampled pages did not declare a canonical URL.

      发现于此处

      Document head · <link rel="canonical">

      https://aivietnam.edu.vn/

      我们看到的情况

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

      如何修复它

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

  • Accessibility localisation

    Fail10technical

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

    • mediumtechnical · 95% 置信度

      Accessible names look untranslated

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

      发现于此处

      Accessible name · <img alt>

      https://aivietnam.edu.vn/

      我们看到的情况

      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

      如何修复它

      Translate accessible names together with the visible UI.

  • Terminology consistency

    Fail78linguistic

    Important concepts should not be translated differently across pages.

    • mediumlinguistic · 86% 置信度

      Inconsistent spelling of course navigation label

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

      发现于此处

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

      https://aivietnam.edu.vn/course

      我们看到的情况

      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”

      如何修复它

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

  • Translation accuracy

    Fail88linguistic

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

  • Fluency

    Fail73linguistic

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

    • mediumlinguistic · 82% 置信度

      Fragmented metric copy

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

      发现于此处

      About page · statistics section

      https://aivietnam.edu.vn/about

      我们看到的情况

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

      如何修复它

      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% 置信度

      Unlocalized or unevenly integrated course terminology

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

      发现于此处

      Course page · module list

      https://aivietnam.edu.vn/course

      我们看到的情况

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

      如何修复它

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

  • Brand voice

    Fail84linguistic

    Localized copy should preserve the intended tone of the source.

  • Grammar and style

    Fail70linguistic

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

    • mediumlinguistic · 84% 置信度

      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.

      发现于此处

      Homepage · <h1> and header · <nav>

      https://aivietnam.edu.vn/

      我们看到的情况

      “🚀 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

      如何修复它

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

  • Localized images and assets

    Fail82visual

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

  • Visual hierarchy

    Fail55visual

    Localization should not make headings or CTAs lose scanability.

    • lowvisual · 80% 置信度

      Heading is excessively long

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

      发现于此处

      Page body · heading

      https://aivietnam.edu.vn/

      我们看到的情况

      🚀 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

      如何修复它

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

  • Text overflow

    Fail72visual

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

    • mediumvisual · 65% 置信度

      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.

      发现于此处

      Hero · <h1> and course page · module controls

      https://aivietnam.edu.vn/

      我们看到的情况

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

      如何修复它

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

  • Layout breakage

    Fail85visual

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

  • Responsive localisation

    Fail82visual

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

已通过的审核(3)

不适用(19)

检测到的语言区域

vi (html_lang)

完整发现

  • mediumtechnical · 90% 置信度

    Only one locale signal detected

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

    发现于此处

    Sampled pages · document

    https://aivietnam.edu.vn/

    我们看到的情况

    Detected locale signals: vi

    如何修复它

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

  • mediumtechnical · 95% 置信度

    Canonical URLs are missing

    Sampled pages did not declare a canonical URL.

    发现于此处

    Document head · <link rel="canonical">

    https://aivietnam.edu.vn/

    我们看到的情况

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

    如何修复它

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

  • mediumtechnical · 95% 置信度

    Accessible names look untranslated

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

    发现于此处

    Accessible name · <img alt>

    https://aivietnam.edu.vn/

    我们看到的情况

    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

    如何修复它

    Translate accessible names together with the visible UI.

  • lowvisual · 80% 置信度

    Heading is excessively long

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

    发现于此处

    Page body · heading

    https://aivietnam.edu.vn/

    我们看到的情况

    🚀 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

    如何修复它

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

  • mediumlinguistic · 86% 置信度

    Inconsistent spelling of course navigation label

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

    发现于此处

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

    https://aivietnam.edu.vn/course

    我们看到的情况

    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”

    如何修复它

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

  • mediumlinguistic · 82% 置信度

    Fragmented metric copy

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

    发现于此处

    About page · statistics section

    https://aivietnam.edu.vn/about

    我们看到的情况

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

    如何修复它

    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% 置信度

    Unlocalized or unevenly integrated course terminology

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

    发现于此处

    Course page · module list

    https://aivietnam.edu.vn/course

    我们看到的情况

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

    如何修复它

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

  • mediumlinguistic · 84% 置信度

    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.

    发现于此处

    Homepage · <h1> and header · <nav>

    https://aivietnam.edu.vn/

    我们看到的情况

    “🚀 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

    如何修复它

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

  • mediumvisual · 65% 置信度

    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.

    发现于此处

    Hero · <h1> and course page · module controls

    https://aivietnam.edu.vn/

    我们看到的情况

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

    如何修复它

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

抽样页面

  • 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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