{"id":95676,"date":"2024-10-11T18:12:40","date_gmt":"2024-10-11T18:12:40","guid":{"rendered":"https:\/\/business-staging.udemy.com\/learning-path\/genai-on-google-cloud\/"},"modified":"2025-06-24T18:07:52","modified_gmt":"2025-06-24T18:07:52","slug":"genai-on-google-cloud","status":"publish","type":"learning-path","link":"https:\/\/business-staging.udemy.com\/vi\/learning-path\/genai-on-google-cloud\/","title":{"rendered":"AI tr\u00ean Google Cloud: LLM v\u00e0 M\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng"},"featured_media":0,"template":"","meta":{"_acf_changed":false,"_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"","jv_blocks_editor_width":"","_genesis_block_theme_hide_title":false},"class_list":["post-95676","learning-path","type-learning-path","status-publish","hentry","post","without-featured-image"],"acf":{"best_for":false,"skills":[{"skill":"Ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh AI t\u1ea1o sinh"},{"skill":"K\u1ef9 thu\u1eadt t\u1ea1o l\u1ec7nh"},{"skill":"Nh\u00fang v\u00e0 bi\u1ec3u di\u1ec5n vector"},{"skill":"X\u1eed l\u00fd AI \u0111a ph\u01b0\u01a1ng th\u1ee9c"},{"skill":"X\u1eed l\u00fd d\u1eef li\u1ec7u h\u00e0ng lo\u1ea1t v\u1edbi GCP"},{"skill":"Th\u00e0nh th\u1ea1o Vertex AI v\u00e0 AutoML"},{"skill":"T\u00edch h\u1ee3p Google Cloud API (T\u1ea7m nh\u00ecn, Ng\u00f4n ng\u1eef, Gi\u1ecdng n\u00f3i)"},{"skill":"Tri\u1ec3n khai AI c\u00f3 tr\u00e1ch nhi\u1ec7m"}],"title":"AI tr\u00ean Google Cloud: LLM v\u00e0 M\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng","heading_paragraph":"

L\u1ed9 tr\u00ecnh kh\u1edfi \u0111\u1ed9ng n\u00e0y cung c\u1ea5p ph\u1ea7n gi\u1edbi thi\u1ec7u ban \u0111\u1ea7u v\u1ec1 AI t\u1ea1o sinh tr\u00ean Google Cloud, t\u1eadp trung v\u00e0o Google Gemini v\u00e0 Vertex AI. H\u1ecdc vi\u00ean kh\u00e1m ph\u00e1 c\u00e1c kh\u00e1i ni\u1ec7m c\u01a1 b\u1ea3n, k\u1ef9 thu\u1eadt t\u1ea1o l\u1ec7nh, nh\u00fang, x\u1eed l\u00fd \u0111a ph\u01b0\u01a1ng th\u1ee9c v\u00e0 tri\u1ec3n khai th\u1ef1c h\u00e0nh b\u1eb1ng c\u00e1c d\u1ecbch v\u1ee5 Google Cloud nh\u01b0 Vertex AI, AutoML v\u00e0 nhi\u1ec1u API Google kh\u00e1c nhau cho th\u1ecb gi\u00e1c, ng\u00f4n ng\u1eef v\u00e0 gi\u1ecdng n\u00f3i. L\u1ed9 tr\u00ecnh n\u00e0y nh\u1ea5n m\u1ea1nh v\u00e0o c\u00e1c ho\u1ea1t \u0111\u1ed9ng AI c\u00f3 tr\u00e1ch nhi\u1ec7m v\u00e0 tri\u1ec3n khai th\u1ef1c ti\u1ec5n c\u00e1c gi\u1ea3i ph\u00e1p AI t\u1ea1o sinh.<\/p>\n","description_paragraph":"

M\u1ee5c ti\u00eau h\u1ecdc t\u1eadp<\/h3>\n
    \n
  1. Hi\u1ec3u c\u00e1c nguy\u00ean t\u1eafc c\u01a1 b\u1ea3n c\u1ee7a AI t\u1ea1o sinh: N\u1eafm b\u1eaft c\u00e1c nguy\u00ean t\u1eafc c\u1ed1t l\u00f5i c\u1ee7a AI t\u1ea1o sinh, bao g\u1ed3m s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa AI, ML v\u00e0 AI t\u1ea1o sinh, c\u0169ng nh\u01b0 c\u00e1c y\u00eau c\u1ea7u v\u1ec1 d\u1eef li\u1ec7u \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh hi\u1ec7u qu\u1ea3.<\/li>\n
  2. Ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai v\u1edbi Google Gemini v\u00e0 Vertex AI: C\u00f3 \u0111\u01b0\u1ee3c kinh nghi\u1ec7m th\u1ef1c h\u00e0nh trong vi\u1ec7c x\u00e2y d\u1ef1ng, \u0111i\u1ec1u ch\u1ec9nh v\u00e0 tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh AI t\u1ea1o sinh b\u1eb1ng Google Gemini, Vertex AI v\u00e0 c\u00e1c d\u1ecbch v\u1ee5 Google Cloud li\u00ean quan.<\/li>\n
  3. \u00c1p d\u1ee5ng K\u1ef9 thu\u1eadt t\u1ea1o l\u1ec7nh v\u00e0 Nh\u00fang: N\u1eafm v\u1eefng c\u00e1c k\u1ef9 thu\u1eadt thi\u1ebft k\u1ebf l\u1ec7nh v\u00e0 s\u1eed d\u1ee5ng nh\u00fang cho c\u00e1c t\u00e1c v\u1ee5 AI n\u00e2ng cao.<\/li>\n
  4. Tri\u1ec3n khai X\u1eed l\u00fd h\u00e0ng lo\u1ea1t v\u00e0 \u0111a ph\u01b0\u01a1ng th\u1ee9c: Kh\u00e1m ph\u00e1 c\u00e1c kh\u1ea3 n\u0103ng AI \u0111a ph\u01b0\u01a1ng th\u1ee9c nh\u01b0 x\u1eed l\u00fd h\u00ecnh \u1ea3nh, video v\u00e0 t\u00e0i li\u1ec7u, \u0111\u1ed3ng th\u1eddi th\u1ef1c hi\u1ec7n x\u1eed l\u00fd d\u1eef li\u1ec7u h\u00e0ng lo\u1ea1t b\u1eb1ng Google Cloud Storage v\u00e0 BigQuery.<\/li>\n
  5. S\u1eed d\u1ee5ng AI c\u00f3 tr\u00e1ch nhi\u1ec7m v\u00e0 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p hay nh\u1ea5t: T\u00ecm hi\u1ec3u c\u00e1c nguy\u00ean t\u1eafc AI, c\u00e1c ph\u01b0\u01a1ng ph\u00e1p AI c\u00f3 tr\u00e1ch nhi\u1ec7m v\u00e0 qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean \u0111\u00e1m m\u00e2y c\u1ee7a Google \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ph\u00e1t tri\u1ec3n AI c\u00f3 \u0111\u1ea1o \u0111\u1ee9c v\u00e0 hi\u1ec7u qu\u1ea3.<\/li>\n<\/ol>\n

    \u0110\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau<\/h3>\n

    L\u1ed9 tr\u00ecnh n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u00e0nh cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n, nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 chuy\u00ean gia c\u00f4ng ngh\u1ec7 mu\u1ed1n x\u00e2y d\u1ef1ng c\u00e1c gi\u1ea3i ph\u00e1p AI t\u1ea1o sinh tr\u00ean Google Cloud. L\u1ed9 tr\u00ecnh ph\u00f9 h\u1ee3p v\u1edbi nh\u1eefng ng\u01b0\u1eddi m\u1edbi l\u00e0m quen v\u1edbi Google Gemini, Vertex AI ho\u1eb7c AI t\u1ea1o sinh n\u00f3i chung, c\u0169ng nh\u01b0 nh\u1eefng ng\u01b0\u1eddi th\u1ef1c h\u00e0nh mu\u1ed1n n\u00e2ng cao k\u1ef9 n\u0103ng th\u1ef1c h\u00e0nh c\u1ee7a m\u00ecnh v\u1edbi h\u1ec7 sinh th\u00e1i AI c\u1ee7a Google Cloud.<\/p>\n","category":"Chuy\u00ean gia k\u1ef9 thu\u1eadt"},"yoast_head":"\nAI tr\u00ean Google Cloud: LLM v\u00e0 M\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng - Udemy Business<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI tr\u00ean Google Cloud: LLM v\u00e0 M\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng\" \/>\n<meta property=\"og:url\" content=\"https:\/\/business-staging.udemy.com\/vi\/learning-path\/genai-on-google-cloud\/\" \/>\n<meta property=\"og:site_name\" content=\"Udemy Business\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/udemy\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-24T18:07:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/business-staging.udemy.com\/wp-content\/uploads\/2023\/06\/udemy-business-organic-social-share-1200x630-refresh-2.png.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@udemy\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/business-staging.udemy.com\\\/vi\\\/learning-path\\\/genai-on-google-cloud\\\/\",\"url\":\"https:\\\/\\\/business-staging.udemy.com\\\/vi\\\/learning-path\\\/genai-on-google-cloud\\\/\",\"name\":\"AI tr\u00ean Google Cloud: LLM v\u00e0 M\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng - 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