{"id":238,"date":"2025-03-31T13:24:12","date_gmt":"2025-03-31T05:24:12","guid":{"rendered":"https:\/\/www.elite.cloud\/?p=238"},"modified":"2025-03-31T13:26:50","modified_gmt":"2025-03-31T05:26:50","slug":"ai-cloud-2025-aws-gcp-azure","status":"publish","type":"post","link":"https:\/\/www.elite.cloud\/zh\/post\/ai-cloud-2025-aws-gcp-azure\/","title":{"rendered":"AI\u8207\u96f2\u7aef\u6574\u5408\uff1a2025 AWS\u3001GCP\u3001Azure \u96f2\u7aef\u8da8\u52e2"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u591a\u96f2\u5df2\u6210\u6a19\u914d\uff1f2025 AI \u96f2\u7aef\u6578\u4f4d\u8f49\u578b\u5168\u89e3\u6790\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/digVanF_8Dk?start=2&#038;feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"viewer-uzoan292\">\u4e00\u3001\u96f2\u7aef\u904b\u7b97\u8da8\u52e2\u6982\u8ff0<\/h2>\n\n\n\n<p id=\"viewer-z5v2o294\">\u8fd1\u5e74\u4f86\uff0c\u96f2\u7aef\u904b\u7b97\u5df2\u5f9e\u55ae\u4e00\u516c\u6709\u96f2\u8f49\u5411\u591a\u96f2\u53ca\u6df7\u5408\u96f2\u67b6\u69cb\uff0c\u6eff\u8db3\u4f01\u696d\u591a\u6a23\u5316\u8207\u5f48\u6027\u5316\u9700\u6c42\u3002\u9664\u4e86\u591a\u96f2\u7b56\u7565\u8207\u6df7\u5408\u96f2\u61c9\u7528\u4e4b\u5916\uff0c\u7da0\u8272\u96f2\u7aef\u3001\u908a\u7de3\u904b\u7b97\u3001\u7121\u4f3a\u670d\u5668\u904b\u7b97\u7b49\u6280\u8853\u4e5f\u6301\u7e8c\u767c\u5c55\uff0c\u4e26\u8207\u5340\u584a\u93c8\u3001\u91cf\u5b50\u904b\u7b97\u7b49\u65b0\u8208\u6280\u8853\u76f8\u8f14\u76f8\u6210\u3002\u9019\u5176\u4e2d\uff0cAI \u6280\u8853\u7684\u5ee3\u6cdb\u61c9\u7528\u7121\u7591\u6b63\u5f15\u9818\u7522\u696d\u751f\u614b\u8b8a\u9769\uff0c\u7d50\u5408\u96f2\u7aef\u5f8c\u5c55\u73fe\u51fa\u5927\u6578\u64da\u8655\u7406\u3001\u9810\u6e2c\u5206\u6790\u8207\u81ea\u52d5\u5316\u80fd\u529b\uff0c\u70ba\u4f01\u696d\u5e36\u4f86\u524d\u6240\u672a\u6709\u7684\u5275\u65b0\u6a5f\u9047\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"viewer-b5e68307\">\u4e8c\u3001AI \u8207\u96f2\u7aef\u6574\u5408\u7684\u73fe\u72c0<\/h2>\n\n\n\n<p id=\"viewer-iddcb309\">\u5728\u5feb\u901f\u8b8a\u52d5\u7684\u5e02\u5834\u74b0\u5883\u4e0b\uff0cAI \u5df2\u6210\u70ba\u63a8\u52d5\u4f01\u696d\u9032\u6b65\u7684\u91cd\u8981\u5de5\u5177\uff0c\u800c\u96f2\u7aef\u904b\u7b97\u5247\u70ba AI \u6280\u8853\u63d0\u4f9b\u4e86\u7121\u9650\u5f48\u6027\u8207\u8cc7\u6e90\u64f4\u5c55\u7684\u5e73\u53f0\u3002\u4e3b\u8981\u512a\u52e2\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5927\u898f\u6a21\u6578\u64da\u8655\u7406\u8207\u904b\u7b97\u80fd\u529b&nbsp;&#8211; <\/strong>\u96f2\u7aef\u5e73\u53f0\u80fd\u6839\u64da\u4f01\u696d\u9700\u6c42\u63d0\u4f9b\u52d5\u614b\u8cc7\u6e90\u5206\u914d\uff0c\u5354\u52a9 AI \u6a21\u578b\u5728\u6d77\u91cf\u6578\u64da\u4e2d\u9032\u884c\u8a13\u7df4\u8207\u63a8\u7406\uff0c\u5f9e\u800c\u9054\u5230\u66f4\u7cbe\u78ba\u7684\u9810\u6e2c\u5206\u6790\u3002<\/li>\n\n\n\n<li><strong>\u751f\u6210\u5f0f AI \u8207\u81ea\u52d5\u5316\u61c9\u7528&nbsp;&#8211; <\/strong>\u7d50\u5408\u751f\u6210\u5f0f AI\uff0c\u4f01\u696d\u80fd\u81ea\u52d5\u5316\u8655\u7406\u6587\u4ef6\u3001\u751f\u6210\u5831\u544a\uff0c\u751a\u81f3\u90e8\u5206\u6c7a\u7b56\u6d41\u7a0b\uff0c\u5927\u5e45\u964d\u4f4e\u4eba\u529b\u6210\u672c\u4e26\u63d0\u5347\u904b\u71df\u6548\u7387\u3002<\/li>\n\n\n\n<li><strong>\u5f48\u6027\u90e8\u7f72\u8207\u5373\u6642\u66f4\u65b0&nbsp;&#8211; <\/strong>\u900f\u904e\u96f2\u7aef\u670d\u52d9\uff0c\u4f01\u696d\u53ef\u5728\u5168\u7403\u5404\u5730\u5feb\u901f\u90e8\u7f72 AI \u61c9\u7528\uff0c\u4e26\u4f9d\u64da\u5be6\u6642\u6578\u64da\u52d5\u614b\u8abf\u6574\u6a21\u578b\u8207\u8cc7\u6e90\uff0c\u4fdd\u8b49\u696d\u52d9\u904b\u884c\u7684\u7a69\u5b9a\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"viewer-g5qjg371\">\u4e09\u3001AWS\u3001GCP \u8207 Azure \u5728 AI \u6574\u5408\u7684\u9818\u5148\u61c9\u7528<\/h2>\n\n\n\n<p id=\"viewer-56geo373\">\u4f5c\u70ba\u5168\u7403\u6700\u5177\u5f71\u97ff\u529b\u7684\u96f2\u7aef\u5e73\u53f0\uff0c<a href=\"https:\/\/www.elite.cloud\/zh\/aws\/\" target=\"_blank\" rel=\"noopener\" title=\"\">AWS<\/a>\u3001<a href=\"https:\/\/www.elite.cloud\/zh\/gcp\/\" title=\"\">Google Cloud (GCP)<\/a> \u8207 <a href=\"https:\/\/www.elite.cloud\/zh\/azure\/\" target=\"_blank\" rel=\"noopener\" title=\"\">Azure<\/a> \u5404\u81ea\u63a8\u51fa\u4e86\u5c08\u696d\u7684 AI \u89e3\u6c7a\u65b9\u6848\uff0c\u52a9\u529b\u4f01\u696d\u5168\u9762\u5be6\u73fe\u6578\u4f4d\u8f49\u578b\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"viewer-a5rq31273\">AWS \u7684 AI \u6574\u5408<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/03\/80ec8f_b14c3c2e8831469a92c2c0a65815eb23mv2-1024x576.jpg\" alt=\"AWS Sagemaker\" class=\"wp-image-314\" srcset=\"https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/03\/80ec8f_b14c3c2e8831469a92c2c0a65815eb23mv2-1024x576.jpg 1024w, https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/03\/80ec8f_b14c3c2e8831469a92c2c0a65815eb23mv2-300x169.jpg 300w, https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/03\/80ec8f_b14c3c2e8831469a92c2c0a65815eb23mv2-768x432.jpg 768w, https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/03\/80ec8f_b14c3c2e8831469a92c2c0a65815eb23mv2.avif 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">AWS SageMaker (\u5716\u7247\u4f86\u6e90: AWS)<\/figcaption><\/figure>\n\n\n\n<p id=\"viewer-7ru6f22035\">AWS \u63d0\u4f9b\u5f9e\u8cc7\u6599\u9810\u8655\u7406\u3001\u6a21\u578b\u8a13\u7df4\u5230\u90e8\u7f72\u7dad\u8b77\u7684\u5168\u6d41\u7a0b\u89e3\u6c7a\u65b9\u6848\uff0c\u4e26\u85c9\u7531\u5c08\u7528 AI \u670d\u52d9\u63d0\u5347\u5404\u7a2e\u61c9\u7528\u6548\u80fd\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/aws.amazon.com\/tw\/sagemaker\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><u>Amazon SageMaker<\/u><\/strong><\/a><strong>&nbsp;&#8211; <\/strong>\u4e00\u7ad9\u5f0f\u6a5f\u5668\u5b78\u7fd2\u5e73\u53f0\uff0c\u6db5\u84cb\u6578\u64da\u6a19\u8a18\uff08SageMaker Ground Truth\uff09\u3001\u81ea\u52d5\u6a21\u578b\u8a13\u7df4\uff08SageMaker Autopilot\uff09\u4ee5\u53ca\u6a21\u578b\u90e8\u7f72\u8207\u76e3\u63a7\uff08SageMaker Endpoint\u3001Debugger\u3001Model Monitor\uff09\u3002<\/li>\n\n\n\n<li><strong>\u5c08\u7528 AI \u670d\u52d9&nbsp;&#8211; <\/strong>\u4f8b\u5982 <a href=\"https:\/\/aws.amazon.com\/rekognition\/\" target=\"_blank\" rel=\"noreferrer noopener\"><u>Amazon Rekognition<\/u><\/a> \u7528\u65bc\u5f71\u50cf\u8207\u5f71\u7247\u5206\u6790\u3001<a href=\"https:\/\/aws.amazon.com\/comprehend\/\" target=\"_blank\" rel=\"noreferrer noopener\"><u>Amazon Comprehend<\/u><\/a> \u63d0\u4f9b\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff0c\u4ee5\u53ca Amazon Lex\/Polly \u652f\u6301\u667a\u6167\u804a\u5929\u6a5f\u5668\u4eba\u8207\u6587\u672c\u8f49\u8a9e\u97f3\u3002<\/li>\n\n\n\n<li><strong>\u7121\u4f3a\u670d\u5668\u67b6\u69cb\u8207\u751f\u614b\u7cfb\u7d71&nbsp;&#8211; <\/strong>\u7d50\u5408 <a href=\"https:\/\/aws.amazon.com\/tw\/lambda\/\" target=\"_blank\" rel=\"noreferrer noopener\"><u>AWS Lambda<\/u><\/a> \u7b49\u670d\u52d9\uff0c\u8207 <a href=\"https:\/\/aws.amazon.com\/glue\/\" target=\"_blank\" rel=\"noreferrer noopener\"><u>AWS Glue<\/u><\/a>\u3001<a href=\"https:\/\/aws.amazon.com\/redshift\/\" target=\"_blank\" rel=\"noreferrer noopener\"><u>Amazon Redshift<\/u><\/a> \u7b49\u8cc7\u6599\u670d\u52d9\u7121\u7e2b\u6574\u5408\uff0c\u652f\u6301\u4e3b\u6d41\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6\uff08TensorFlow\u3001PyTorch\uff09\uff0c\u70ba\u4f01\u696d\u63d0\u4f9b\u9748\u6d3b\u8207\u5f37\u5927\u7684\u89e3\u6c7a\u65b9\u6848\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"viewer-hxz8x266\">GCP \u7684 AI \u6574\u5408<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"577\" src=\"https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/03\/80ec8f_31d73559c6f5439da3a6db0bb1ec6265mv2-1024x577.jpg\" alt=\"Vertex AI Studio\" class=\"wp-image-316\" srcset=\"https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/03\/80ec8f_31d73559c6f5439da3a6db0bb1ec6265mv2-1024x577.jpg 1024w, https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/03\/80ec8f_31d73559c6f5439da3a6db0bb1ec6265mv2-300x169.jpg 300w, https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/03\/80ec8f_31d73559c6f5439da3a6db0bb1ec6265mv2-768x433.jpg 768w, https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/03\/80ec8f_31d73559c6f5439da3a6db0bb1ec6265mv2.avif 1480w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Vertex AI (\u5716\u7247\u4f86\u6e90: YouTube)<\/figcaption><\/figure>\n\n\n\n<p id=\"viewer-4azeo22055\">GCP \u4ee5\u5176\u5148\u9032\u7684 AI \u5de5\u5177\u548c\u5b8c\u5584\u7684\u751f\u614b\u7cfb\u7d71\uff0c\u70ba\u4f01\u696d\u63d0\u4f9b\u5f9e\u6578\u64da\u8655\u7406\u5230\u6a21\u578b\u90e8\u7f72\u7684\u5168\u5957\u670d\u52d9\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/cloud.google.com\/vertex-ai?hl=en\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><u>Vertex AI<\/u><\/strong><\/a><strong>&nbsp;&#8211; <\/strong>\u7d71\u4e00\u7684\u6a5f\u5668\u5b78\u7fd2\u5e73\u53f0\uff0c\u6574\u5408 AutoML \u8207\u81ea\u5b9a\u7fa9\u6a21\u578b\u958b\u767c\uff0c\u652f\u6301 TensorFlow\u3001PyTorch \u4e26\u63d0\u4f9b\u5167\u5efa\u6a21\u578b\u76e3\u63a7\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/cloud.google.com\/bigquery\/docs\/bqml-introduction\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><u>BigQuery ML<\/u><\/strong><\/a><strong>&nbsp;&#8211; <\/strong>\u5141\u8a31\u7528\u6236\u76f4\u63a5\u5728 BigQuery \u4e2d\u5229\u7528 SQL \u5275\u5efa\u548c\u904b\u884c\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\uff0c\u964d\u4f4e\u9032\u5165\u9580\u6abb\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/cloud.google.com\/automl?hl=en\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><u>Cloud AutoML<\/u><\/strong><\/a><strong>&nbsp;&#8211; <\/strong>\u91dd\u5c0d\u5716\u50cf\u3001\u8a9e\u8a00\u3001\u8996\u983b\u7b49\u9818\u57df\uff0c\u63d0\u4f9b\u7c21\u5316\u7684\u6a21\u578b\u8a13\u7df4\u5de5\u5177\uff0c\u8b93\u975e\u5c08\u696d\u7528\u6236\u4e5f\u80fd\u90e8\u7f72\u9ad8\u6548\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u7121\u7e2b\u6574\u5408&nbsp;&#8211; <\/strong>\u8207 <a href=\"https:\/\/cloud.google.com\/products\/dataflow?hl=en\" target=\"_blank\" rel=\"noreferrer noopener\"><u>Dataflow<\/u><\/a>\u3001<a href=\"https:\/\/cloud.google.com\/dataproc?hl=en\" target=\"_blank\" rel=\"noreferrer noopener\"><u>Dataproc<\/u><\/a> \u7b49\u5927\u6578\u64da\u5de5\u5177\u7dca\u5bc6\u7d50\u5408\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u6578\u64da\u8207\u6a5f\u5668\u5b78\u7fd2\u751f\u614b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"viewer-spz9j22077\">Azure \u7684 AI \u6574\u5408<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"533\" src=\"https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/03\/80ec8f_2dcd519ece8a4deab993797cc6c3ed5amv2-1024x533.jpg\" alt=\"Azure Bot Service\" class=\"wp-image-318\" srcset=\"https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/03\/80ec8f_2dcd519ece8a4deab993797cc6c3ed5amv2-1024x533.jpg 1024w, https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/03\/80ec8f_2dcd519ece8a4deab993797cc6c3ed5amv2-300x156.jpg 300w, https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/03\/80ec8f_2dcd519ece8a4deab993797cc6c3ed5amv2-768x400.jpg 768w, https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/03\/80ec8f_2dcd519ece8a4deab993797cc6c3ed5amv2.avif 1480w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Azure Bot Service (\u5716\u7247\u4f86\u6e90: Azure)<\/figcaption><\/figure>\n\n\n\n<p id=\"viewer-7kwg922079\">Azure \u63d0\u4f9b\u4e00\u7cfb\u5217\u4e00\u7ad9\u5f0f AI \u670d\u52d9\u8207\u5de5\u5177\uff0c\u5354\u52a9\u4f01\u696d\u5f9e\u6a21\u578b\u958b\u767c\u5230\u5168\u7403\u90e8\u7f72\uff0c\u78ba\u4fdd\u4f01\u696d\u7d1a\u5b89\u5168\u6027\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/machine-learning\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><u>Azure Machine Learning<\/u><\/strong><\/a><strong>&nbsp;&#8211; <\/strong>\u652f\u6301\u81ea\u52d5\u5316\u6a5f\u5668\u5b78\u7fd2\uff08AutoML\uff09\u3001\u6a21\u578b\u7ba1\u7406\u8207\u8de8\u6846\u67b6\u6574\u5408\uff0c\u7c21\u5316\u6a21\u578b\u69cb\u5efa\u8207\u90e8\u7f72\u6d41\u7a0b\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/ai-services\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><u>Azure Cognitive Services<\/u><\/strong><\/a><strong>&nbsp;&#8211; <\/strong>\u63d0\u4f9b\u5716\u50cf\u8b58\u5225\u3001\u8a9e\u97f3\u8fa8\u8b58\u3001\u8a9e\u8a00\u7406\u89e3\u7b49\u9810\u8a13\u7df4 API\uff0c\u5feb\u901f\u843d\u5730\u61c9\u7528\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/azure.microsoft.com\/zh-tw\/products\/ai-services\/ai-bot-service\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><u>Azure Bot Service \u8207\u6574\u5408\u5de5\u5177<\/u><\/strong><\/a><strong>&nbsp;&#8211; <\/strong>\u5e6b\u52a9\u4f01\u696d\u958b\u767c\u667a\u6167\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u8207 Azure Synapse Analytics\u3001Data Lake \u7b49\u5de5\u5177\u7d44\u6210\u5b8c\u6574\u6578\u64da\u89e3\u6c7a\u65b9\u6848\u3002<\/li>\n\n\n\n<li><strong>\u5b89\u5168\u6027\u8207\u5168\u7403\u4f48\u5c40&nbsp;&#8211; <\/strong>\u5b8c\u5584\u7684\u5b89\u5168\u9632\u8b77\u63aa\u65bd\u8207\u5168\u7403\u6578\u64da\u4e2d\u5fc3\u652f\u6301\u4f01\u696d\u5feb\u901f\u90e8\u7f72 AI 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