{"id":64942,"date":"2020-05-28T17:27:45","date_gmt":"2020-05-28T09:27:45","guid":{"rendered":"http:\/\/www.homejamesfinance.com\/?p=64942"},"modified":"2020-05-28T17:28:01","modified_gmt":"2020-05-28T09:28:01","slug":"amazon-sagemaker%e6%89%ab%e6%b8%85%e4%ba%86%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e7%9a%84%e9%9a%9c%e7%a2%8d%ef%bc%8c%e7%bb%99%e4%ba%86%e6%88%91%e4%bb%ac%e4%b8%80%e6%8a%8a%e5%bc%80%e5%90%af%e6%99%ba","status":"publish","type":"post","link":"https:\/\/www.homejamesfinance.com\/p\/64942.html","title":{"rendered":"Amazon 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class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic.doit.com.cn\/2020\/05\/2020052002490697.png\" alt=\"\" class=\"wp-image-367013\"\/><\/figure>\n\n\n\n<p>\u800cAWS\u9664\u4e86\u63d0\u4f9b\u4e0a\u8ff0\u5185\u5bb9\uff0c\u8fd8\u662f\u5c11\u6570\u8fd8\u53ef\u4ee5\u63d0\u4f9b\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u73af\u5883\u7684\u5382\u5546\uff0cAWS\u63d0\u4f9b\u7684Amazon SageMaker\u662fAWS\u4eba\u5de5\u667a\u80fd\u670d\u52a1\u7684\u6838\u5fc3\u4ea7\u54c1\uff0c\u5b83\u80fd\u89e3\u51b3\u673a\u5668\u5b66\u4e60\u8fc7\u7a0b\u4e2d\u7684\u8bb8\u591a\u95ee\u9898\uff0c\u626b\u6e05\u4e86\u673a\u5668\u5b66\u4e60\u8fc7\u7a0b\u4e2d\u7684\u8bb8\u591a\u969c\u788d\uff0c\u7ed9\u4e86\u6211\u4eec\u4e00\u628a\u5f00\u542f\u667a\u80fd\u65f6\u4ee3\u7684\u94a5\u5319\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">1\uff0c\u8fd9\u9879\u529f\u80fd\u8ba9AWS\u7684\u673a\u5668\u5b66\u4e60\u5f00\u53d1\u5e73\u53f0\u5e7f\u53d7\u8ba4\u53ef<\/h5>\n\n\n\n<p>2017\u5e74\uff0cAWS\u9996\u6b21\u53d1\u5e03\u4e86Amazon SageMaker\uff0c\u6b64\u540e\u7ecf\u5386\u4e86\u6570\u4e0d\u6e05\u7684\u8fed\u4ee3\uff0c2018\u5e74\uff0c\u6211\u66fe\u5c1d\u8bd5\u7528SageMaker\u8bad\u7ec3\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u6a21\u578b\uff0c\u5f53\u65f6\u5bf9\u4e8eSageMaker\u7684\u4e3b\u8981\u5370\u8c61\u662f\uff0c\u8fd9\u662f\u4e00\u4e2a\u6258\u7ba1\u4e86Jupyter Notebook\u7684\u670d\u52a1\uff0c\u53ef\u4ee5\u8c03\u7528AWS\u4e91\u7684\u5404\u79cd\u8d44\u6e90\uff0c\u4f46\u5b9e\u9645\u4e0a\u6211\u4e2a\u4eba\u7535\u8111\u4e0a\u5b89\u88c5\u4e00\u4e2aAnaconda\u96c6\u6210\u7684\u670d\u52a1\u4e5f\u80fd\u8fbe\u5230\u7c7b\u4f3c\u7684\u6548\u679c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic.doit.com.cn\/2020\/05\/2020052002491412.png\" alt=\"\" class=\"wp-image-367014\"\/><\/figure>\n\n\n\n<p>2019\u5e74\u5e74\u672b\uff0cAWS\u63a8\u51fa\u4e86Amazon SageMaker Studio\u4e4b\u540e\uff0cAWS\u7684\u4e91\u4e0aAI\u8bad\u7ec3\u670d\u52a1\u624d\u6709\u4e86\u5e94\u8be5\u6709\u7684\u6837\u5b50\uff0c\u5176\u4e2d\u65b0\u589e\u7684SageMaker Autopilot\uff08Autopilot-\u4e2d\u6587\u53ef\u8bd1\u4f5c\u81ea\u52a8\u9a7e\u9a76\uff09\u81ea\u52a8\u5316\u7684\u673a\u5668\u5b66\u4e60\u4ee4\u4eba\u773c\u524d\u4e3a\u4e4b\u4e00\u4eae\u3002<\/p>\n\n\n\n<p>Gartner\u5bf9\u4e8eSageMaker Autopilot\u8bc4\u4ef7\u975e\u5e38\u9ad8\uff0c\u5728Gartner\u53d1\u5e03\u300a\u4e91AI\u5f00\u53d1\u8005\u670d\u52a1\u9b54\u529b\u8c61\u9650\u300b\u4e2d\uff0cAWS\u88ab\u8bc4\u4e3a\u9886\u5bfc\u8005\uff0c\u4e3b\u8981\u539f\u56e0\u5c31\u662f\u63a8\u51fa\u4e86\u5e7f\u53d7\u597d\u8bc4\u7684SageMaker Autopilot\u3002<\/p>\n\n\n\n<p>SageMaker 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Autopilot\u4e5f\u5e76\u4e0d\u80fd\u53d6\u4ee3\u771f\u6b63\u4e13\u4e1a\u7684\u6570\u636e\u79d1\u5b66\u5bb6\uff0c\u6570\u636e\u79d1\u5b66\u5bb6\u8981\u6c42\u5bf9\u6574\u4e2a\u673a\u5668\u5b66\u4e60\u7684\u8bad\u7ec3\u8fc7\u7a0b\u6709\u66f4\u5f3a\u7684\u638c\u63a7\u80fd\u529b\uff0c\u800cSagaMaker\u80fd\u4e3a\u6570\u636e\u79d1\u5b66\u5bb6\u63d0\u4f9b\u8bb8\u591a\u4fbf\u5229\u6027\uff0c\u5728\u6211\u770b\u6765\uff0c\u5927\u6982\u6709\u4ee5\u4e0b\u51e0\u70b9\u3002<\/p>\n\n\n\n<p>\u7701\u53bb\u914d\u7f6e\u73af\u5883\u7684\u9ebb\u70e6\u3002SagaMaker\u96c6\u6210\u4e86\u5b8c\u5907\u7684\u673a\u5668\u5b66\u4e60\u8fd0\u884c\u73af\u5883\uff0c\u652f\u6301\u5404\u79cd\u4e3b\u6d41\u7684\u673a\u5668\u5b66\u4e60\u6846\u67b6\uff0c\u5305\u62ec\u5de5\u4e1a\u754c\u6700\u5e38\u7528\u7684TensorFlow\uff0c\u5b66\u672f\u754c\u66f4\u559c\u6b22\u7684PyTorch\uff0c\u4ee5\u53caAWS\u66f4\u63a8\u5d07\u7684MXNET\u3002AWS\u5728\u6258\u7ba1\u7684Jupyter NoteBook\u91cc\u63d0\u4f9b\u8fd9\u4e00\u96c6\u6210\u73af\u5883\uff0c\u7701\u53bb\u914d\u7f6e\u73af\u5883\u7684\u9ebb\u70e6\u3002<\/p>\n\n\n\n<p>\u53ec\u4e4b\u5373\u6765\u7684\u5f39\u6027\u8d44\u6e90\u3002\u8bf4\u5230\u5e95\uff0cAWS\u8fd8\u662f\u51fa\u552e\u8d44\u6e90\u670d\u52a1\u7684\uff0cAWS\u5e73\u53f0\u4e0a\u80fd\u63d0\u4f9b\u591a\u79cd\u591a\u6837\u7684\u8d44\u6e90\uff0c\u7528\u4e8e\u5b58\u50a8\u8bad\u7ec3\u6570\u636e\u7684S3\uff0c\u8ba1\u7b97\u65b9\u9762\u80fd\u63d0\u4f9b\u5404\u79cd\u5b9e\u4f8b\uff0c\u5404\u79cd\u8d44\u6e90\u53ef\u4ee5\u547c\u4e4b\u5373\u6765\uff0c\u4ece\u4f7f\u7528\u7684\u89d2\u5ea6\u770b\uff0cAWS\u4e0d\u65ad\u4f18\u5316\u8d44\u6e90\u5206\u914d\u7684\u7075\u6d3b\u6027\u548c\u4fbf\u6377\u6027\uff0c\u6bd4\u5982\uff0c\u53ef\u4ee5\u968f\u65f6\u8f7b\u677e\u7684\u8c03\u6574\u6258\u7ba1Jupyter 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