{"id":8951,"date":"2020-09-30T00:10:09","date_gmt":"2020-09-29T15:10:09","guid":{"rendered":"https:\/\/www.magtranetwork.com\/?p=8951"},"modified":"2021-06-14T12:49:44","modified_gmt":"2021-06-14T03:49:44","slug":"aws_certified_machine_learning_specialty","status":"publish","type":"post","link":"https:\/\/www.magtranetwork.com\/aws\/aws_certified_machine_learning_specialty.html","title":{"rendered":"\u300cAWS \u8a8d\u5b9a \u6a5f\u68b0\u5b66\u7fd2 \u2013 \u5c02\u9580\u77e5\u8b58\u300d\u306e\u5b66\u7fd2\u65b9\u6cd5\u30fb\u52c9\u5f37\u6cd5\u30fb\u8a66\u9a13\u5bfe\u7b56\u30fb\u5408\u683c\u4f53\u9a13\u8a18 \uff5e How to study for AWS Certified Machine Learning \u2013 Specialty(MLS)\uff5e"},"content":{"rendered":"<p>Amazon Web Services(AWS)\u306f\u4eca\u6700\u3082\u30b7\u30a7\u30a2\u3092\u62e1\u5927\u3057\u3066\u3044\u308b\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u306e\u4e00\u3064\u3067\u3059\u3002<br \/>\n\u305d\u3057\u3066\u3001<strong>AWS\u8a8d\u5b9a\u3068\u306fAWS\u30af\u30e9\u30a6\u30c9\u3092\u6d3b\u7528\u3059\u308b\u6280\u8853\u7684\u306a\u5c02\u9580\u77e5\u8b58\u304c\u4e00\u5b9a\u4ee5\u4e0a\u3042\u308b\u3053\u3068\u3092\u8a3c\u660e\u3059\u308bAWS\u516c\u5f0f\u306e\u8a8d\u5b9a\u8cc7\u683c<\/strong>\u3067\u3059\u3002<\/p>\n<p>\u5168\u4f53\u7684\u306aAWS\u8a8d\u5b9a\u306e\u6982\u8981\u3001AWS\u8a8d\u5b9a\u306e\u30e1\u30ea\u30c3\u30c8\u3001\u4e3b\u89b3\u7684\u306a\u96e3\u6613\u5ea6\u9806\u4f4d\u3001\u5171\u901a\u3059\u308b\u5b66\u7fd2\u65b9\u6cd5\u30fb\u52c9\u5f37\u6cd5\u30fb\u8a66\u9a13\u5bfe\u7b56\u30fb\u5408\u683c\u4f53\u9a13\u8a18\u306b\u3064\u3044\u3066\u306f\u89aa\u8a18\u4e8b\u3068\u306a\u308b<br \/>\n<a href=\"https:\/\/www.magtranetwork.com\/aws\/all_aws_certifications_engineer.html\" target=\"_blank\" rel=\"noopener\">AWS\u8a8d\u5b9a\u5168\u51a0\u3092\u9054\u6210\u3057\u305f\u5b66\u7fd2\u65b9\u6cd5\u30fb\u52c9\u5f37\u6cd5\u30fb\u5408\u683c\u4f53\u9a13\u8a18\u30fb\u8cc7\u683c\u306e\u96e3\u6613\u5ea6 \uff5eHow to become an ALL AWS Certifications Engineer. How to study for AWS Certifications.\uff5e<\/a><br \/>\n\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2>\u300cAWS Certified Machine Learning \u2013 Specialty(MLS) | AWS \u8a8d\u5b9a \u6a5f\u68b0\u5b66\u7fd2 \u2013 \u5c02\u9580\u77e5\u8b58\u300d\u3068\u306f<\/h2>\n<p>\u300cAWS Certified Machine Learning \u2013 Specialty(MLS) | AWS \u8a8d\u5b9a \u6a5f\u68b0\u5b66\u7fd2 \u2013 \u5c02\u9580\u77e5\u8b58\u300d\u306f\u4e00\u8a00\u3067\u8a00\u3048\u3070AWS\u30af\u30e9\u30a6\u30c9\u306e\u7279\u5fb4\u3092\u6d3b\u7528\u3057\u305f\u9ad8\u5ea6\u306a\u6a5f\u68b0\u5b66\u7fd2\u30fb\u6df1\u5c64\u5b66\u7fd2\u74b0\u5883\u306e\u8a2d\u8a08\u30fb\u69cb\u7bc9\u30fb\u904b\u7528\u304c\u3067\u304d\u308b\u5c02\u9580\u77e5\u8b58\u3092\u691c\u8a3c\u3059\u308b\u8a8d\u5b9a\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<br \/>\n<a href=\"https:\/\/aws.amazon.com\/jp\/training\/learn-about\/machine-learning\/\" target=\"_blank\" rel=\"noopener external\">\u6a5f\u68b0\u5b66\u7fd2\u306e\u30e9\u30fc\u30cb\u30f3\u30b0\u30d1\u30b9<\/a>\u3067\u306f\u524d\u63d0\u3068\u306a\u308bAWS\u8a8d\u5b9a\u306e\u53d6\u5f97\u306f\u7279\u306b\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u53d7\u9a13\u306b\u3042\u305f\u3063\u3066\u306f\u3053\u306e\u5206\u91ce\u306eAWS\u30b5\u30fc\u30d3\u30b9\u3068\u95a2\u9023\u77e5\u8b58\u3092\u719f\u77e5\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308b\u5c02\u9580\u77e5\u8b58\u306b\u7279\u5316\u3057\u305f\u9ad8\u5ea6\u306a\u8a8d\u5b9a\u3067\u3059\u3002<\/p>\n<p>\u5f8c\u8ff0\u306e\uff1c\u5b66\u7fd2\u30ea\u30bd\u30fc\u30b9\uff1e\u3067\u7d39\u4ecb\u3057\u3066\u3044\u308b\u300c\u8a66\u9a13\u30ac\u30a4\u30c9\u300d\u3084\u300cExam Readiness\u300d\u3092\u898b\u3066\u3044\u305f\u3060\u3051\u308c\u3070\u308f\u304b\u3063\u3066\u3044\u305f\u3060\u3051\u308b\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u5b66\u7fd2\u3057\u3066\u304a\u304f\u3079\u304dAWS\u30b5\u30fc\u30d3\u30b9\u306f\u300c\u6a5f\u68b0\u5b66\u7fd2\u30fb\u6df1\u5c64\u5b66\u7fd2\u300d\u306b\u95a2\u9023\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u5168\u822c\u306b\u308f\u305f\u308a\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u591a\u304f\u306eAWS\u30b5\u30fc\u30d3\u30b9\u306e\u7279\u5fb4\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u3001\u3055\u3089\u306b\u9ad8\u5ea6\u306a\u6a5f\u68b0\u5b66\u7fd2\u30fb\u6df1\u5c64\u5b66\u7fd2\u74b0\u5883\u3092\u5b9f\u73fe\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3084\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u77e5\u8b58\u304c\u5fc5\u8981\u3068\u3055\u308c\u308b\u305f\u3081\u6570\u3042\u308bAWS\u8a8d\u5b9a\u306e\u4e2d\u3067\u3082\u96e3\u6613\u5ea6\u306e\u9ad8\u3044\u8a8d\u5b9a\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<h2>\u5b66\u7fd2\u30ea\u30bd\u30fc\u30b9<\/h2>\n<p>\u4ee5\u4e0b\u306b\u300cAWS Certified Machine Learning \u2013 Specialty(MLS) | AWS \u8a8d\u5b9a \u6a5f\u68b0\u5b66\u7fd2 \u2013 \u5c02\u9580\u77e5\u8b58\u300d\u306eAWS\u8a8d\u5b9a\u306b\u95a2\u3059\u308b\u5b66\u7fd2\u30ea\u30bd\u30fc\u30b9\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<br \/>\n\u82f1\u8a9e\u306e\u8a18\u4e8b\u3084\u8cc7\u6599\u304c\u591a\u3044\u3067\u3059\u304c\u5c02\u9580\u7528\u8a9e\u4e2d\u5fc3\u306a\u306e\u3067\u6bd4\u8f03\u7684\u7406\u89e3\u3057\u3084\u3059\u3044\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u82f1\u8a9e\u304c\u82e6\u624b\u306a\u5834\u5408\u306fChrome\u306e\u53f3\u30af\u30ea\u30c3\u30af\u3067\u7ffb\u8a33\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u3001\u306a\u3093\u3068\u306a\u304f\u308f\u304b\u308b\u65e5\u672c\u8a9e\u306b\u5909\u63db\u3057\u306a\u304c\u3089\u5b66\u7fd2\u3059\u308b\u306e\u3082\u826f\u3044\u3067\u3057\u3087\u3046\u3002<br \/>\n<strong>\u91cd\u8981\u306a\u306e\u306f\u65e5\u672c\u8a9e\u306e\u8cc7\u6599\u306b\u7121\u3044\u60c5\u5831\u306f\u7ffb\u8a33\u3057\u306a\u304c\u3089\u3067\u3082\u82f1\u8a9e\u3092\u8aad\u307f\u3059\u3059\u3081\u3066\u5fc5\u8981\u306a\u77e5\u8b58\u3092\u5f97\u308b\u3053\u3068\u304c\u5408\u683c\u306b\u8fd1\u3065\u304f\u9375<\/strong>\u3067\u3059\u3002<\/p>\n<ul>\n<li style=\"font-size:100%\"><a href=\"https:\/\/aws.amazon.com\/jp\/certification\/certified-machine-learning-specialty\/\" target=\"_blank\" rel=\"noopener\">AWS\u8a8d\u5b9a\u516c\u5f0f\u30da\u30fc\u30b8(MLS)<\/a><\/li>\n<p>    AWS\u8a8d\u5b9a\u306e\u516c\u5f0f\u30da\u30fc\u30b8\u306b\u306f\u8a66\u9a13\u306e\u5185\u5bb9\u3084\u8a66\u9a13\u306e\u6e96\u5099\u306b\u95a2\u3059\u308b\u8cc7\u6599\u3084\u30ea\u30f3\u30af\u304c\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u6700\u521d\u306b\u3053\u3061\u3089\u3092\u78ba\u8a8d\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<li style=\"font-size:100%\"><a href=\"https:\/\/d1.awsstatic.com\/ja_JP\/training-and-certification\/docs-ml\/AWS-Certified-Machine-Learning-Specialty_Exam-Guide.pdf\" target=\"_blank\" rel=\"noopener\">\u8a66\u9a13\u30ac\u30a4\u30c9(MLS)<\/a><\/li>\n<p>    \u307e\u305a\u306f\u8a66\u9a13\u30ac\u30a4\u30c9\u3067\u53d7\u9a13\u3059\u308bAWS\u8a8d\u5b9a\u306e\u8a66\u9a13\u7bc4\u56f2\u3068\u3069\u306e\u3088\u3046\u306a\u5185\u5bb9\u304c\u51fa\u984c\u3055\u308c\u308b\u304b\u3092\u628a\u63e1\u3057\u307e\u3059\u3002<\/p>\n<li style=\"font-size:100%\"><a href=\"https:\/\/d1.awsstatic.com\/ja_JP\/training-and-certification\/docs-ml\/AWS-Certified-Machine-Learning-Specialty_Sample-Questions.pdf\" target=\"_blank\" rel=\"noopener\">\u30b5\u30f3\u30d7\u30eb\u554f\u984c(MLS)<\/a><\/li>\n<p>    \u6b21\u306b\u8a66\u9a13\u30ac\u30a4\u30c9\u3068\u30bb\u30c3\u30c8\u3067\u63b2\u8f09\u3055\u308c\u3066\u3044\u308b\u30b5\u30f3\u30d7\u30eb\u554f\u984c\u3092\u89e3\u3044\u3066\u3001\u3056\u3063\u304f\u308a\u3068\u3057\u305f\u51fa\u984c\u50be\u5411\u3084\u5927\u307e\u304b\u306a\u51fa\u984c\u3055\u308c\u308b\u77e5\u8b58\u306e\u7c92\u5ea6\u3092\u628a\u63e1\u3057\u307e\u3059\u3002<\/p>\n<li style=\"font-size:100%\"><a href=\"https:\/\/aws.amazon.com\/jp\/aws-jp-introduction\/aws-jp-webinar-service-cut\/\" target=\"_blank\" rel=\"noopener\">AWS\u30b5\u30fc\u30d3\u30b9\u5225\u8cc7\u6599(AWS Black Belt Online Seminar\u8cc7\u6599)<\/a><\/li>\n<p>    AWS\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u8a73\u7d30\u3067\u60c5\u5831\u91cf\u3082\u8c4a\u5bcc\u3067\u3059\u304c\u81a8\u5927\u306a\u91cf\u306a\u306e\u3067\u3001\u91cd\u8981\u70b9\u3092\u307e\u3068\u3081\u305f\u300cAWS\u30b5\u30fc\u30d3\u30b9\u5225\u8cc7\u6599(AWS Black Belt Online Seminar\u8cc7\u6599)\u300d\u304b\u3089\u5404\u30b5\u30fc\u30d3\u30b9\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<li style=\"font-size:100%\"><a href=\"https:\/\/www.aws.training\/certification\" target=\"_blank\" rel=\"noopener\">\u6a21\u64ec\u8a66\u9a13<\/a><\/li>\n<p>    \u53d7\u9a13\u3059\u308bAWS\u8a8d\u5b9a\u306e\u51fa\u984c\u50be\u5411\u3084\u91cd\u8981\u70b9\u3092\u78ba\u8a8d\u3067\u304d\u308b\u305f\u3081\u3001\u8a66\u9a13\u76f4\u524d\u306e\u8155\u8a66\u3057\u3067\u306f\u306a\u304f\u53ef\u80fd\u306a\u9650\u308a\u65e9\u3044\u6bb5\u968e\u306b\u53d7\u3051\u3066\u5bfe\u7b56\u306e\u7ce7\u3068\u3059\u308b\u307b\u3046\u304c\u826f\u3044\u3067\u3059\u3002<\/p>\n<li style=\"font-size:100%\"><a href=\"https:\/\/www.aws.training\/LearningLibrary?&#038;tab=digital_courses\" target=\"_blank\" rel=\"noopener\">AWS\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30e9\u30a4\u30d6\u30e9\u30ea(\u30c7\u30b8\u30bf\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0)<\/a><\/li>\n<p>    \u307b\u307c\u5168\u3066\u306e\u5404\u8a8d\u5b9a\u306b\u7528\u610f\u3055\u308c\u3001\u8a66\u9a13\u6e96\u5099\u306e\u305f\u3081\u306e\u8981\u70b9\u304c\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u308b\u300c<a href=\"https:\/\/www.aws.training\/LearningLibrary?&#038;search=Exam%20Readiness%3A%20AWS%20Certified%20Machine%20Learning%20-%20Specialty&#038;tab=digital_courses\" target=\"_blank\" rel=\"noopener\">Exam Readiness(MLS)<\/a>\u300d\u3092\u53d7\u8b1b\u3057\u307e\u3059\u3002<br \/>\n    \u307e\u305f\u3001\u5404\u30b5\u30fc\u30d3\u30b9\u3054\u3068\u306e\u300c<a href=\"https:\/\/www.aws.training\/LearningLibrary?&#038;search=Introduction&#038;tab=digital_courses\" target=\"_blank\" rel=\"noopener\">Introduction<\/a>\u300d\u3084\u300c<a href=\"https:\/\/www.aws.training\/LearningLibrary?&#038;search=Primer&#038;tab=digital_courses\" target=\"_blank\" rel=\"noopener\">Primer<\/a>\u300d\u306a\u3069\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u3067\u51fa\u3066\u304f\u308bE\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u53d7\u3051\u3066\u5404\u30b5\u30fc\u30d3\u30b9\u306e\u7406\u89e3\u3092\u6df1\u3081\u307e\u3059\u3002<\/p>\n<li style=\"font-size:100%\"><a href=\"https:\/\/docs.aws.amazon.com\/\" target=\"_blank\" rel=\"noopener\">AWS\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a><\/li>\n<p>    <strong><u>AWS\u8a8d\u5b9a\u306e\u5b66\u7fd2\u306e\u57fa\u672c\u306fAWS\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u8aad\u3080\u3053\u3068\u3067\u3059\u3002<\/u><\/strong><br \/>AWS\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u30dc\u30ea\u30e5\u30fc\u30e0\u304c\u591a\u3044\u305f\u3081\u3001\u52b9\u7387\u3088\u304f\u5b66\u7fd2\u3059\u308b\u306b\u306f\u3001<br \/>\n    \u300c\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9(<a href=\"https:\/\/docs.aws.amazon.com\/search\/doc-search.html?searchPath=documentation&#038;searchQuery=best%20practice\" target=\"_blank\" rel=\"noopener\">best practice<\/a>)\u300d<br \/>\n    \u300c\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0(<a href=\"https:\/\/docs.aws.amazon.com\/search\/doc-search.html?searchPath=documentation&#038;searchQuery=troubleshooting\" target=\"_blank\" rel=\"noopener\">troubleshooting<\/a>)\u300d<br \/>\n    \u306a\u3069\u306e\u91cd\u8981\u4e8b\u9805\u3092\u7d5e\u308a\u8fbc\u3081\u308b\u30ad\u30fc\u30ef\u30fc\u30c9\u3067\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5185\u3092\u691c\u7d22\u3057\u3066\u91cd\u8981\u4e8b\u9805\u304b\u3089\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<br \/>\n    \u305d\u306e\u5f8c\u3001\u6a21\u64ec\u8a66\u9a13\u306e\u51fa\u984c\u50be\u5411\u304b\u3089\u91cd\u8981\u3068\u601d\u308f\u308c\u308b\u6982\u5ff5\u3092\u4e2d\u5fc3\u306b\u8aad\u3093\u3060\u308a\u3001\u6642\u9593\u306e\u4f59\u88d5\u304c\u3042\u308c\u3070\u5168\u4f53\u3092\u901a\u3057\u3067\u8aad\u3093\u3067\u3044\u304d\u307e\u3059\u3002<\/p>\n<li style=\"font-size:100%\"><a href=\"https:\/\/aws.amazon.com\/jp\/faqs\/\" target=\"_blank\" rel=\"noopener\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/a><\/li>\n<p>    \u53d7\u9a13\u3059\u308bAWS\u8a8d\u5b9a\u306e\u5206\u91ce\u306e\u30b5\u30fc\u30d3\u30b9\u306eQ&amp;A\u306e\u5185\u5bb9\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002<\/p>\n<li style=\"font-size:100%\"><a href=\"https:\/\/aws.amazon.com\/jp\/premiumsupport\/knowledge-center\/\" target=\"_blank\" rel=\"noopener\">AWS \u30ca\u30ec\u30c3\u30b8\u30bb\u30f3\u30bf\u30fc<\/a><\/li>\n<p>    \u53d7\u9a13\u3059\u308bAWS\u8a8d\u5b9a\u306e\u5206\u91ce\u306e\u30b5\u30fc\u30d3\u30b9\u306eAWS \u30ca\u30ec\u30c3\u30b8\u30bb\u30f3\u30bf\u30fc\u306e\u5185\u5bb9\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002\u5b9f\u969b\u306e\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u6700\u3082\u983b\u7e41\u306b\u5bc4\u305b\u3089\u308c\u308b\u8cea\u554f\u3084\u8981\u671b\u306b\u5bfe\u3059\u308bQ&amp;A\u304c\u307e\u3068\u3081\u3089\u308c\u3066\u3044\u308b\u306e\u3067\u3068\u3066\u3082\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<li style=\"font-size:100%\"><a href=\"https:\/\/aws.amazon.com\/jp\/blogs\/machine-learning\/\" target=\"_blank\" rel=\"noopener\">AWS Machine Learning Blog<\/a><\/li>\n<p>    \u30ab\u30c6\u30b4\u30ea\u5225\u30d6\u30ed\u30b0\u3067\u53d7\u9a13\u3059\u308bAWS\u8a8d\u5b9a\u306b\u95a2\u9023\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u8a18\u4e8b\u306b\u4e00\u901a\u308a\u76ee\u3092\u901a\u3057\u307e\u3059\u3002<\/p>\n<li style=\"font-size:100%\"><a href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/\" target=\"_blank\" rel=\"noopener\">Amazon Web Services \u30d6\u30ed\u30b0<\/a><\/li>\n<p>    \u65e5\u672c\u8a9e\u7248AWS News Blog\u3067\u53d7\u9a13\u3059\u308bAWS\u8a8d\u5b9a\u306b\u95a2\u9023\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u8a18\u4e8b(\u7279\u306b\u554f\u984c\u89e3\u6c7a\u65b9\u6cd5\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u4e8b\u4f8b\u3001\u8a8d\u5b9a\u304c\u65b0\u8a2d\u30fb\u6539\u5b9a\u3055\u308c\u308b\u524d\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f\u6a5f\u80fd\u8ffd\u52a0\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u3066\u3044\u308b\u8a18\u4e8b)\u3092\u8aad\u3093\u3067\u3044\u304d\u307e\u3059\u3002<\/p>\n<li style=\"font-size:100%\"><a href=\"https:\/\/aws.amazon.com\/jp\/blogs\/aws\/\" target=\"_blank\" rel=\"noopener\">AWS News Blog<\/a><\/li>\n<p>    \u82f1\u8a9e\u7248AWS News Blog\u3067\u53d7\u9a13\u3059\u308bAWS\u8a8d\u5b9a\u306b\u95a2\u9023\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306e\u8a18\u4e8b(\u7279\u306b\u554f\u984c\u89e3\u6c7a\u65b9\u6cd5\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u4e8b\u4f8b\u3001\u8a8d\u5b9a\u304c\u65b0\u8a2d\u30fb\u6539\u5b9a\u3055\u308c\u308b\u524d\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f\u6a5f\u80fd\u8ffd\u52a0\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u3066\u3044\u308b\u8a18\u4e8b)\u3092\u8aad\u3093\u3067\u3044\u304d\u307e\u3059\u3002<\/p>\n<li style=\"font-size:100%\"><a href=\"https:\/\/aws.amazon.com\/jp\/events\/events-content\/\" target=\"_blank\" rel=\"noopener\">AWS Events Content<\/a><\/li>\n<p>    \u904e\u53bb\u306eAWS Summit\u3084re:Invent\u306e\u8cc7\u6599\u306a\u3069\u3092\u691c\u7d22\u3057\u3066\u53d7\u9a13\u3059\u308bAWS\u8a8d\u5b9a\u306e\u5206\u91ce\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002\u7279\u306bre:Invent\u306eBreakout Session\u306a\u3069\u306e\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u8aac\u660e\u3055\u308c\u3066\u3044\u308b\u5185\u5bb9\u306f\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<li style=\"font-size:100%\"><a target=\"_blank\" href=\"https:\/\/www.amazon.co.jp\/gp\/search?ie=UTF8&#038;tag=uio21mag-22&#038;linkCode=ur2&#038;linkId=480a3216e594b311b0d63bd810f12236&#038;camp=247&#038;creative=1211&#038;index=aps&#038;keywords=AWS \u8a8d\u5b9a \u6a5f\u68b0\u5b66\u7fd2 \u5c02\u9580\u77e5\u8b58\" rel=\"noopener\">AWS\u8a8d\u5b9a\u5bfe\u7b56\u672c(MLS)<\/a><img loading=\"lazy\" src=\"\/\/ir-jp.amazon-adsystem.com\/e\/ir?t=uio21mag-22&#038;l=ur2&#038;o=9\" width=\"1\" height=\"1\" border=\"0\" alt=\"\" style=\"border:none !important; margin:0px !important;\" \/><\/li>\n<p>    \u6700\u8fd1\u3067\u306fAWS\u8a8d\u5b9a\u306b\u7279\u5316\u3057\u305f\u5bfe\u7b56\u672c\u3082\u591a\u304f\u51fa\u7248\u3055\u308c\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u305d\u308c\u3089\u3092\u6d3b\u7528\u3057\u3066\u52b9\u7387\u3088\u304f\u91cd\u8981\u70b9\u3092\u5b66\u7fd2\u3057\u3066\u3044\u304f\u3053\u3068\u3082\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n<li style=\"font-size:100%\"><a href=\"https:\/\/www.udemy.com\/courses\/search\/?courseLabel=134070&#038;q=AWS&#038;sort=relevance\" target=\"_blank\" rel=\"noopener\">Udemy(MLS)<\/a><\/li>\n<p>    \u307e\u305f\u3001Udemy\u306a\u3069\u306e\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306eE\u30e9\u30fc\u30cb\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3082\u4f59\u88d5\u304c\u3042\u308c\u3070\u6d3b\u7528\u3057\u307e\u3059\u3002<\/p>\n<li style=\"font-size:100%\">\u305d\u306e\u4ed6\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u3067Google\u691c\u7d22<\/li>\n<p>    AWS\u306e\u30b5\u30fc\u30d3\u30b9\u540d\u3001\u6a21\u64ec\u8a66\u9a13\u3067\u308f\u304b\u3089\u306a\u304b\u3063\u305f\u7528\u8a9e\u3001\u305d\u306e\u4ed6\u4e0a\u8a18\u30ea\u30bd\u30fc\u30b9\u3092\u8aad\u3093\u3067\u3082\u5185\u5bb9\u304c\u308f\u304b\u3089\u306a\u304b\u3063\u305f\u30ad\u30fc\u30ef\u30fc\u30c9\u306a\u3069\u3067\u691c\u7d22\u3057\u3066\u51fa\u3066\u304d\u305f\u30d6\u30ed\u30b0\u306a\u3069\u3092\u53c2\u8003\u306b\u3057\u307e\u3059\u3002<br \/>\n    \u65e5\u672c\u8a9e\u3060\u3051\u3067\u306f\u306a\u304f\u82f1\u8a9e\u3067\u691c\u7d22\u3057\u3066\u82f1\u8a9e\u570f\u306e\u30b5\u30a4\u30c8\u304b\u3089\u65e5\u672c\u8a9e\u30b5\u30a4\u30c8\u306b\u306f\u7121\u3044\u60c5\u5831\u3092\u63a2\u3059\u3053\u3068\u3082\u77e5\u8b58\u3092\u5897\u3084\u3059\u3053\u3068\u306b\u3064\u306a\u304c\u308b\u305f\u3081\u304a\u3059\u3059\u3081\u3067\u3059\u3002\n<\/ul>\n<h2>\u91cd\u8981\u30dd\u30a4\u30f3\u30c8<\/h2>\n<p>\u3053\u3053\u3067\u306f\u300cAWS Certified Machine Learning \u2013 Specialty(MLS) | AWS \u8a8d\u5b9a \u6a5f\u68b0\u5b66\u7fd2 \u2013 \u5c02\u9580\u77e5\u8b58\u300d\u306e\u5b66\u7fd2\u904e\u7a0b\u3067\u500b\u4eba\u7684\u306b\u91cd\u8981\u3060\u3068\u611f\u3058\u305f\u30dd\u30a4\u30f3\u30c8\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002<br \/>\n\u91cd\u8981\u30dd\u30a4\u30f3\u30c8\u3068\u306f\u8a00\u3063\u3066\u3044\u307e\u3059\u304c\u3001\u5404\u4eba\u306e\u77e5\u8b58\u306b\u3088\u3063\u3066\u611f\u3058\u65b9\u306b\u500b\u4eba\u5dee\u304c\u3042\u308b\u3053\u3068\u3092\u3054\u7406\u89e3\u306e\u4e0a\u3067\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>Amazon S3<\/h3>\n<ul>\n<li>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u3057\u3066\u306eAmazon S3\u306e\u5f79\u5272<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/products\/storage\/data-lake-storage\/\">https:\/\/aws.amazon.com\/jp\/products\/storage\/data-lake-storage\/<\/a>  <\/li>\n<\/ul>\n<h3>Amazon SageMaker<\/h3>\n<ul>\n<li>Amazon SageMaker\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u4f7f\u7528\u3067\u304d\u308b\u5404\u7d44\u307f\u8fbc\u307f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u7279\u5fb4(\u3069\u306e\u3088\u3046\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u4f7f\u3048\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304b\u3001CNN\u30fbRNN\u306a\u3069\u5143\u306b\u306a\u3063\u3066\u3044\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u4f55\u304b\u3001\u904e\u5b66\u7fd2\u306a\u3069\u3067\u8abf\u6574\u3059\u308b\u3079\u304d\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u4f55\u304b\u3001\u30e2\u30c7\u30eb\u3092\u3069\u3046\u8abf\u6574\u3059\u308b\u304b\u306a\u3069)<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/algos.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/algos.html<\/a>  <\/li>\n<li>Amazon SageMaker\u3067\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/how-it-works-training.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/how-it-works-training.html<\/a>  <\/li>\n<li>Amazon SageMaker\u3067\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/how-it-works-deployment.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/how-it-works-deployment.html<\/a>  <\/li>\n<li>Amazon SageMaker\u3067\u30d0\u30c3\u30c1\u5909\u63db\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5168\u4f53\u306e\u63a8\u8ad6\u3092\u53d6\u5f97\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/how-it-works-batch.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/how-it-works-batch.html<\/a>  <\/li>\n<li>Amazon SageMaker\u3067\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u691c\u8a3c\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/how-it-works-model-validation.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/how-it-works-model-validation.html<\/a>  <\/li>\n<li>Amazon SageMaker\u3067\u4f7f\u7528\u3067\u304d\u308bML\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/frameworks.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/frameworks.html<\/a>  <\/li>\n<li>Amazon SageMaker\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30fb\u63a8\u8ad6\u306b\u304a\u3051\u308b\u7d44\u307f\u8fbc\u307f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u5171\u901a\u30c7\u30fc\u30bf\u5f62\u5f0f<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/sagemaker-algo-common-data-formats.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/sagemaker-algo-common-data-formats.html<\/a>  <\/li>\n<li>Amazon SageMaker\u3067\u72ec\u81ea\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/your-algorithms-training-algo-dockerfile.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/your-algorithms-training-algo-dockerfile.html<\/a>  <\/li>\n<li>Amazon SageMaker\u306e\u81ea\u52d5\u30e2\u30c7\u30eb\u8abf\u6574<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/automatic-model-tuning.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/automatic-model-tuning.html<\/a>  <\/li>\n<li>\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u8a2d\u5b9a\u306e\u8ca0\u8377\u30c6\u30b9\u30c8<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/endpoint-scaling-loadtest.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/endpoint-scaling-loadtest.html<\/a>  <\/li>\n<li>Amazon SageMaker\u306e\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u8a2d\u5b9a\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/nbi-lifecycle-config-install.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/nbi-lifecycle-config-install.html<\/a>  <\/li>\n<li>Amazon SageMaker\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u5916\u90e8\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u30ab\u30fc\u30cd\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/nbi-add-external.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/nbi-add-external.html<\/a>  <\/li>\n<li>\u63a8\u8ad6\u7528\u306e\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/deploy-model.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/deploy-model.html<\/a>  <\/li>\n<li>\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3067\u8907\u6570\u306e\u30e2\u30c7\u30eb\u3092\u30db\u30b9\u30c8\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/multi-model-endpoints.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/multi-model-endpoints.html<\/a>  <\/li>\n<li>Amazon SageMaker\u306b\u304a\u3051\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/security.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/security.html<\/a>  <\/li>\n<li>Amazon SageMaker\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/monitoring-overview.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/monitoring-overview.html<\/a>  <\/li>\n<li>Amazon SageMaker Ground Truth\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/sagemaker\/groundtruth\/faqs\/\">https:\/\/aws.amazon.com\/jp\/sagemaker\/groundtruth\/faqs\/<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/sms.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/sms.html<\/a>  <\/li>\n<li>\u30ef\u30fc\u30af\u30d5\u30a9\u30fc\u30b9\u306e\u4f5c\u6210\u3068\u7ba1\u7406<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/sms-workforce-management.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/sms-workforce-management.html<\/a>  <\/li>\n<li>Amazon SageMaker\u306e\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/infrastructure-security.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/infrastructure-security.html<\/a>  <\/li>\n<li>Amazon SageMaker\u3067Docker\u30b3\u30f3\u30c6\u30ca\u3092\u4f7f\u7528\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/docker-containers.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/docker-containers.html<\/a>  <\/li>\n<li>Amazon SageMaker\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u4fdd\u8b77(ML\u30b9\u30c8\u30ec\u30fc\u30b8\u304a\u3088\u3073Amazon S3\u3078\u306e\u30c7\u30fc\u30bf\u4fdd\u7ba1\u3001\u30c7\u30fc\u30bf\u8ee2\u9001\u306e\u6697\u53f7\u5316\u65b9\u6cd5)<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/data-protection.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/data-protection.html<\/a>  <\/li>\n<li>Amazon SageMaker\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30b8\u30e7\u30d6\u3067\u767a\u751f\u3059\u308bAmazon S3 AccessDenied\u30a8\u30e9\u30fc\u306e\u89e3\u6c7a\u65b9\u6cd5<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/premiumsupport\/knowledge-center\/sagemaker-s3-accessdenied-training\/\">https:\/\/aws.amazon.com\/jp\/premiumsupport\/knowledge-center\/sagemaker-s3-accessdenied-training\/<\/a>  <\/li>\n<li>VPC\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u4ecb\u3057\u3066Amazon SageMaker\u306b\u63a5\u7d9a\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/interface-vpc-endpoint.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/interface-vpc-endpoint.html<\/a>  <\/li>\n<li>Amazon SageMaker Autopilot\u3092\u4f7f\u7528\u3057\u305f\u30e2\u30c7\u30eb\u958b\u767a\u306e\u81ea\u52d5\u5316<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/autopilot-automate-model-development.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/sagemaker\/latest\/dg\/autopilot-automate-model-development.html<\/a>  <\/li>\n<li>Amazon SageMaker\u3092\u4f7f\u7528\u3057\u305f\u5b89\u5168\u306a\u6a5f\u68b0\u5b66\u7fd2<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/machine-learning\/millennium-management-secure-machine-learning-using-amazon-sagemaker\/\">https:\/\/aws.amazon.com\/jp\/blogs\/machine-learning\/millennium-management-secure-machine-learning-using-amazon-sagemaker\/<\/a>  <\/li>\n<li>\u9589\u57df\u7db2\u3067Amazon SageMaker\u3092\u5229\u7528\u3059\u308b\u969b\u306e\u30dd\u30a4\u30f3\u30c8\u3068\u624b\u9806<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/internet-free-sagemaker\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/internet-free-sagemaker\/<\/a>  <\/li>\n<li>Amazon SageMaker Studio notebooks\u3067\u72ec\u81ea\u306e\u30ab\u30b9\u30bf\u30e0\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3092\u4f7f\u7528\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/bringing-your-own-custom-container-image-to-amazon-sagemaker-studio-notebooks\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/bringing-your-own-custom-container-image-to-amazon-sagemaker-studio-notebooks\/<\/a>  <\/li>\n<li>Amazon SageMaker\u3067\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30ec\u30b3\u30e1\u30f3\u30c0\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/machine-learning\/building-a-customized-recommender-system-in-amazon-sagemaker\/\">https:\/\/aws.amazon.com\/jp\/blogs\/machine-learning\/building-a-customized-recommender-system-in-amazon-sagemaker\/<\/a>  <\/li>\n<li>Amazon SageMaker\u3092\u4f7f\u7528\u3057\u3066\u672c\u756a\u7a3c\u50cd\u3067ML\u30e2\u30c7\u30eb\u306eA\/B\u30c6\u30b9\u30c8\u3092\u884c\u3046<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/a-b-testing-ml-models-in-production-using-amazon-sagemaker\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/a-b-testing-ml-models-in-production-using-amazon-sagemaker\/<\/a>  <\/li>\n<li>Amazon SageMaker\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8a2d\u5b9a\u3068\u9ad8\u5ea6\u306a\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u7406\u89e3\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/understanding-amazon-sagemaker-notebook-instance-networking-configurations-and-advanced-routing-options\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/understanding-amazon-sagemaker-notebook-instance-networking-configurations-and-advanced-routing-options\/<\/a>  <\/li>\n<li>\u91d1\u878d\u696d\u754c\u7279\u96c6\uff1aAmazon SageMaker\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/introducing-a-new-blog-series-service-spotlight-for-financial-services-featuring-amazon-sagemaker-notebook-instances\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/introducing-a-new-blog-series-service-spotlight-for-financial-services-featuring-amazon-sagemaker-notebook-instances\/<\/a>  <\/li>\n<li>Amazon SageMaker\u3092\u4f7f\u7528\u3057\u3066\u3001\u6574\u5f62\u5916\u79d1\u7684\u75c5\u7406\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u306e\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/create-a-model-for-predicting-orthopedic-pathology-using-amazon-sagemaker\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/create-a-model-for-predicting-orthopedic-pathology-using-amazon-sagemaker\/<\/a>  <\/li>\n<li>Amazon SageMaker\u3092\u4f7f\u7528\u3057\u3066\u3001\u9593\u9055\u3044\u306e\u7d4c\u6e08\u7684\u30b3\u30b9\u30c8\u304c\u4e0d\u5747\u7b49\u306a\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/training-models-with-unequal-economic-error-costs-using-amazon-sagemaker\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/training-models-with-unequal-economic-error-costs-using-amazon-sagemaker\/<\/a>  <\/li>\n<li>Amazon SageMaker\u3092\u4f7f\u7528\u3057\u3066\u753b\u50cf\u3092\u5206\u985e\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/classify-your-own-images-using-amazon-sagemaker\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/classify-your-own-images-using-amazon-sagemaker\/<\/a>  <\/li>\n<li>Amazon SageMaker\u306eTensorFlow Serving\u3092\u4f7f\u7528\u3057\u305f\u30d0\u30c3\u30c1\u63a8\u8ad6\u306e\u5b9f\u884c<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/performing-batch-inference-with-tensorflow-serving-in-amazon-sagemaker\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/performing-batch-inference-with-tensorflow-serving-in-amazon-sagemaker\/<\/a>  <\/li>\n<li>Amazon SageMaker\u30b9\u30af\u30ea\u30d7\u30c8\u30e2\u30fc\u30c9\u3067\u306eTensorFlow Eager Execution\u306e\u4f7f\u7528<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/using-tensorflow-eager-execution-with-amazon-sagemaker-script-mode\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/using-tensorflow-eager-execution-with-amazon-sagemaker-script-mode\/<\/a>  <\/li>\n<li>AWS Machine Learning\u3068IoT\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u829d\u751f\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u96d1\u8349\u691c\u51fa\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/building-a-lawn-monitor-and-weed-detection-solution-with-aws-machine-learning-and-iot-services\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/building-a-lawn-monitor-and-weed-detection-solution-with-aws-machine-learning-and-iot-services\/<\/a>  <\/li>\n<li>Amazon SageMaker\u3067\u7269\u4f53\u691c\u51fa\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u5229\u7528\u53ef\u80fd\u306b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/object-detection-algorithm-now-available-in-amazon-sagemaker\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/object-detection-algorithm-now-available-in-amazon-sagemaker\/<\/a>  <\/li>\n<li>Amazon SageMaker\u306b\u7d44\u307f\u8fbc\u307f\u306e\u7269\u4f53\u691c\u51fa\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068AWS DeepLens\u3092\u4f7f\u7528\u3057\u3066\u30a8\u30c3\u30b8\u3067\u9ce5\u306e\u7a2e\u3092\u8b58\u5225\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/identifying-bird-species-on-the-edge-using-the-amazon-sagemaker-built-in-object-detection-algorithm-and-aws-deeplens\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/identifying-bird-species-on-the-edge-using-the-amazon-sagemaker-built-in-object-detection-algorithm-and-aws-deeplens\/<\/a>  <\/li>\n<li>Amazon SageMaker\u30e9\u30f3\u30c0\u30e0\u30ab\u30c3\u30c8\u30d5\u30a9\u30ec\u30b9\u30c8\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u305fAmazon DynamoDB\u30b9\u30c8\u30ea\u30fc\u30e0\u3067\u306e\u7570\u5e38\u691c\u51fa<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/anomaly-detection-on-amazon-dynamodb-streams-using-the-amazon-sagemaker-random-cut-forest-algorithm\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/anomaly-detection-on-amazon-dynamodb-streams-using-the-amazon-sagemaker-random-cut-forest-algorithm\/<\/a>  <\/li>\n<li>\u7570\u5e38\u691c\u51fa\u306b\u30d3\u30eb\u30c8\u30a4\u30f3Amazon SageMaker Random Cut Forest\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/use-the-built-in-amazon-sagemaker-random-cut-forest-algorithm-for-anomaly-detection\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/use-the-built-in-amazon-sagemaker-random-cut-forest-algorithm-for-anomaly-detection\/<\/a>  <\/li>\n<li>XGBoost\u3068Amazon SageMaker\u3092\u4f7f\u3063\u305f\u6a5f\u68b0\u5b66\u7fd2\u306e\u7c21\u7d20\u5316<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/simplify-machine-learning-with-xgboost-and-amazon-sagemaker\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/simplify-machine-learning-with-xgboost-and-amazon-sagemaker\/<\/a>  <\/li>\n<li>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u304b\u3089Amazon SageMaker\u3092\u5229\u7528\u3059\u308b(\u30ed\u30fc\u30ab\u30eb\u30e2\u30fc\u30c9\u306e\u4f7f\u7528)<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/sagemaker_from_onpremises\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/sagemaker_from_onpremises\/<\/a>  <\/li>\n<li>\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b Amazon SageMaker \u306e\u30ed\u30fc\u30ab\u30eb\u30e2\u30fc\u30c9\u3092\u4f7f\u7528\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/use-the-amazon-sagemaker-local-mode-to-train-on-your-notebook-instance\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/use-the-amazon-sagemaker-local-mode-to-train-on-your-notebook-instance\/<\/a>  <\/li>\n<li>Scikit Docker\u30b3\u30f3\u30c6\u30ca\u3092\u69cb\u7bc9\u3057\u3066Amazon SageMaker\u3067Scikit-learn\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30db\u30b9\u30c8\u3092\u884c\u3046<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/train-and-host-scikit-learn-models-in-amazon-sagemaker-by-building-a-scikit-docker-container\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/train-and-host-scikit-learn-models-in-amazon-sagemaker-by-building-a-scikit-docker-container\/<\/a>  <\/li>\n<li>Amazon SageMaker\u306e\u30d0\u30c3\u30c1\u5909\u63db\u306b\u3088\u308bAmazon VPC\u304a\u3088\u3073AWS KMS\u6697\u53f7\u5316\u306e\u30b5\u30dd\u30fc\u30c8<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/amazon-sagemaker-batch-transform-now-supports-amazon-vpc-and-aws-kms-based-encryption\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/amazon-sagemaker-batch-transform-now-supports-amazon-vpc-and-aws-kms-based-encryption\/<\/a>  <\/li>\n<li>Amazon SageMaker\u3092\u4f7f\u7528\u3057\u3066\u4eba\u53e3\u533a\u5206\u306e\u305f\u3081\u306b\u7c73\u56fd\u306e\u56fd\u52e2\u8abf\u67fb\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/analyze-us-census-data-for-population-segmentation-using-amazon-sagemaker\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/analyze-us-census-data-for-population-segmentation-using-amazon-sagemaker\/<\/a>  <\/li>\n<li>Amazon SageMaker BlazingText: \u8907\u6570\u306e CPU \u307e\u305f\u306f GPU \u3067\u306e Word2Vec \u306e\u4e26\u5217\u5316<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/amazon-sagemaker-blazingtext-parallelizing-word2vec-on-multiple-cpus-or-gpus\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/amazon-sagemaker-blazingtext-parallelizing-word2vec-on-multiple-cpus-or-gpus\/<\/a>  <\/li>\n<li>Amazon SageMaker BlazingText \u3092\u4f7f\u7528\u3057\u3066\u5f37\u5316\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u3068\u5358\u8a9e\u30d9\u30af\u30c8\u30eb<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/enhanced-text-classification-and-word-vectors-using-amazon-sagemaker-blazingtext\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/enhanced-text-classification-and-word-vectors-using-amazon-sagemaker-blazingtext\/<\/a>  <\/li>\n<li>TensorFlow\u30b3\u30f3\u30c6\u30ca\u3068Amazon SageMaker\u3067\u306e\u300c\u72ec\u81ea\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5c0e\u5165\u300d\u3092\u6d3b\u7528\u3059\u308b\u30ab\u30b9\u30bf\u30e0\u30e9\u30d9\u30eb\u306e\u8ee2\u79fb\u5b66\u7fd2<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/transfer-learning-for-custom-labels-using-a-tensorflow-container-and-bring-your-own-algorithm-in-amazon-sagemaker\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/transfer-learning-for-custom-labels-using-a-tensorflow-container-and-bring-your-own-algorithm-in-amazon-sagemaker\/<\/a>  <\/li>\n<li>Amazon SageMaker Object2Vec\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/introduction-to-amazon-sagemaker-object2vec\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/introduction-to-amazon-sagemaker-object2vec\/<\/a>  <\/li>\n<li>Amazon SageMaker Object2Vec \u304c\u81ea\u52d5\u30cd\u30ac\u30c6\u30a3\u30d6\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7\u3059\u308b\u65b0\u6a5f\u80fd\u3092\u8ffd\u52a0<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/amazon-sagemaker-object2vec-adds-new-features-that-support-automatic-negative-sampling-and-speed-up-training\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/amazon-sagemaker-object2vec-adds-new-features-that-support-automatic-negative-sampling-and-speed-up-training\/<\/a>  <\/li>\n<li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u4e88\u6e2c\u306e\u305f\u3081\u306bAmazon SageMaker\u3092\u4f7f\u7528\u3057\u3066Amazon DynamoDB\u3067\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/analyze-data-in-amazon-dynamodb-using-amazon-sagemaker-for-real-time-prediction\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/analyze-data-in-amazon-dynamodb-using-amazon-sagemaker-for-real-time-prediction\/<\/a>  <\/li>\n<li>Amazon SageMaker\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u30d1\u30a4\u30d7\u5165\u529b\u30e2\u30fc\u30c9\u3092\u4f7f\u7528\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/using-pipe-input-mode-for-amazon-sagemaker-algorithms\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/using-pipe-input-mode-for-amazon-sagemaker-algorithms\/<\/a>  <\/li>\n<li>Amazon SageMaker \u30d5\u30a1\u30af\u30bf\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3\u30de\u30b7\u30f3(\u56e0\u6570\u5206\u89e3\u6a5f)\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u62e1\u5f35\u3057\u3066\u4e0a\u4f4dx\u306e\u63a8\u5968\u4e8b\u9805\u3092\u4e88\u6e2c\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/extending-amazon-sagemaker-factorization-machines-algorithm-to-predict-top-x-recommendations\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/extending-amazon-sagemaker-factorization-machines-algorithm-to-predict-top-x-recommendations\/<\/a>  <\/li>\n<li>Amazon SageMaker\u3068Amazon Redshift\u3092\u5229\u7528\u3057\u305f\u9ad8\u901f\u30fb\u67d4\u8edf\u30fb\u30bb\u30ad\u30e5\u30a2\u306a\u6a5f\u68b0\u5b66\u7fd2\u57fa\u76e4\u306e\u69cb\u7bc9<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/build-fast-flexible-secure-machine-learning-platform-using-amazon-sagemaker-and-amazon-redshift\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/build-fast-flexible-secure-machine-learning-platform-using-amazon-sagemaker-and-amazon-redshift\/<\/a>  <\/li>\n<\/ul>\n<h3>Amazon Augmented AI(A2I)<\/h3>\n<ul>\n<li>Amazon A2I\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/amazon-a2i-is-now-generally-available\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/amazon-a2i-is-now-generally-available\/<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/augmented-ai\/faqs\/\">https:\/\/aws.amazon.com\/jp\/augmented-ai\/faqs\/<\/a>  <\/li>\n<\/ul>\n<h3>Amazon Comprehend<\/h3>\n<ul>\n<li>Amazon Comprehend\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/comprehend\/faqs\/\">https:\/\/aws.amazon.com\/jp\/comprehend\/faqs\/<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/comprehend\/latest\/dg\/comprehend-general.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/comprehend\/latest\/dg\/comprehend-general.html<\/a>  <\/li>\n<li>Amazon Transcribe\u3001Amazon Comprehend\u3001Amazon Translate\u3092\u4f7f\u7528\u3057\u305f\u97f3\u58f0\u5206\u6790\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/compute\/converting-call-center-recordings-into-useful-data-for-analytics\/\">https:\/\/aws.amazon.com\/jp\/blogs\/compute\/converting-call-center-recordings-into-useful-data-for-analytics\/<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/machine-learning\/analyzing-contact-center-calls-part-1-use-amazon-transcribe-and-amazon-comprehend-to-analyze-customer-sentiment\/\">https:\/\/aws.amazon.com\/jp\/blogs\/machine-learning\/analyzing-contact-center-calls-part-1-use-amazon-transcribe-and-amazon-comprehend-to-analyze-customer-sentiment\/<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/solutions\/implementations\/ai-powered-speech-analytics-for-amazon-connect\/\">https:\/\/aws.amazon.com\/jp\/solutions\/implementations\/ai-powered-speech-analytics-for-amazon-connect\/<\/a>  <\/li>\n<\/ul>\n<h3>Amazon Forecast<\/h3>\n<ul>\n<li>Amazon Forecast\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/forecast\/faqs\/\">https:\/\/aws.amazon.com\/jp\/forecast\/faqs\/<\/a>  <\/li>\n<li>Amazon Forecast\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/forecast\/latest\/dg\/dataset-import-guidelines-troubleshooting.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/forecast\/latest\/dg\/dataset-import-guidelines-troubleshooting.html<\/a>  <\/li>\n<\/ul>\n<h3>Amazon Lex<\/h3>\n<ul>\n<li>Amazon Lex\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/lex\/faqs\/\">https:\/\/aws.amazon.com\/jp\/lex\/faqs\/<\/a>  <\/li>\n<\/ul>\n<h3>Amazon Personalize<\/h3>\n<ul>\n<li>Amazon Personalize\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/personalize\/faqs\/\">https:\/\/aws.amazon.com\/jp\/personalize\/faqs\/<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/personalize\/latest\/dg\/what-is-personalize.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/personalize\/latest\/dg\/what-is-personalize.html<\/a>  <\/li>\n<li>Amazon Personalize\u306e\u30a4\u30d9\u30f3\u30c8\u30ec\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/personalize\/latest\/dg\/recording-events.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/personalize\/latest\/dg\/recording-events.html<\/a>  <\/li>\n<li>Amazon Personalize\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u4f7f\u7528\u3059\u308b\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u306e\u9078\u629e<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/personalize\/latest\/dg\/event-values-types.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/personalize\/latest\/dg\/event-values-types.html<\/a>  <\/li>\n<li>Amazon Personalize\u3092\u4f7f\u7528\u3057\u3066\u30ec\u30b3\u30e1\u30f3\u30c9\u30a8\u30f3\u30b8\u30f3\u3092\u4f5c\u6210\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/creating-a-recommendation-engine-using-amazon-personalize\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/creating-a-recommendation-engine-using-amazon-personalize\/<\/a>  <\/li>\n<\/ul>\n<h3>Amazon Polly<\/h3>\n<ul>\n<li>Amazon Polly\u306e\u7279\u5fb4\u3068\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/polly\/features\/\">https:\/\/aws.amazon.com\/jp\/polly\/features\/<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/polly\/faqs\/\">https:\/\/aws.amazon.com\/jp\/polly\/faqs\/<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/polly\/latest\/dg\/what-is.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/polly\/latest\/dg\/what-is.html<\/a>  <\/li>\n<li>Amazon Polly\u306e\u30ec\u30ad\u30b7\u30b3\u30f3\u7ba1\u7406<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/polly\/latest\/dg\/managing-lexicons.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/polly\/latest\/dg\/managing-lexicons.html<\/a>  <\/li>\n<li>AWS\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u72ec\u81ea\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u97f3\u58f0\u7ffb\u8a33\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/machine-learning\/build-your-own-real-time-voice-translator-application-with-aws-services\/\">https:\/\/aws.amazon.com\/jp\/blogs\/machine-learning\/build-your-own-real-time-voice-translator-application-with-aws-services\/<\/a>  <\/li>\n<\/ul>\n<h3>Amazon Rekognition<\/h3>\n<ul>\n<li>Amazon Rekognition\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/rekognition\/faqs\/\">https:\/\/aws.amazon.com\/jp\/rekognition\/faqs\/<\/a>  <\/li>\n<li>Amazon Rekognition\u3092\u4f7f\u7528\u3057\u3066\u9854\u8a8d\u8b58\u30b5\u30fc\u30d3\u30b9\u3092\u69cb\u7bc9\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/machine-learning\/build-your-own-face-recognition-service-using-amazon-rekognition\/\">https:\/\/aws.amazon.com\/jp\/blogs\/machine-learning\/build-your-own-face-recognition-service-using-amazon-rekognition\/<\/a>  <\/li>\n<li>Amazon Rekognition Video\u306e\u7279\u5fb4<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/rekognition\/video-features\/\">https:\/\/aws.amazon.com\/jp\/rekognition\/video-features\/<\/a>  <\/li>\n<li>Amazon Rekognition Image\u306e\u7279\u5fb4<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/rekognition\/image-features\/\">https:\/\/aws.amazon.com\/jp\/rekognition\/image-features\/<\/a>  <\/li>\n<li>Amazon Kinesis Video Streams\u3068Amazon Rekognition Video\u3067\u30cf\u30a4\u30a8\u30f3\u30c9\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u9854\u8a8d\u8b58\u3092\u4f7f\u7528\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/improve-your-customer-service-using-amazon-kinesis-video-streams-and-amazon-rekognition-video\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/improve-your-customer-service-using-amazon-kinesis-video-streams-and-amazon-rekognition-video\/<\/a>  <\/li>\n<\/ul>\n<h3>Amazon Textract<\/h3>\n<ul>\n<li>Amazon Textract\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/textract\/faqs\/\">https:\/\/aws.amazon.com\/jp\/textract\/faqs\/<\/a>  <\/li>\n<\/ul>\n<h3>Amazon Translate<\/h3>\n<ul>\n<li>Amazon Translate\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/translate\/faqs\/\">https:\/\/aws.amazon.com\/jp\/translate\/faqs\/<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/translate\/latest\/dg\/what-is.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/translate\/latest\/dg\/what-is.html<\/a>  <\/li>\n<\/ul>\n<h3>Amazon Transcribe<\/h3>\n<ul>\n<li>Amazon Transcribe\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/transcribe\/faqs\/\">https:\/\/aws.amazon.com\/jp\/transcribe\/faqs\/<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/transcribe\/latest\/dg\/what-is-transcribe.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/transcribe\/latest\/dg\/what-is-transcribe.html<\/a>  <\/li>\n<\/ul>\n<h3>AWS Deep Learning Containers<\/h3>\n<ul>\n<li>AWS Deep Learning Containers\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/machine-learning\/containers\/faqs\/\">https:\/\/aws.amazon.com\/jp\/machine-learning\/containers\/faqs\/<\/a>  <\/li>\n<li>AWS Deep Learning Containers\u306b\u304a\u3051\u308bAmazon ECS<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/AmazonECS\/latest\/developerguide\/deep-learning-containers.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/AmazonECS\/latest\/developerguide\/deep-learning-containers.html<\/a>  <\/li>\n<\/ul>\n<h3>AWS DeepLens<\/h3>\n<ul>\n<li>AWS DeepLens\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/deeplens\/faqs\/\">https:\/\/aws.amazon.com\/jp\/deeplens\/faqs\/<\/a>  <\/li>\n<li>AWS DeepLens\u3068Amazon Kinesis Video Streams\u3092\u4f7f\u7528\u3057\u305f\u30af\u30e9\u30a6\u30c9\u304a\u3088\u3073\u30a8\u30c3\u30b8\u3067\u306e\u30d3\u30c7\u30aa\u5206\u6790<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/machine-learning\/video-analytics-in-the-cloud-and-at-the-edge-with-aws-deeplens-and-kinesis-video-streams\/\">https:\/\/aws.amazon.com\/jp\/blogs\/machine-learning\/video-analytics-in-the-cloud-and-at-the-edge-with-aws-deeplens-and-kinesis-video-streams\/<\/a>  <\/li>\n<\/ul>\n<h3>Amazon Machine Learning<\/h3>\n<ul>\n<li>Amazon Machine Learning\u306e\u4e3b\u8981\u306a\u6982\u5ff5(\u4e3b\u306b\u4e00\u822c\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2\u7528\u8a9e\u306b\u3064\u3044\u3066\u78ba\u8a8d\u3059\u308b)<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/amazon-machine-learning-key-concepts.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/amazon-machine-learning-key-concepts.html<\/a>  <\/li>\n<li>\u30c7\u30fc\u30bf\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3068\u8a55\u4fa1\u30c7\u30fc\u30bf\u306b\u5206\u5272\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/splitting-the-data-into-training-and-evaluation-data.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/splitting-the-data-into-training-and-evaluation-data.html<\/a>  <\/li>\n<li>\u30e2\u30c7\u30eb\u7cbe\u5ea6\u306e\u8a55\u4fa1\uff1a\u30d0\u30a4\u30ca\u30ea\u306e\u5206\u985e<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/binary-classification.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/binary-classification.html<\/a>  <\/li>\n<li>\u30e2\u30c7\u30eb\u7cbe\u5ea6\u306e\u8a55\u4fa1\uff1a\u8907\u6570\u30af\u30e9\u30b9\u306e\u5206\u985e<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/multiclass-classification.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/multiclass-classification.html<\/a>  <\/li>\n<li>\u30e2\u30c7\u30eb\u7cbe\u5ea6\u306e\u8a55\u4fa1\uff1a\u56de\u5e30<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/regression.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/regression.html<\/a>  <\/li>\n<li>\u30e2\u30c7\u30eb\u7cbe\u5ea6\u306e\u5411\u4e0a<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/improving-model-accuracy.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/improving-model-accuracy.html<\/a>  <\/li>\n<li>\u30a2\u30f3\u30c0\u30fc\u30d5\u30a3\u30c3\u30c8\u3068\u30aa\u30fc\u30d0\u30fc\u30d5\u30a3\u30c3\u30c8<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/model-fit-underfitting-vs-overfitting.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/model-fit-underfitting-vs-overfitting.html<\/a>  <\/li>\n<li>\u30d0\u30c3\u30c1\u4e88\u6e2c<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/about-batch-predictions.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/about-batch-predictions.html<\/a>  <\/li>\n<li>\u30aa\u30f3\u30e9\u30a4\u30f3\u4e88\u6e2c<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/online-predictions.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/online-predictions.html<\/a>  <\/li>\n<li>\u30d0\u30a4\u30ca\u30ea\u30e2\u30c7\u30eb\u30a4\u30f3\u30b5\u30a4\u30c8<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/binary-model-insights.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/binary-model-insights.html<\/a>  <\/li>\n<li>\u8907\u6570\u30e2\u30c7\u30eb\u30af\u30e9\u30b9\u306e\u6d1e\u5bdf<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/multiclass-model-insights.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/multiclass-model-insights.html<\/a>  <\/li>\n<li>\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u6d1e\u5bdf<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/regression-model-insights.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/regression-model-insights.html<\/a>  <\/li>\n<li>\u4ea4\u5dee\u691c\u8a3c<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/cross-validation.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/machine-learning\/latest\/dg\/cross-validation.html<\/a>  <\/li>\n<\/ul>\n<h3>AWS Database Migration Service(AWS DMS)<\/h3>\n<ul>\n<li>AWS SCT\u3001AWS DMS\u3001AWS Snowball\u3092\u4f75\u7528\u3057\u305f\u79fb\u884c<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/enable-large-scale-database-migrations-with-aws-dms-and-aws-snowball\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/enable-large-scale-database-migrations-with-aws-dms-and-aws-snowball\/<\/a>  <\/li>\n<li>AWS SCT\u3001AWS DMS\u3092\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306eAmazon Redshift\u3078\u306e\u79fb\u884c<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/getting-started\/hands-on\/migrate-oracle-to-amazon-redshift\/\">https:\/\/aws.amazon.com\/jp\/getting-started\/hands-on\/migrate-oracle-to-amazon-redshift\/<\/a>  <\/li>\n<li>Oracle\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092Amazon RDS PostgreSQL\u307e\u305f\u306fAmazon Aurora PostgreSQL\u306b\u79fb\u884c\u3059\u308b\u305f\u3081\u306e\u6210\u529f\u4e8b\u4f8b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/best-practices-for-migrating-an-oracle-database-to-amazon-rds-postgresql-or-amazon-aurora-postgresql-source-database-considerations-for-the-oracle-and-aws-dms-cdc-environment\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/best-practices-for-migrating-an-oracle-database-to-amazon-rds-postgresql-or-amazon-aurora-postgresql-source-database-considerations-for-the-oracle-and-aws-dms-cdc-environment\/<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/best-practices-for-migrating-an-oracle-database-to-amazon-rds-postgresql-or-amazon-aurora-postgresql-migration-process-and-infrastructure-considerations\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/best-practices-for-migrating-an-oracle-database-to-amazon-rds-postgresql-or-amazon-aurora-postgresql-migration-process-and-infrastructure-considerations\/<\/a>  <\/li>\n<li>AWS DMS\u306e\u30bf\u30fc\u30b2\u30c3\u30c8\u3068\u3057\u3066Amazon S3\u30d0\u30b1\u30c3\u30c8\u3092\u4f7f\u7528\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/premiumsupport\/knowledge-center\/s3-bucket-dms-target\/\">https:\/\/aws.amazon.com\/jp\/premiumsupport\/knowledge-center\/s3-bucket-dms-target\/<\/a>  <\/li>\n<\/ul>\n<h3>AWS IoT Greengrass<\/h3>\n<ul>\n<li>AWS IoT Greengrass\u306eML\u63a8\u8ad6\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/greengrass\/ml\/\">https:\/\/aws.amazon.com\/jp\/greengrass\/ml\/<\/a>  <\/li>\n<li>AWS IoT Greengrass\u3067\u6a5f\u68b0\u5b66\u7fd2\u306e\u63a8\u8ad6\u3092\u5b9f\u884c\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/greengrass\/v1\/developerguide\/ml-inference.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/greengrass\/v1\/developerguide\/ml-inference.html<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/industrial-iot-from-condition-based-monitoring-to-predictive-quality-to-digitize-your-factory-with-aws-iot-services\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/industrial-iot-from-condition-based-monitoring-to-predictive-quality-to-digitize-your-factory-with-aws-iot-services\/<\/a>  <\/li>\n<\/ul>\n<h3>Amazon Athena<\/h3>\n<ul>\n<li>Amazon Athena\u3067\u306eMachine Learning(ML)\u306e\u4f7f\u7528<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/athena\/latest\/ug\/querying-mlmodel.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/athena\/latest\/ug\/querying-mlmodel.html<\/a>  <\/li>\n<li>Athena\u3067\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0(\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u3001\u30c7\u30fc\u30bf\u306e\u5727\u7e2e\u3068\u5206\u5272\u3001\u30d5\u30a1\u30a4\u30eb\u30b5\u30a4\u30ba\u6700\u9069\u5316\u3001\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0fApache Parquet\u3068Apache ORC\u306e\u4f7f\u7528\u306a\u3069)<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/top-10-performance-tuning-tips-for-amazon-athena\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/top-10-performance-tuning-tips-for-amazon-athena\/<\/a>  <\/li>\n<li>AWS Glue\u3068\u306e\u7d71\u5408<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/athena\/latest\/ug\/glue-athena.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/athena\/latest\/ug\/glue-athena.html<\/a>  <\/li>\n<\/ul>\n<h3>AWS Data Pipeline<\/h3>\n<ul>\n<li>AWS Data Pipeline\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/datapipeline\/latest\/DeveloperGuide\/what-is-datapipeline.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/datapipeline\/latest\/DeveloperGuide\/what-is-datapipeline.html<\/a>  <\/li>\n<\/ul>\n<h3>Amazon Elastic MapReduce(Amazon EMR)<\/h3>\n<ul>\n<li>Amazon EMR\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u8a2d\u5b9a\u306e\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3068\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9(\u30b3\u30a2\u30ce\u30fc\u30c9\u3068\u30bf\u30b9\u30af\u30ce\u30fc\u30c9\u306b\u4f7f\u7528\u3059\u308b\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bf\u30a4\u30d7\u306a\u3069)<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/emr\/latest\/ManagementGuide\/emr-plan-instances-guidelines.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/emr\/latest\/ManagementGuide\/emr-plan-instances-guidelines.html<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/best-practices-for-running-apache-spark-applications-using-amazon-ec2-spot-instances-with-amazon-emr\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/best-practices-for-running-apache-spark-applications-using-amazon-ec2-spot-instances-with-amazon-emr\/<\/a>  <\/li>\n<\/ul>\n<h3>AWS Glue<\/h3>\n<ul>\n<li>AWS Lake Formation\u306eFindMatches\u306b\u3088\u308b\u30ec\u30b3\u30fc\u30c9\u306e\u30de\u30c3\u30c1\u30f3\u30b0<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/glue\/latest\/dg\/machine-learning.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/glue\/latest\/dg\/machine-learning.html<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/matching-patient-records-with-the-aws-lake-formation-findmatches-transform\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/matching-patient-records-with-the-aws-lake-formation-findmatches-transform\/<\/a>  <\/li>\n<li>AWS Glue\u304c\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3(Python\u3068PySpark\u62e1\u5f35\u6a5f\u80fd\u3001Scala)\u3067\u306eAWS Glue ETL\u30b9\u30af\u30ea\u30d7\u30c8\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/glue\/latest\/dg\/aws-glue-programming.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/glue\/latest\/dg\/aws-glue-programming.html<\/a>  <\/li>\n<li>AWS Glue\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u306b\u3064\u3044\u3066<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/glue\/latest\/dg\/populate-data-catalog.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/glue\/latest\/dg\/populate-data-catalog.html<\/a>  <\/li>\n<li>\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u3068ETL\u30b8\u30e7\u30d6\u306eAWS Glue\u30c8\u30ea\u30ac\u30fc\u3092\u4f7f\u7528\u3057\u3066\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3092\u69cb\u7bc9\u304a\u3088\u3073\u81ea\u52d5\u5316\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/build-and-automate-a-serverless-data-lake-using-an-aws-glue-trigger-for-the-data-catalog-and-etl-jobs\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/build-and-automate-a-serverless-data-lake-using-an-aws-glue-trigger-for-the-data-catalog-and-etl-jobs\/<\/a>  <\/li>\n<\/ul>\n<h3>Amazon Kinesis<\/h3>\n<ul>\n<li>Amazon Kinesis Data Streams\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/under-the-hood-scaling-your-kinesis-data-streams\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/under-the-hood-scaling-your-kinesis-data-streams\/<\/a>  <\/li>\n<li>Amazon Kinesis Data Streams\u306e\u5165\u51fa\u529b\u306e\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8(\u30b7\u30e3\u30fc\u30c9)\u8a08\u7b97<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/kinesis\/data-streams\/faqs\/\">https:\/\/aws.amazon.com\/jp\/kinesis\/data-streams\/faqs\/<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/kinesis\/data-streams\/pricing\/\">https:\/\/aws.amazon.com\/jp\/kinesis\/data-streams\/pricing\/<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/streams\/latest\/dev\/key-concepts.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/streams\/latest\/dev\/key-concepts.html<\/a>  <\/li>\n<li>Kinesis Data Firehose\u306e\u30c7\u30fc\u30bf\u914d\u4fe1\u5148<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/firehose\/latest\/dev\/basic-deliver.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/firehose\/latest\/dev\/basic-deliver.html<\/a>  <\/li>\n<li>Kinesis Data Firehose\u3067\u306e\u5165\u529b\u30ec\u30b3\u30fc\u30c9\u5f62\u5f0f\u306e\u5909\u63db<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/firehose\/latest\/dev\/record-format-conversion.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/firehose\/latest\/dev\/record-format-conversion.html<\/a>  <\/li>\n<li>Amazon Kinesis Data Analytics\u3067\u6a5f\u68b0\u5b66\u7fd2\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3059\u308b(\u30c7\u30fc\u30bf\u7570\u5e38\u691c\u51fa\u3001\u30db\u30c3\u30c8\u30b9\u30dd\u30c3\u30c8\u691c\u51fa)<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/kinesisanalytics\/latest\/dev\/examples-machine.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/kinesisanalytics\/latest\/dev\/examples-machine.html<\/a>  <\/li>\n<li>AWS Lambda\u3092\u4f7f\u7528\u3057\u305fAmazon Kinesis Analytics\u306e\u30c7\u30fc\u30bf\u524d\u51e6\u7406<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/big-data\/preprocessing-data-in-amazon-kinesis-analytics-with-aws-lambda\/\">https:\/\/aws.amazon.com\/jp\/blogs\/big-data\/preprocessing-data-in-amazon-kinesis-analytics-with-aws-lambda\/<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/kinesisanalytics\/latest\/dev\/lambda-preprocessing.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/kinesisanalytics\/latest\/dev\/lambda-preprocessing.html<\/a>  <\/li>\n<li>Amazon Kinesis Data Firehose\u3001Amazon Athena\u3001Amazon Redshift \u3092\u4f7f\u7528\u3057\u3066 Apache Parquet \u6700\u9069\u5316\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/analyzing-apache-parquet-optimized-data-using-amazon-kinesis-data-firehose-amazon-athena-and-amazon-redshift\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/analyzing-apache-parquet-optimized-data-using-amazon-kinesis-data-firehose-amazon-athena-and-amazon-redshift\/<\/a>  <\/li>\n<\/ul>\n<h3>Amazon QuickSight<\/h3>\n<ul>\n<li>Amazon QuickSight\u3067\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u30bf\u30a4\u30d7\u3092\u4f7f\u7528\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/quicksight\/latest\/user\/working-with-visual-types.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/quicksight\/latest\/user\/working-with-visual-types.html<\/a>  <\/li>\n<li>Amazon QuickSight\u306eML Insights<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/quicksight\/latest\/user\/working-with-analyses.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/quicksight\/latest\/user\/working-with-analyses.html<\/a>  <\/li>\n<li>Amazon QuickSight\u3067Amazon SageMaker\u6a5f\u68b0\u5b66\u7fd2\u4e88\u6e2c\u3092\u8996\u899a\u5316\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/making-machine-learning-predictions-in-amazon-quicksight-and-amazon-sagemaker\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/making-machine-learning-predictions-in-amazon-quicksight-and-amazon-sagemaker\/<\/a>  <\/li>\n<li>Amazon EMR\u3001AWS Glue\u3001Amazon QuickSight\u3092\u4f7f\u7528\u3057\u3066\u81ea\u52d5\u30c7\u30fc\u30bf\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u304a\u3088\u3073\u30ec\u30dd\u30fc\u30c8\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/build-an-automatic-data-profiling-and-reporting-solution-with-amazon-emr-aws-glue-and-amazon-quicksight\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/build-an-automatic-data-profiling-and-reporting-solution-with-amazon-emr-aws-glue-and-amazon-quicksight\/<\/a>  <\/li>\n<\/ul>\n<h3>AWS Step Functions<\/h3>\n<ul>\n<li>AWS Step Functions\u3092\u4f7f\u7528\u3057\u3066Amazon SageMaker\u3001AWS Glue\u3092\u7ba1\u7406\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/step-functions\/latest\/dg\/connect-sagemaker.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/step-functions\/latest\/dg\/connect-sagemaker.html<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/docs.aws.amazon.com\/ja_jp\/step-functions\/latest\/dg\/connect-databrew.html\">https:\/\/docs.aws.amazon.com\/ja_jp\/step-functions\/latest\/dg\/connect-databrew.html<\/a><br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/orchestrate-amazon-redshift-based-etl-workflows-with-aws-step-functions-and-aws-glue\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/orchestrate-amazon-redshift-based-etl-workflows-with-aws-step-functions-and-aws-glue\/<\/a>  <\/li>\n<\/ul>\n<h3>Amazon Mechanical Turk<\/h3>\n<ul>\n<li>Amazon Mechanical Turk\u306e\u6982\u8981<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/mturk\/faqs\/\">https:\/\/aws.amazon.com\/jp\/mturk\/faqs\/<\/a>  <\/li>\n<\/ul>\n<h3>Others<\/h3>\n<ul>\n<li>AWS\u306e\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u3092\u30b0\u30e9\u30ec\u30b3\u3067\u89e3\u8aac<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/builders-flash\/202003\/awsgeek-sagemaker\/\">https:\/\/aws.amazon.com\/jp\/builders-flash\/202003\/awsgeek-sagemaker\/<\/a>  <\/li>\n<li>\u6a5f\u68b0\u5b66\u7fd2\u3068\u611f\u5ea6\u5206\u6790\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u30d3\u30b8\u30cd\u30b9\u6226\u7565\u3092\u958b\u767a\u3059\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/developing-a-business-strategy-by-combining-machine-learning-with-sensitivity-analysis\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/developing-a-business-strategy-by-combining-machine-learning-with-sensitivity-analysis\/<\/a>  <\/li>\n<li>Amazon Aurora\u6a5f\u68b0\u5b66\u7fd2\u3092\u4f7f\u7528\u3057\u3066\u9867\u5ba2\u306b\u95a2\u3059\u308b\u6d1e\u5bdf\u3092\u5f97\u308b<br \/><a target=\"_blank\" rel=\"noopener external\" href=\"https:\/\/aws.amazon.com\/jp\/blogs\/news\/gain-customer-insights-using-amazon-aurora-machine-learning\/\">https:\/\/aws.amazon.com\/jp\/blogs\/news\/gain-customer-insights-using-amazon-aurora-machine-learning\/<\/a>  <\/li>\n<li>\u6a5f\u68b0\u5b66\u7fd2(\u30de\u30b7\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0)\u30fb\u6df1\u5c64\u5b66\u7fd2(\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0)\u306e\u57fa\u790e\u77e5\u8b58 <br \/>\n\u524d\u8ff0\u306e<a href=\"#ml_dl_learning_resources\">\u6a5f\u68b0\u5b66\u7fd2\u30fb\u6df1\u5c64\u5b66\u7fd2\u306e\u57fa\u790e\u77e5\u8b58\u3092\u5b66\u3079\u308b\u30ea\u30bd\u30fc\u30b9<\/a>\u306a\u3069\u3067\u5b66\u7fd2\u3057\u305f\u5185\u5bb9\u3002<br \/>\n\u5b66\u7fd2\u306e\u53c2\u8003\u3068\u306a\u308b\u4e00\u90e8\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u6b21\u306b\u8a18\u8f09\u3057\u307e\u3059\u3002<\/p>\n<pre>\n\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u3001\u7dda\u5f62\u56de\u5e30\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u3001\u4e8c\u9805\u5206\u985e\u3001\u30de\u30eb\u30c1\u30af\u30e9\u30b9\u5206\u985e\u3001KNN\u3001\u30e9\u30f3\u30c0\u30e0\u30d5\u30a9\u30ec\u30b9\u30c8\u3001\u6c7a\u5b9a\u6728\u3001\u30d6\u30fc\u30c8\u30b9\u30c8\u30e9\u30c3\u30d7\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3001\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u5b66\u7fd2\u3001\u30d0\u30ae\u30f3\u30b0\u3001\u30d6\u30fc\u30b9\u30c6\u30a3\u30f3\u30b0\u3001\u52fe\u914d\u30d6\u30fc\u30b9\u30c6\u30a3\u30f3\u30b0\u3001AdaBoost\u3001XGBoost\u3001\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3(SVM)\u3001\u30de\u30fc\u30b8\u30f3\u6700\u5927\u5316\u3001\u30ab\u30fc\u30cd\u30eb\u95a2\u6570\u3001\u30ab\u30fc\u30cd\u30eb\u30c8\u30ea\u30c3\u30af\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u3001k-means\u3001\u30a8\u30eb\u30dc\u30fc\u6cd5\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0(\u30af\u30e9\u30b9\u30bf\u30fc\u5206\u6790)\u3001\u4e3b\u6210\u5206\u5206\u6790(PCA)\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3001\u691c\u8a3c\u30c7\u30fc\u30bf\u3001\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3001\u4ea4\u5dee\u691c\u8a3c\u3001k-\u5206\u5272\u4ea4\u5dee\u691c\u8a3c\u3001\u30db\u30fc\u30eb\u30c9\u30a2\u30a6\u30c8\u691c\u8a3c\u3001ROC\u66f2\u7dda\u4e0b\u9762\u7a4d(AUC)\u3001\u6b8b\u5dee\u30d7\u30ed\u30c3\u30c8\u3001\u6df7\u540c\u884c\u5217\u3001True Positive(TP, \u771f\u967d\u6027)\u3001False Positive(FP, \u507d\u967d\u6027)\u3001False Negative(FN, \u507d\u9670\u6027)\u3001True Negative(TN, \u771f\u9670\u6027)\u3001\u6b63\u89e3\u7387(accuracy)\u3001\u9069\u5408\u7387(precision)\u3001\u518d\u73fe\u7387(recall)\u3001\u7279\u7570\u7387(Specificity)\u3001F\u5024(F-measure)\u3001\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u3001\u30e9\u30d9\u30eb\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3001\u30ef\u30f3\u30db\u30c3\u30c8\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u5358\u7d14\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3001\u591a\u5c64\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\u3001\u5165\u529b\u5c64\u3001\u96a0\u308c\u5c64(\u4e2d\u9593\u5c64)\u3001\u51fa\u529b\u5c64\u3001\u91cd\u307f\u3001\u8aa4\u5dee\u9006\u4f1d\u64ad\u6cd5\u3001\u52fe\u914d\u6d88\u5931\u554f\u984c\u3001\u6d3b\u6027\u5316\u95a2\u6570\u3001\u6052\u7b49\u95a2\u6570\u3001\u30b7\u30b0\u30e2\u30a4\u30c9\u95a2\u6570\u3001tanh\u95a2\u6570\u3001ReLU\u95a2\u6570\u3001\u30bd\u30d5\u30c8\u30de\u30c3\u30af\u30b9\u95a2\u6570\u3001\u30b3\u30b9\u30c8\u95a2\u6570\u3001\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\u3001\u7a4d\u5c64\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0\u3001\u4e8b\u524d\u5b66\u7fd2\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3001\u6df1\u5c64\u4fe1\u5ff5\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u52fe\u914d\u964d\u4e0b\u6cd5\u3001\u504f\u5fae\u5206\u3001\u6700\u5c0f\u4e8c\u4e57\u6cd5\u3001\u6700\u5c24\u63a8\u5b9a\u3001\u6b63\u5247\u5316\u3001\u7d4c\u9a13\u7684\u640d\u5931\u6700\u5c0f\u5316\u3001\u30a8\u30dd\u30c3\u30af\u3001\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba\u3001\u30df\u30cb\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba\u3001\u30a4\u30c6\u30ec\u30fc\u30b7\u30e7\u30f3\u6570\u3001\u5b66\u7fd2\u7387\u3001\u5c40\u6240\u6700\u9069\u89e3\u3001\u5927\u57df\u6700\u9069\u89e3\u3001\u978d\u70b9\u3001\u30d7\u30e9\u30c8\u30fc\u3001\u30e2\u30fc\u30e1\u30f3\u30bf\u30e0\u3001Adagrad\u3001Adadelta\u3001RMSprop\u3001Adam\u3001\u504f\u5dee\u3001\u6a19\u6e96\u504f\u5dee\u3001\u5206\u6563\u3001\u30a2\u30f3\u30c0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3001\u5b66\u7fd2\u4e0d\u8db3\u3001\u9ad8\u3044\u30d0\u30a4\u30a2\u30b9\u3001\u4f4e\u3044\u30d0\u30ea\u30a2\u30f3\u30b9\u3001\u30aa\u30fc\u30d0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3001\u904e\u5b66\u7fd2\u3001\u4f4e\u3044\u30d0\u30a4\u30a2\u30b9\u3001\u9ad8\u3044\u30d0\u30ea\u30a2\u30f3\u30b9\u3001L1\u6b63\u5247\u5316\u3001\u30e9\u30c3\u30bd\u56de\u5e30\u3001L2\u6b63\u5247\u5316\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u3001Elastic Net\u3001\u30c9\u30ed\u30c3\u30d7\u30a2\u30a6\u30c8\u3001early stopping\u3001\u7279\u5fb4\u91cf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u7279\u5fb4\u91cf\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3001\u6b63\u898f\u5316\u3001\u6a19\u6e96\u5316\u3001\u767d\u8272\u5316\u3001\u30d0\u30c3\u30c1\u6b63\u898f\u5316\u3001\u91cd\u307f\u306e\u521d\u671f\u5316\u3001\u6b20\u640d\u5024\u306e\u5bfe\u5fdc\u65b9\u6cd5\u3001\u30ea\u30b9\u30c8\u30ef\u30a4\u30ba\u6cd5\u3001\u30da\u30a2\u30ef\u30a4\u30ba\u6cd5\u3001\u5e73\u5747(\u4e2d\u592e)\u5024\u4ee3\u5165\u6cd5\u3001\u591a\u91cd\u4ee3\u5165\u6cd5\u3001\u6b21\u5143\u524a\u6e1b\u3001\u7279\u5fb4\u9078\u629e\u3001\u7279\u5fb4\u62bd\u51fa\u3001t\u5206\u5e03\u578b\u78ba\u7387\u7684\u8fd1\u508d\u57cb\u3081\u8fbc\u307f\u6cd5(T-distributed Stochastic Neighbor Embedding, t-SNE)\u3001\u7dda\u5f62\u5224\u5225\u5206\u6790\uff08LDA\uff09\u3001\u78ba\u7387\u5206\u5e03\u3001\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u3001\u30e9\u30f3\u30c0\u30e0\u30b5\u30fc\u30c1\u3001\u30b0\u30ea\u30c3\u30c9\u30b5\u30fc\u30c1\u3001\u30d9\u30a4\u30ba\u6700\u9069\u5316\u3001\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(CNN)\u3001\u7573\u307f\u8fbc\u307f\u5c64\u3001\u7279\u5fb4\u30de\u30c3\u30d7\u3001\u30d7\u30fc\u30ea\u30f3\u30b0\u5c64\u3001\u30c0\u30a6\u30f3\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3001max\u30d7\u30fc\u30ea\u30f3\u30b0\u3001avg\u30d7\u30fc\u30ea\u30f3\u30b0\u3001\u5168\u7d50\u5408\u5c64\u3001\u4e0d\u5747\u8861\u30c7\u30fc\u30bf\u3078\u306e\u5bfe\u5fdc\u65b9\u6cd5\u3001\u30c7\u30fc\u30bf\u62e1\u5f35(\u6c34\u5897\u3057)\u3001\u30aa\u30fc\u30d0\u30fc\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3001SMOTE\u3001\u30a2\u30f3\u30c0\u30fc\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3001You Only Look Once(YOLO)\u3001\u30b7\u30f3\u30b0\u30eb\u30b7\u30e7\u30c3\u30c8\u30de\u30eb\u30c1\u30dc\u30c3\u30af\u30b9\u691c\u51fa\u5668(Single Shot MultiBox Detector, SSD)\u3001\u30d0\u30a6\u30f3\u30c7\u30a3\u30f3\u30b0\u30dc\u30c3\u30af\u30b9\u3001\u30bb\u30de\u30f3\u30c6\u30c3\u30af\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u8ee2\u79fb\u5b66\u7fd2\u3001\u30ea\u30ab\u30ec\u30f3\u30c8\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(RNN)\u3001LSTM\u3001GRU\u3001\u5f37\u5316\u5b66\u7fd2\u3001Deep Q-Network(DQN)\u3001\u6df1\u5c64\u5f37\u5316\u5b66\u7fd2\u3001\u6df1\u5c64\u751f\u6210\u30e2\u30c7\u30eb\u3001\u753b\u50cf\u751f\u6210\u30e2\u30c7\u30eb\u3001\u5909\u5206\u30aa\u30fc\u30c8\u30a8\u30f3\u30b3\u30fc\u30c0(VAE)\u3001\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(GAN)\u3001\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u3001\u30c7\u30a3\u30b9\u30af\u30ea\u30df\u30cd\u30fc\u30bf\u30fc\u3001word2vec\u3001seq2seq\u3001TF-IDF\u3001\u30ca\u30a4\u30fc\u30d6\u30d9\u30a4\u30ba\u3001\u6f5c\u5728\u7684\u30c7\u30a3\u30ea\u30af\u30ec\u914d\u5206\u6cd5(LDA)\u3001\u5354\u8abf\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30c1\u30e5\u30fc\u30ea\u30f3\u30b0\u30de\u30b7\u30f3(NTM)\u3001WaveNet\u3001\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3001\u6563\u5e03\u56f3\u3001\u7bb1\u3072\u3052\u56f3(\u30dc\u30c3\u30af\u30b9\u30d7\u30ed\u30c3\u30c8)\u3001\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3001\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u3001\u30d4\u30dc\u30c3\u30c8\u30c6\u30fc\u30d6\u30eb\u3001\u306a\u3069\n<\/pre>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Amazon Web Services(AWS)\u306f\u4eca\u6700\u3082\u30b7\u30a7\u30a2\u3092\u62e1\u5927\u3057\u3066\u3044\u308b\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u306e\u4e00\u3064\u3067\u3059\u3002 \u305d\u3057\u3066\u3001AWS\u8a8d\u5b9a\u3068\u306fAWS\u30af\u30e9\u30a6\u30c9\u3092\u6d3b\u7528\u3059\u308b\u6280\u8853\u7684\u306a\u5c02\u9580\u77e5\u8b58\u304c\u4e00\u5b9a\u4ee5\u4e0a\u3042\u308b\u3053\u3068\u3092\u8a3c\u660e [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"spay_email":""},"categories":[3,78],"tags":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/www.magtranetwork.com\/wp-json\/wp\/v2\/posts\/8951"}],"collection":[{"href":"https:\/\/www.magtranetwork.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.magtranetwork.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.magtranetwork.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.magtranetwork.com\/wp-json\/wp\/v2\/comments?post=8951"}],"version-history":[{"count":10,"href":"https:\/\/www.magtranetwork.com\/wp-json\/wp\/v2\/posts\/8951\/revisions"}],"predecessor-version":[{"id":9289,"href":"https:\/\/www.magtranetwork.com\/wp-json\/wp\/v2\/posts\/8951\/revisions\/9289"}],"wp:attachment":[{"href":"https:\/\/www.magtranetwork.com\/wp-json\/wp\/v2\/media?parent=8951"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.magtranetwork.com\/wp-json\/wp\/v2\/categories?post=8951"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.magtranetwork.com\/wp-json\/wp\/v2\/tags?post=8951"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}