{"id":18569,"date":"2021-05-31T11:35:44","date_gmt":"2021-05-31T03:35:44","guid":{"rendered":"https:\/\/blog.tibame.com\/?p=18569"},"modified":"2021-06-28T11:44:03","modified_gmt":"2021-06-28T03:44:03","slug":"ai60%e5%95%8f-q29%e4%bb%80%e9%ba%bc%e6%98%af%e6%a9%9f%e5%99%a8%e5%ad%b8%e7%bf%92%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/blog.tibame.com\/?p=18569","title":{"rendered":"\u3010AI60\u554f\u3011Q29\u4ec0\u9ebc\u662f\u6a5f\u5668\u5b78\u7fd2\uff1f"},"content":{"rendered":"\n<p>\u5728 <a href=\"https:\/\/blog.wiedu.tw\/?p=17562\">Q9\u4ec0\u9ebc\u662f\u4eba\u5de5\u667a\u6167\uff1f<\/a>\u6709\u7a0d\u5fae\u4ecb\u7d39\u4f55\u70ba\u6a5f\u5668\u5b78\u7fd2\uff0c\u53ca\u5b83\u7684\u64c5\u9577\u9818\u57df\u3001\u6f14\u7b97\u6cd5\u3002\u4ee5\u4e0b\u5c07\u91dd\u5c0d\u5b83\u7684\u5b9a\u7fa9\u3001\u985e\u578b\u3001\u6d41\u7a0b\u8207\u61c9\u7528\uff0c\u505a\u66f4\u8fd1\u4e00\u6b65\u7684\u8aaa\u660e\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator is-style-dots\"\/>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u5167\u5bb9\u76ee\u9304<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u986f\u793a\/\u96b1\u85cf\u5167\u5bb9\u76ee\u9304\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" 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>\u6a5f\u5668\u5b78\u7fd2\u76844\u7a2e\u985e\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/blog.tibame.com\/?p=18569\/#%E6%A9%9F%E5%99%A8%E5%AD%B8%E7%BF%92%E6%B5%81%E7%A8%8B7%E5%80%8B%E6%AD%A5%E9%A9%9F\" >\u6a5f\u5668\u5b78\u7fd2\u6d41\u7a0b7\u500b\u6b65\u9a5f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/blog.tibame.com\/?p=18569\/#%E6%A9%9F%E5%99%A8%E5%AD%B8%E7%BF%92%E6%87%89%E7%94%A8%E5%A0%B4%E5%9F%9F\" >\u6a5f\u5668\u5b78\u7fd2\u61c9\u7528\u5834\u57df<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%A9%9F%E5%99%A8%E5%AD%B8%E7%BF%92%E7%9A%84%E5%AE%9A%E7%BE%A9\"><\/span><strong>\u6a5f\u5668\u5b78\u7fd2\u7684\u5b9a\u7fa9<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u53ef\u4ee5\u8aaa\u662f\u8b93\u6a5f\u5668\u64c1\u6709\u667a\u6167\u7684\u7b2c\u4e00\u6b65\uff0c\u300c<strong>\u5f9e\u4ee5\u5f80\u7684\u8cc7\u6599\u3001\u7d93\u9a57\u4e2d\u5b78\u7fd2\uff0c\u627e\u5230\u5176\u904b\u884c\u898f\u5247\uff0c\u6700\u5f8c\u9054\u5230\u4eba\u5de5\u667a\u6167\u7684\u65b9\u6cd5\u3002<\/strong>\u300d<\/p>\n\n\n\n<p>\u5b83\u5305\u542b\u900f\u904e\u6a23\u672c\u8a13\u7df4\u6a5f\u5668\u8fa8\u8b58\u51fa\u904b\u4f5c\u6a21\u5f0f\uff0c\u800c\u4e0d\u662f\u7528\u7279\u5b9a\u898f\u5247\u7de8\u7a0b\u5e8f\uff0c\u800c\u9019\u4e9b\u6a23\u672c\u53ef\u4ee5\u5728\u8cc7\u6599\u4e2d\u627e\u5230\u3002\u5728\u4e0d\u7d93\u904e\u523b\u610f\u5c0e\u5f15\u4e4b\u4e0b\uff0c\u8b93\u6a5f\u5668\u5177\u5099\u81ea\u6211\u5b78\u7fd2\u7684\u80fd\u529b\u3002\u4f7f\u7528\u5927\u91cf\u6578\u64da\u548c\u6f14\u7b97\u6cd5\u4f86\u8a13\u7df4\u6a5f\u5668\uff0c\u8b93\u5b83\u5b78\u7fd2\u5982\u4f55\u57f7\u884c\u4efb\u52d9\uff0c \u8a13\u7df4\u5f8c\u6703\u64c1\u6709\u5224\u65b7\u3001\u9810\u6e2c\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u4e5f\u80fd\u8aaa\u6210\uff0c\u6a5f\u5668\u5b78\u7fd2\u662f\u7a2e\u5f31\u4eba\u5de5\u667a\u6167 narrow AI\uff0c\u5b83\u5f9e\u8cc7\u6599\u4e2d\u5f97\u5230\u8907\u96dc\u7684\u51fd\u6578\uff0f\u6a23\u672c\u4f86\u5b78\u7fd2\uff0c\u4f86\u5275\u9020\u6f14\u7b97\u6cd5\uff0f\u898f\u5247\uff0c\u4e26\u5229\u7528\u5b83\u4f86\u505a\u9810\u6e2c\u3002\u5728AI\u6280\u8853\u4e2d\uff0c\u6700\u5ee3\u88ab\u61c9\u7528\u7684\u5c31\u662f\u6a5f\u5668\u5b78\u7fd2\uff0c\u4e0d\u53ea\u56e0\u70ba\u5b83\u53ea\u9700\u8981\u8f03\u4f4e\u6280\u8853\u3001\u6210\u672c\uff0c\u66f4\u56e0\u70ba\u6a5f\u5668\u5b78\u7fd2\u7684\u50f9\u503c\u9ad4\u73fe\u8f03\u5feb\uff0c\u6240\u4ee5\u4f01\u696d\u591a\u50be\u5411\u65bc\u767c\u5c55\u9019\u9805\u6280\u8853\u3002<\/p>\n\n\n\n<div style=\"height:34px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%A9%9F%E5%99%A8%E5%AD%B8%E7%BF%92%E7%9A%844%E7%A8%AE%E9%A1%9E%E5%9E%8B\"><\/span><strong>\u6a5f\u5668\u5b78\u7fd2\u76844\u7a2e\u985e\u578b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u6a5f\u5668\u5b78\u7fd2\u7684\u8cc7\u6599\uff0c\u5728\u6a21\u578b\u8a13\u7df4\u904e\u7a0b\u4e2d\u662f\u7531\u7279\u5fb5\u8cc7\u6599\uff08feature\uff09\u548c\u771f\u5be6\u985e\u5225\uff0f\u6a19\u7c64 \uff08Ground truth \/ label\uff09\u6240\u7d44\u6210\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator is-style-dots\"\/>\n\n\n\n<h4 class=\"wp-block-heading\"> 1\u3001<strong>\u76e3\u7763\u5f0f\u5b78\u7fd2<\/strong> Supervised Learning<strong>\uff08\u7d66\u6578\u64da\u3001\u7d66\u6a19\u7c64\uff09<\/strong><\/h4>\n\n\n\n<p>\u5728\u8a13\u7df4\u96fb\u8166\u7684\u904e\u7a0b\u4e2d\uff0c\u6709\u7d66\u6a19\u6e96\u7b54\u6848\uff0c\u985e\u4f3c\u65bc\u8a8d\u77e5\u611f\u77e5\u4e2d\u7684\u300c\u6982\u5ff5\u5b78\u7fd2\u300d\uff08concept learning\uff09\u3002<\/p>\n\n\n\n<pre class=\"wp-block-verse\">\u5982\uff1a<br \/>\u5148\u7d66\u96fb\u8166\u770b1,000\u5f35\u72d7\u8ddf\u8c93\u7684\u7167\u7247\uff0c<br \/>\u4e4b\u5f8c\u554f\u4ed6\u9019\u662f\u72d7\u9084\u662f\u8c93<\/pre>\n\n\n\n<p>\u5728\u76e3\u7763\u5f0f\u5b78\u7fd2\u4e2d\uff0c\u5178\u578b\u7684\u4efb\u52d9\u662f\u5206\u985e\u3001\u8ff4\u6b78\u5206\u6790\uff0c\u4e14\u9700\u8981\u4f7f\u7528\u5230\u4eba\u5de5\u9810\u5148\u6e96\u5099\u597d\u7684\u7bc4\u4f8b\uff0c\u4f9d\u64da\u61c9\u7528\u65b9\u9762\u53ef\u4ee5\u5206\u6210\uff1a\u5206\u985e\uff08Classification\uff09 \u3001\u56de\u6b78\uff08Regression\uff09\u3002<\/p>\n\n\n\n<div style=\"height:34px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>(1)\u3001\u76e3\u7763\u5f0f\u5206\u985e Supervised Classification\uff1a<\/strong><\/p>\n\n\n\n<p>\u5206\u70ba\u53c3\u6578\u578b\u5206\u985e\u3001\u975e\u53c3\u6578\u578b\u5206\u985e\uff0c\u5728\u7d71\u8a08\u5b78\u4e2d\uff0c\u53c3\u6578\u6a21\u578b\u662f\u4e00\u7a2e\u53ef\u4ee5\u900f\u904e\u7d50\u69cb\u5316\u8868\u9054\u5f0f\u548c\u53c3\u6578\u96c6\u8868\u793a\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u53c3\u6578\u578b parameter-based classification\uff1a\u9ad8\u65af\u5206\u985e\u5668 Gaussian Classifier\u3001\u908f\u8f2f\u8ff4\u6b78\u5206\u6790 logistic regression\u3001\u652f\u6490\u5411\u91cf\u6a5f Support Vector Machine\u3001\u611f\u77e5\u5668 Perceptron<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li>\u975e\u53c3\u6578\u578b non-parameter-based classification\uff1a<a href=\"https:\/\/blog.wiedu.tw\/?p=18532\">K\u9130\u8fd1\u7b97\u6cd5 K-nearest neighbors<\/a><\/li><\/ul>\n\n\n\n<p><strong>(2)\u3001\u76e3\u7763\u5f0f\u56de\u6b78 Supervised Regression\uff1a<\/strong><\/p>\n\n\n\n<p> <a href=\"https:\/\/blog.wiedu.tw\/?p=17918\">\u7dda\u6027\u56de\u6b78 Linear Regression<\/a>\u3001\u652f\u6490\u5411\u91cf\u56de\u6b78 Support Vector Regression<\/p>\n\n\n\n<div style=\"height:41px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">2\u3001\u975e\u76e3\u7763\u5f0f\u5b78\u7fd2 Un-supervised learning<strong>\uff08\u7d66\u6578\u64da\uff0c\u6c92\u7d66\u6a19\u7c64\uff09<\/strong><\/h4>\n\n\n\n<p>\u6c92\u6709\u7d66\u96fb\u8166\u6a19\u6e96\u7b54\u6848\uff0c\u53ea\u63d0\u4f9b\u7bc4\u4f8b\uff0c\u8b93\u5b83\u81ea\u5df1\u5728\u7bc4\u4f8b\u4e2d\u627e\u5230\u6f5b\u5728\u898f\u5247\u3002<\/p>\n\n\n\n<pre class=\"wp-block-verse\">\u5982\uff1a<br \/>\u9280\u884c\u7684\u9867\u5ba2\u8cc7\u6599\u5206\u6790\uff0c<br \/>\u4ee5\u5e74\u9f61\u3001\u6027\u5225\u3001\u8077\u696d\u9032\u884c\u8cc7\u6599\u5206\u985e\uff0c<br \/>\u5b83\u80fd\u627e\u51fa\u5ba2\u6236\u6bd4\u8f03\u3001\u5c07\u76f8\u4f3c\u5ba2\u6236\u5206\u7fa4\u3002<\/pre>\n\n\n\n<p>\u5e38\u898b\u7684\u975e\u76e3\u7763\u5b78\u7fd2\u6f14\u7b97\u6cd5\uff1a\u751f\u6210\u5c0d\u6297\u7db2\u8def\uff08GAN\uff09\u3001\u7fa4\u96c6<\/p>\n\n\n\n<p>\u4e3b\u8981\u7684\u53e2\u96c6\u5206\u6790 Clustering Analysis\uff1a<a href=\"https:\/\/blog.wiedu.tw\/?p=18537\">K\u5747\u503c\u96c6\u7fa4\u7b97\u6cd5 K-means<\/a>\u3001\u6a21\u7ccaf\u5e73\u5747\u6cd5 fuzzy c-means \u3001\u9ad8\u65af\u6df7\u548c\u6a21\u578b Gaussian Mixture Model<\/p>\n\n\n\n<div style=\"height:41px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">3\u3001\u534a\u76e3\u7763\u5f0f\u5b78\u7fd2 Semi-supervised learning<\/h4>\n\n\n\n<p>\u4ecb\u65bc\u76e3\u7763\u5b78\u7fd2\u8207\u975e\u76e3\u7763\u5b78\u7fd2\u4e4b\u9593\uff0c\u6703\u5148\u5c07\u6709\u6a19\u7c64\u8cc7\u6599\u3001\u7121\u6a19\u7c64\u8cc7\u6599\uff0c\u756b\u51fa\u5206\u754c\u7dda\uff0c\u518d\u5c07\u7121\u6a19\u7c64\u8cc7\u6599\u4f9d\u64da\u6574\u9ad4\u5206\u4f48\uff0c\u8abf\u6574\u51fa\u5169\u5927\u985e\u7684\u65b0\u5206\u754c\u3002<\/p>\n\n\n\n<p>\u5c11\u90e8\u5206\u8cc7\u6599\u6709\u6a19\u6e96\u7b54\u6848\uff0c\u53ef\u63d0\u4f9b\u6a5f\u5668\u5b78\u7fd2\u8f38\u51fa\u6642\uff0c\u5224\u65b7\u8aa4\u5dee\u4f7f\u7528\u3002\u4f46\u591a\u6578\u8cc7\u6599\u4ecd\u6c92\u6709\u6a19\u6e96\u7b54\u6848\uff0c\u6a5f\u5668\u5fc5\u9808\u81ea\u5df1\u5c0b\u627e\u7b54\u6848\u3002\u4f46\u6b64\u65b9\u6cd5\u9810\u6e2c\u6642\u6bd4\u8f03\u7cbe\u6e96\uff0c\u76ee\u524d\u6700\u5e38\u88ab\u4f7f\u7528\u3002<\/p>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">4\u3001<strong>\u589e\u5f37\u5b78\u7fd2 <\/strong>Reinforcement learning<strong>\uff08\u900f\u904e\u74b0\u5883\u548c\u7d93\u9a57\u4fee\u6b63\uff09<\/strong><\/h4>\n\n\n\n<p>\u901a\u5e38\u4eba\u5728\u505a\u6c7a\u7b56\u6642\uff0c\u6703\u6839\u64da\u76ee\u524d\u74b0\u5883\u7684\u72c0\u614b\uff0c\u4f86\u57f7\u884c\u52d5\u4f5c\u3002\u53ef\u80fd\u74b0\u5883\u7d66\u6211\u5011\u7684\u56de\u994b\uff0c\u6240\u57f7\u884c\u7684\u52d5\u4f5c\u4e5f\u6703\u53bb\u6539\u8b8a\u74b0\u5883\uff0c\u8b93\u74b0\u5883\u9032\u5165\u65b0\u7684\u72c0\u614b\u3002<\/p>\n\n\n\n<p>\u4e00\u822c\u4eba\u6703\u5f9e\u74b0\u5883\u7d66\u4e88\u7684\u56de\u994b\uff0c\u8b93\u6211\u5011\u4fee\u6b63\u81ea\u5df1\u7684\u7b56\u7565\uff0c\u8a66\u5716\u6975\u5927\u5316\u81ea\u5df1\u7684\u300c\u9577\u671f\u5831\u916c\u300d\u3002\u589e\u5f37\u5b78\u7fd2\u5c31\u662f\u5e0c\u671b\u8b93\u6a5f\u5668\uff0c\u6a21\u4eff\u4eba\u985e\u7684\u9019\u4e00\u7cfb\u5217\u884c\u70ba\u3002\u9019\u500b\u65b9\u6cd5\u5177\u6709\u666e\u904d\u6027\uff0c\u5728\u8a31\u591a\u9818\u57df\uff0c\u5982\uff1a\u535a\u5f08\u8ad6\u3001\u7d71\u8a08\u5b78\u3001\u907a\u50b3\u7b97\u6cd5&#8230;\u7b49\u90fd\u6709\u7814\u7a76\u3002<\/p>\n\n\n\n<p>\u76f8\u95dc\u7684\u6b65\u9a5f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>\u89c0\u5bdf\u5230\u76ee\u524d\u7684\u72c0\u614b<\/li><li>\u57f7\u884c\u52d5\u4f5c<\/li><li>\u6536\u5230\u56de\u994b<\/li><li>\u89c0\u5bdf\u65b0\u72c0\u614b<\/li><li>\u91cd\u8907\u975e\u5e38\u975e\u5e38\u591a\u6b21\uff0c\u76f4\u5230\u67d0\u500b\u7d42\u6b62\u6642\u9593<\/li><\/ol>\n\n\n\n<p>\u6bcf\u6b21\u6a5f\u5668\u8207\u74b0\u5883\u4e92\u52d5\u4f86\u5b78\u7fd2\uff0c\u6703\u53d6\u5f97\u6700\u5927\u5316\u7684\u9810\u671f\u5229\u76ca\u3002\u904b\u7528\u589e\u5f37\u5b78\u7fd2\u7684\u65b9\u5f0f\uff0c\u4e0d\u6a19\u8a3b\u4efb\u4f55\u8cc7\u6599\uff0c\u4f46\u544a\u8a34\u5b83\u6240\u63a1\u53d6\u7684\u6b65\u9a5f\u662f\u5426\u6b63\u78ba\u3002\u800c\u5f9e\u56de\u994b\u7684\u597d\u58de\uff0c\u6a5f\u5668\u80fd\u81ea\u5df1\u4fee\u6b63\uff0c\u6700\u7d42\u5f97\u5230\u6b63\u78ba\u7d50\u679c\u3002<\/p>\n\n\n\n<p>\u8981\u8b93\u975e\u76e3\u7763\u5f0f\u5b78\u7fd2\u9054\u6210\u4e00\u5b9a\u7a0b\u5ea6\u7684\u6b63\u78ba\u6027\uff0c\u5c31\u4e0d\u80fd\u7f3a\u5c11\u589e\u5f37\u5b78\u7fd2\u7684\u65b9\u5f0f\u3002\u82e5\u6a5f\u5668\u81ea\u884c\u8fa8\u8b58\u7279\u5fb5\u8207\u5206\u985e\uff0c\u5c07\u67d0\u5f35\u72d7\u7684\u7167\u7247\u9810\u6e2c\u6210\u8c93\uff0c\u5247\u662f\u4eba\u7d66\u4e88\u932f\u8aa4\u7684\u8a0a\u606f\uff0c\u6a5f\u5668\u6703\u518d\u6b21\u8fa8\u8a8d\u7279\u5fb5\u53ca\u5206\u985e\u3002\u900f\u904e\u4e00\u6b21\u6b21\u6b63\u78ba\u7684\u5b78\u7fd2\uff0c\u6703\u6709\u66f4\u7cbe\u6e96\u7684\u9810\u6e2c\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/AI60\u554f\u88dc\u5716-10-1024x1024.png\" alt=\"\u571629-1 \u6a5f\u5668\u5b78\u7fd2\u76844\u7a2e\u985e\u578b\" class=\"wp-image-18974\" width=\"512\" height=\"512\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/AI60\u554f\u88dc\u5716-10-1024x1024.png 1024w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/AI60\u554f\u88dc\u5716-10-150x150.png 150w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/AI60\u554f\u88dc\u5716-10-300x300.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/AI60\u554f\u88dc\u5716-10-768x768.png 768w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/AI60\u554f\u88dc\u5716-10-585x585.png 585w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/AI60\u554f\u88dc\u5716-10-65x65.png 65w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/AI60\u554f\u88dc\u5716-10.png 1080w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><figcaption><strong>\u571629-1 \u6a5f\u5668\u5b78\u7fd2\u76844\u7a2e\u985e\u578b<\/strong><\/figcaption><\/figure><\/div>\n\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%A9%9F%E5%99%A8%E5%AD%B8%E7%BF%92%E6%B5%81%E7%A8%8B7%E5%80%8B%E6%AD%A5%E9%A9%9F\"><\/span><strong>\u6a5f\u5668\u5b78\u7fd2\u6d41\u7a0b7\u500b\u6b65\u9a5f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u6a5f\u5668\u5b78\u7fd2\u7684\u6d41\u7a0b\uff0c\u5171\u6709\u4ee5\u4e0b7\u500b\u6b65\u9a5f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>\u6536\u96c6\u8cc7\u6599  Gathering data<\/li><li>\u6e96\u5099\u6578\u64da  Preparing that data<\/li><li>\u9078\u64c7\u6a21\u578b  Choosing a model<\/li><li>\u8a13\u7df4\u6a5f\u5668  Training<\/li><li>\u8a55\u4f30\u5206\u6790  Evaluation<\/li><li>\u8abf\u6574\u53c3\u6578  Hyperparameter tuning<\/li><li>\u9810\u6e2c\u63a8\u8ad6  Prediction<\/li><\/ol>\n\n\n\n<div style=\"height:46px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%A9%9F%E5%99%A8%E5%AD%B8%E7%BF%92%E6%87%89%E7%94%A8%E5%A0%B4%E5%9F%9F\"><\/span><strong>\u6a5f\u5668\u5b78\u7fd2\u61c9\u7528\u5834\u57df<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u6a5f\u5668\u5b78\u7fd2\u5ee3\u6cdb\u61c9\u7528\u65bc\uff1a\u8cc7\u6599\u63a2\u52d8\u3001\u5f71\u50cf\u8fa8\u8b58\u3001\u8a9e\u97f3\u8655\u7406\u3001\u8a9e\u97f3\u548c\u624b\u5beb\u8fa8\u8b58\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u3001\u751f\u7269\u7279\u5fb5\u8fa8\u8b58\u3001\u4eba\u81c9\u8fa8\u8b58\u3001\u6307\u7d0b\u8fa8\u8b58\u3001\u8eca\u724c\u8fa8\u8b58\u3001\u641c\u5c0b\u5f15\u64ce\u3001\u91ab\u5b78\u8a3a\u65b7\u3001\u91ab\u5b78\u8a3a\u65b7\u8f14\u52a9\u3001DNA\u5e8f\u5217\u6e2c\u5e8f\u3001\u6e2c\u8b0a\u3001\u6aa2\u6e2c\u4fe1\u7528\u5361\u6b3a\u8a50\u3001\u8b49\u5238\u5e02\u5834\u5206\u6790\u3001\u63a8\u85a6\u5f15\u64ce\u3001\u5929\u6c23\u9810\u6e2c\u3001\u6230\u7565\u904a\u6232\u3001\u6a5f\u5668\u4eba&#8230;\u7b49\u9818\u57df\u3002<\/p>\n\n\n\n<div style=\"height:43px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u60f3\u6210\u70ba\u722c\u87f2\u5de5\u7a0b\u5e2b \u3001\u8cc7\u6599\u5206\u6790\u5e2b 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srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-1024x576.png 1024w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-300x169.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-768x432.png 768w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-1920x1080.png 1920w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-1170x658.png 1170w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-585x329.png 585w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080.png 1921w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/a><figcaption><a href=\"https:\/\/www.tibame.com\/eventpage\/ai_datascientist\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"AI\u8cc7\u6599\u79d1\u5b78\u5bb6-\u4e09\u968e\u6bb5\u5168\u65b9\u4f4d\u5b78\u7a0b\u73ed 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href=\"https:\/\/www.facebook.com\/groups\/TiBaMe.For.Business\">\u4f01\u696d\u4eba\u624d\u6578\u4f4d\u8f49\u578bFB<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/lihi1.com\/OygGK\">\u4f01\u696dAI\u3001\u6578\u4f4d\u4eba\u624dor\u5e73\u53f0\u57f9\u8a13\u65b9\u6848\u8acb\u9ede\u9078<\/a><\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><a href=\"https:\/\/www.tibame.com\/free?utm_source=blog&amp;utm_medium=free&amp;utm_campaign=course\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-1024x922.png\" alt=\"\" class=\"wp-image-18372\" width=\"414\" height=\"372\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-1024x922.png 1024w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-300x270.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-768x691.png 768w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-1170x1053.png 1170w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a-585x527.png 585w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/04\/\u6703\u54e1\u8a3b\u518a.png 1200w\" sizes=\"(max-width: 414px) 100vw, 414px\" \/><\/a><\/figure><\/div>\n\n\n\n<p>\u53c3\u8003\u8cc7\u6599<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/zh.wikipedia.org\/wiki\/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0\">\u7dad\u57fa\u767e\u79d1\u2014\u6a5f\u5668\u5b78\u7fd2<\/a><\/li><li><a href=\"https:\/\/www.ecloudvalley.com\/zh-hant\/machine-learning\/\">\u4f0a\u96f2\u8c37&#8211;\u4e09\u5206\u9418\u4e86\u89e3\u6a5f\u5668\u5b78\u7fd2\u7684\u56db\u500b\u5b78\u7fd2\u65b9\u5f0f<\/a><\/li><li><a 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