{"id":1796,"date":"2024-05-22T19:09:34","date_gmt":"2024-05-22T11:09:34","guid":{"rendered":"https:\/\/17aitech.com\/?p=1796"},"modified":"2024-10-08T15:25:11","modified_gmt":"2024-10-08T07:25:11","slug":"%e3%80%90%e8%af%be%e7%a8%8b%e6%80%bb%e7%bb%93%e3%80%91%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e7%9a%84%e6%a0%b8%e5%bf%83%e6%a6%82%e5%bf%b5","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=1796","title":{"rendered":"\u3010\u8bfe\u7a0b\u603b\u7ed3\u3011Day1\uff1a\u4eba\u5de5\u667a\u80fd\u7684\u6838\u5fc3\u6982\u5ff5"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/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=\"Toggle Table of Content\"><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\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul 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href=\"https:\/\/17aitech.com\/?p=1796\/#%E7%AC%AC%E4%B8%89%E6%AD%A5%EF%BC%9A%E6%89%BE%E4%B8%80%E4%B8%AA%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AE%97%E6%B3%95%EF%BC%8C%E5%AE%8C%E6%88%90%E8%BE%93%E5%85%A5%E5%88%B0%E8%BE%93%E5%87%BA%E7%9A%84%E6%98%A0%E5%B0%84\" >\u7b2c\u4e09\u6b65\uff1a\u627e\u4e00\u4e2a\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u5b8c\u6210\u8f93\u5165\u5230\u8f93\u51fa\u7684\u6620\u5c04<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/17aitech.com\/?p=1796\/#%E7%AC%AC%E5%9B%9B%E6%AD%A5%EF%BC%9A%E9%83%A8%E7%BD%B2%E7%AE%97%E6%B3%95%EF%BC%8C%E5%B7%A5%E7%A8%8B%E9%9B%86%E6%88%90%E5%8D%B3%E5%8F%AF\" >\u7b2c\u56db\u6b65\uff1a\u90e8\u7f72\u7b97\u6cd5\uff0c\u5de5\u7a0b\u96c6\u6210\u5373\u53ef<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/17aitech.com\/?p=1796\/#%E7%AC%AC%E4%BA%94%E6%AD%A5%EF%BC%9A%E6%A8%A1%E5%9E%8B%E4%B8%8D%E6%96%AD%E5%9C%B0%E8%BF%AD%E4%BB%A3%E5%8D%87%E7%BA%A7\" >\u7b2c\u4e94\u6b65\uff1a\u6a21\u578b\u4e0d\u65ad\u5730\u8fed\u4ee3\u5347\u7ea7<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/17aitech.com\/?p=1796\/#%E6%A6%82%E5%BF%B5%E4%BA%8C%EF%BC%9A%E7%AE%97%E6%B3%95%E5%92%8C%E6%A8%A1%E5%9E%8B\" >\u6982\u5ff5\u4e8c\uff1a\u7b97\u6cd5\u548c\u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/17aitech.com\/?p=1796\/#%E6%A6%82%E5%BF%B5%E4%B8%89%EF%BC%9A%E4%BC%A0%E7%BB%9F%E7%AE%97%E6%B3%95_VS_%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%EF%BC%9A\" >\u6982\u5ff5\u4e09\uff1a\u4f20\u7edf\u7b97\u6cd5 VS \u4eba\u5de5\u667a\u80fd\uff1a<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/17aitech.com\/?p=1796\/#%E4%BC%A0%E7%BB%9F%E7%AE%97%E6%B3%95%EF%BC%9Arule-based_algorithm_%E5%9F%BA%E4%BA%8E%E8%A7%84%E5%88%99%E7%9A%84%E7%AE%97%E6%B3%95\" >\u4f20\u7edf\u7b97\u6cd5\uff1arule-based algorithm\u00a0 \u57fa\u4e8e\u89c4\u5219\u7684\u7b97\u6cd5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/17aitech.com\/?p=1796\/#%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E7%AE%97%E6%B3%95%EF%BC%9Adata-based_algorithm_%E5%9F%BA%E4%BA%8E%E6%95%B0%E6%8D%AE%E7%9A%84%E7%AE%97%E6%B3%95\" >\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\uff1adata-based algorithm \u57fa\u4e8e\u6570\u636e\u7684\u7b97\u6cd5<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/17aitech.com\/?p=1796\/#%E6%95%B0%E5%AD%A6%E7%9F%A5%E8%AF%86%EF%BC%9A\" >\u6570\u5b66\u77e5\u8bc6\uff1a<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E6%A6%82%E5%BF%B5%E4%B8%80%EF%BC%9A%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0Machine_Learning\"><\/span>\u6982\u5ff5\u4e00\uff1a\u673a\u5668\u5b66\u4e60(Machine Learning)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><code><code>Machine<\/code><\/code>\uff1a\u4e0d\u662f\u7269\u7406\u673a\u5668\uff0c\u53ef\u4ee5\u7406\u89e3\u4e3a\uff1a\u5e73\u53f0\u3001\u7cfb\u7edf\u3001\u8f6f\u4ef6\u3001\u4ee3\u7801<\/li>\n<li><code><code>Learning<\/code><\/code>\uff1a\u4e00\u4e2a\u5e73\u53f0\/\u7cfb\u7edf\uff0c\u7ecf\u5386\u4e86<strong>\u67d0\u4e9b\u8fc7\u7a0b<\/strong>\u4e4b\u540e\uff0c<strong>\u6027\u80fd\u6216\u80fd\u529b\u5f97\u5230\u63d0\u5347<\/strong>\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u53eb<strong>\u5b66\u4e60<\/strong>\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%9A%84%E9%A1%B9%E7%9B%AE%E6%B5%81%E7%A8%8B%EF%BC%9A\"><\/span>\u673a\u5668\u5b66\u4e60\u7684\u9879\u76ee\u6d41\u7a0b\uff1a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/image-1716377244435.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/image-1716377244435.png\" alt=\"file\" \/><\/a><\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E7%AC%AC%E4%B8%80%E6%AD%A5%EF%BC%9A%E4%BB%8E%E5%AE%8F%E8%A7%82%E8%A7%92%E5%BA%A6%E6%9D%A5%E5%88%86%E6%9E%90%E9%97%AE%E9%A2%98%EF%BC%8C%E6%90%9E%E5%AE%9A%E8%BE%93%E5%85%A5%E5%92%8C%E8%BE%93%E5%87%BA%E3%80%82\"><\/span>\u7b2c\u4e00\u6b65\uff1a\u4ece\u5b8f\u89c2\u89d2\u5ea6\u6765\u5206\u6790\u95ee\u9898\uff0c\u641e\u5b9a\u8f93\u5165\u548c\u8f93\u51fa\u3002<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u7ed3\u5408\u6211\u4eec\u5b9e\u9645\u5e94\u7528\u4e2d\u4f1a\u9047\u5230\u7684\u95ee\u9898\uff0c\u5176\u8f93\u5165\u8f93\u51fa\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\u4e2d\u82f1\u7ffb\u8bd1\u5668:<br \/>\n<blockquote>\n<ul>\n<li>\u8f93\u5165\uff1a\u4e2d\u6587<\/li>\n<li>\u8f93\u51fa\uff1a\u82f1\u6587<\/li>\n<\/ul>\n<\/blockquote>\n<\/li>\n<li>\u623f\u4ef7\u9884\u6d4b\uff1a<br \/>\n<blockquote>\n<ul>\n<li>\u8f93\u5165\uff1a\u623f\u5b50<\/li>\n<li>\u8f93\u51fa\uff1a\u4ef7\u683c<\/li>\n<\/ul>\n<\/blockquote>\n<\/li>\n<li>\u4eba\u8138\u68c0\u6d4b\uff1a<br \/>\n<blockquote>\n<ul>\n<li>\u8f93\u5165\uff1a\u56fe\u50cf<\/li>\n<li>\u8f93\u51fa\uff1a\u4eba\u8138<\/li>\n<\/ul>\n<\/blockquote>\n<\/li>\n<\/ul>\n<h4><span class=\"ez-toc-section\" id=\"%E7%AC%AC%E4%BA%8C%E6%AD%A5%EF%BC%9A%E6%8C%89%E7%85%A7%E8%BE%93%E5%85%A5%E5%92%8C%E8%BE%93%E5%87%BA%EF%BC%8C%E6%9E%84%E5%BB%BA%E6%95%B0%E6%8D%AE%E9%9B%86\"><\/span>\u7b2c\u4e8c\u6b65\uff1a\u6309\u7167\u8f93\u5165\u548c\u8f93\u51fa\uff0c\u6784\u5efa\u6570\u636e\u96c6<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u4e00\u822c\u6765\u8bf4\uff0c\u6570\u636e\u96c6\u7684\u6784\u6210\u5f62\u5f0f\uff1a<\/p>\n<blockquote>\n<ul>\n<li>\u4e00\u884c\u4e00\u4e2a\u6837\u672c\uff0c\u4e00\u5217\u4e00\u4e2a\u7279\u5f81(\u5176\u5b9e\u662f\u4e00\u4e2a\u4e8c\u7ef4\u8868)<\/li>\n<li>\u524d\u9762\u653e\u7279\u5f81(\u8f93\u5165)\uff0c\u6700\u540e\u4e00\u4e2a\u653e\u6807\u7b7e(\u8f93\u51fa)<\/li>\n<\/ul>\n<\/blockquote>\n<p>\u5907\u6ce8\uff1a\u5728\u9b54\u5854\u793e\u533a\u627e\u4e86\u4e00\u4efd<a href=\"https:\/\/modelscope.cn\/datasets\/DAMO_NLP\/yf_dianping\/file\/view\/master?fileName=dev.csv&amp;id=353&amp;status=1\">\u5927\u4f17\u70b9\u8bc4\u8bc4\u4ef7\u6570\u636e\u96c6<\/a>\uff0c\u5176\u5185\u5bb9\u5373\u4e3a\u4e00\u4e2a\u8868\u683c\uff0c\u524d\u9762\u662f\u7279\u5f81\uff0clabel\u4e3a\u6807\u7b7e\u3002<br \/>\n<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/image-1716377378188.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/image-1716377378188.png\" alt=\"file\" \/><\/a><\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E7%AC%AC%E4%B8%89%E6%AD%A5%EF%BC%9A%E6%89%BE%E4%B8%80%E4%B8%AA%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AE%97%E6%B3%95%EF%BC%8C%E5%AE%8C%E6%88%90%E8%BE%93%E5%85%A5%E5%88%B0%E8%BE%93%E5%87%BA%E7%9A%84%E6%98%A0%E5%B0%84\"><\/span>\u7b2c\u4e09\u6b65\uff1a\u627e\u4e00\u4e2a\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u5b8c\u6210\u8f93\u5165\u5230\u8f93\u51fa\u7684\u6620\u5c04<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\u4e00\u822c\u6765\u8bf4\u662f\uff0c\u5176\u672c\u8d28\u662f\u5b8c\u6210\u4ece\u8f93\u5165\u5230\u8f93\u51fa\u7684\u6620\u5c04\u3002<\/p>\n<blockquote>\n<ul>\n<li>\u9074\u9009\u4e00\u79cd\u7b97\u6cd5<\/li>\n<li>\u628a\u6570\u636e\u7ed9\u7b97\u6cd5<\/li>\n<li>\u5b8c\u6210\u7b97\u6cd5\u7684\u8bad\u7ec3<\/li>\n<li>\u6a21\u578b\u8bc4\u4f30<\/li>\n<\/ul>\n<\/blockquote>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/image-1716377569510.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/05\/image-1716377569510.png\" alt=\"file\" \/><\/a><\/p>\n<h4><span class=\"ez-toc-section\" id=\"%E7%AC%AC%E5%9B%9B%E6%AD%A5%EF%BC%9A%E9%83%A8%E7%BD%B2%E7%AE%97%E6%B3%95%EF%BC%8C%E5%B7%A5%E7%A8%8B%E9%9B%86%E6%88%90%E5%8D%B3%E5%8F%AF\"><\/span>\u7b2c\u56db\u6b65\uff1a\u90e8\u7f72\u7b97\u6cd5\uff0c\u5de5\u7a0b\u96c6\u6210\u5373\u53ef<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<h4><span class=\"ez-toc-section\" id=\"%E7%AC%AC%E4%BA%94%E6%AD%A5%EF%BC%9A%E6%A8%A1%E5%9E%8B%E4%B8%8D%E6%96%AD%E5%9C%B0%E8%BF%AD%E4%BB%A3%E5%8D%87%E7%BA%A7\"><\/span>\u7b2c\u4e94\u6b65\uff1a\u6a21\u578b\u4e0d\u65ad\u5730\u8fed\u4ee3\u5347\u7ea7<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<h2><span class=\"ez-toc-section\" id=\"%E6%A6%82%E5%BF%B5%E4%BA%8C%EF%BC%9A%E7%AE%97%E6%B3%95%E5%92%8C%E6%A8%A1%E5%9E%8B\"><\/span>\u6982\u5ff5\u4e8c\uff1a\u7b97\u6cd5\u548c\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><code><code>\u7b97\u6cd5<\/code><\/code>\uff1aAlgorithm\uff0c\u504f\u62bd\u8c61\u7684\uff0c\u8ba1\u7b97\u673a\u6267\u884c\u4e00\u4e2a\u4efb\u52a1\u65f6\uff0c\u5177\u4f53\u7684\u6267\u884c\u6b65\u9aa4\u3002<\/li>\n<li><code><code>\u6a21\u578b<\/code><\/code>\uff1amodel\uff0c\u5177\u4f53\u7684\uff0c\u628a\u7b97\u6cd5\u7528\u4ee3\u7801\u5b9e\u73b0\u51fa\u6765\uff0c\u8fd9\u5c31\u662f\u6a21\u578b<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%E6%A6%82%E5%BF%B5%E4%B8%89%EF%BC%9A%E4%BC%A0%E7%BB%9F%E7%AE%97%E6%B3%95_VS_%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%EF%BC%9A\"><\/span>\u6982\u5ff5\u4e09\uff1a\u4f20\u7edf\u7b97\u6cd5 VS \u4eba\u5de5\u667a\u80fd\uff1a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BC%A0%E7%BB%9F%E7%AE%97%E6%B3%95%EF%BC%9Arule-based_algorithm_%E5%9F%BA%E4%BA%8E%E8%A7%84%E5%88%99%E7%9A%84%E7%AE%97%E6%B3%95\"><\/span>\u4f20\u7edf\u7b97\u6cd5\uff1arule-based algorithm\u00a0 \u57fa\u4e8e\u89c4\u5219\u7684\u7b97\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre><code>* \u89c4\u5219\u662f\u4eba\u6765\u5b9a\u7684\n* \u6570\u5b66\u548c\u8ba1\u7b97\u673a\u80cc\u666f\n* \u590d\u6742\u5ea6\uff1a\u65f6\u95f4\u590d\u6742\u5ea6\u548c\u7a7a\u95f4\u590d\u6742\u5ea6\u5f88\u4f4e\uff0c\u786c\u4ef6\u8981\u6c42\u4f4e\uff0c\u6267\u884c\u901f\u5ea6\u5feb\n* \u6548\u679c\uff1a\u9c81\u68d2\u6027\u5dee\uff0c\u6cdb\u5316\u80fd\u529b\u6781\u5176\u5f31\u5c0f\uff0c\u89e3\u91ca\u6027\u597d<\/code><\/pre>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E7%AE%97%E6%B3%95%EF%BC%9Adata-based_algorithm_%E5%9F%BA%E4%BA%8E%E6%95%B0%E6%8D%AE%E7%9A%84%E7%AE%97%E6%B3%95\"><\/span>\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\uff1adata-based algorithm 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class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4eba\u5de5\u667a\u80fd\u9700\u8981\u4ee5\u4e0b\u6570\u5b66\u77e5\u8bc6\u7684\u652f\u6491\uff1a<\/p>\n<ul>\n<li><strong>\u9ad8\u7b49\u6570\u5b66<\/strong>\uff1a\u5176\u662f\u7528\u6765\u505a\u4f18\u5316\u7684\uff08\u68af\u5ea6\u4e0b\u964d\u6cd5\uff09<\/li>\n<li><strong>\u6982\u7387\u8bba\u548c\u6570\u7406\u7edf\u8ba1<\/strong>\uff1a\u505a\u5efa\u6a21\u601d\u60f3<\/li>\n<li><strong>\u7ebf\u6027\u4ee3\u6570\u548c\u77e9\u9635\u8bba<\/strong>\uff1a\u9ad8\u6027\u80fd\u79d1\u5b66\u8ba1\u7b97<\/li>\n<\/ul>\n<p align=\"center\">\u6b22\u8fce\u5173\u6ce8\u516c\u4f17\u53f7\u4ee5\u83b7\u5f97\u6700\u65b0\u7684\u6587\u7ae0\u548c\u65b0\u95fb<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/\u626b\u7801_\u641c\u7d22\u8054\u5408\u4f20\u64ad\u6837\u5f0f-\u767d\u8272\u7248.bmp\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" 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