{"id":248,"date":"2026-05-21T09:49:34","date_gmt":"2026-05-21T01:49:34","guid":{"rendered":"http:\/\/climbing.top\/index.php\/2026\/05\/21\/day04zaoke-suanfaaidecaiputongyangdeshujuweihejieguobutong\/"},"modified":"2026-05-21T09:49:34","modified_gmt":"2026-05-21T01:49:34","slug":"day04zaoke-suanfaaidecaiputongyangdeshujuweihejieguobutong","status":"publish","type":"post","link":"https:\/\/climbing.top\/index.php\/2026\/05\/21\/day04zaoke-suanfaaidecaiputongyangdeshujuweihejieguobutong\/","title":{"rendered":"Day04\u2014\u2014\u65e9\u8bfe \u7b97\u6cd5\uff1aAI\u7684\u83dc\u8c31\uff01\u540c\u6837\u7684\u6570\u636e\u4e3a\u4f55\u7ed3\u679c\u4e0d\u540c"},"content":{"rendered":"<hr>\n<h2>\u7cfb\u5217\u6559\u7a0b\u8bf4\u660e<\/h2>\n<p>\u8fd9\u662f\u300cAI\u4e13\u5bb6\u517b\u6210\u8ba1\u5212\u300d\u7cfb\u5217\u6559\u7a0b\u7684\u7b2c7\u7bc7\uff0c\u5171140\u7bc7\u3002<\/p>\n<p>\u672c\u7cfb\u5217\u4e13\u4e3a\u96f6\u57fa\u7840\u5b66\u4e60\u8005\u8bbe\u8ba1\uff0c\u4ece\u6700\u7b80\u5355\u7684\u6982\u5ff5\u5f00\u59cb\uff0c\u9010\u6b65\u6df1\u5165\u5230AI\u5f00\u53d1\u5b9e\u6218\u3002\u6bcf\u59292\u7bc7\uff0c\u65e9\u4e0a\u7406\u8bba\u8bb2\u900f\uff0c\u665a\u4e0a\u52a8\u624b\u5b9e\u8df5\uff0c\u575a\u630170\u5929\uff0c\u4f60\u5c31\u80fd\u4eceAI\u5c0f\u767d\u53d8\u6210AI\u4e13\u5bb6\u3002<\/p>\n<p>\u9002\u5408\u4eba\u7fa4\uff1a\u5bf9AI\u611f\u5174\u8da3\u4f46\u4e0d\u77e5\u9053\u4ece\u54ea\u5f00\u59cb\u7684\u4efb\u4f55\u4eba\u3002<\/p>\n<p><!--more--><\/p>\n<hr>\n<h2>\u4e0a\u7bc7\u56de\u987e<\/h2>\n<p>\u6628\u5929\u665a\u4e0a\uff0c\u6211\u4eec\u7528\u767e\u5ea6\u98de\u6868EasyDL\u5e73\u53f0\uff0c\u7528\u624b\u673a\u7167\u7247\u8bad\u7ec3\u4e86\u4e00\u4e2aAI\u56fe\u50cf\u5206\u7c7b\u5668\u3002<\/p>\n<p>\u4e09\u4e2a\u6838\u5fc3\u8981\u70b9\uff1a<\/p>\n<ol>\n<li><strong>\u96f6\u4ee3\u7801\u4e5f\u80fd\u8badAI<\/strong>\u2014\u2014EasyDL\u8ba9\u4f60\u4e0a\u4f20\u7167\u7247\u3001\u6253\u6807\u7b7e\u3001\u70b9&#8221;\u8bad\u7ec3&#8221;\u6309\u94ae\u5c31\u80fd\u5f97\u5230AI\u6a21\u578b\uff0c\u5168\u7a0b\u4e0d\u9700\u8981\u5199\u4e00\u884c\u4ee3\u7801<\/li>\n<\/ol>\n<ol>\n<li><strong>\u6570\u636e\u8d28\u91cf\u51b3\u5b9aAI\u6548\u679c<\/strong>\u2014\u2014\u591a\u89d2\u5ea6\u3001\u591a\u80cc\u666f\u3001\u591a\u5149\u7ebf\u62cd\u6444\uff0c\u6bcf\u4e2a\u7c7b\u522b15-20\u5f20\u7167\u7247\uff0cAI\u624d\u80fd\u5b66\u5f97&#8221;\u6cdb\u5316&#8221;<\/li>\n<\/ol>\n<ol>\n<li><strong>AI\u8bad\u7ec3\u672c\u8d28\u662f&#8221;\u5582\u6570\u636e&#8221;\u7684\u8fc7\u7a0b<\/strong>\u2014\u2014\u4e0a\u4f20\u7167\u7247\u2192\u6253\u6807\u7b7e\u2192\u8bad\u7ec3\u2192\u6d4b\u8bd5\u2192\u5bfc\u51fa\uff0cAI\u4ece\u5927\u91cf\u6837\u672c\u4e2d\u81ea\u52a8\u63d0\u53d6\u89c4\u5f8b<\/li>\n<\/ol>\n<hr>\n<p>\u597d\uff0c\u6628\u5929\u4f60\u4eb2\u624b\u8bad\u4e86\u4e00\u4e2aAI\u3002<\/p>\n<p>\u4f46\u4f60\u6709\u6ca1\u6709\u60f3\u8fc7\u4e00\u4e2a\u95ee\u9898\uff1a<\/p>\n<p><strong>\u540c\u6837\u7684\u7167\u7247\u6570\u636e\uff0c\u6362\u4e00\u79cd\u8bad\u7ec3\u65b9\u6cd5\uff0c\u7ed3\u679c\u4f1a\u4e00\u6837\u5417\uff1f<\/strong><\/p>\n<p>\u7b54\u6848\u662f\uff1a\u5b8c\u5168\u4e0d\u4e00\u6837\u3002<\/p>\n<p>\u8fd9\u5c31\u5f15\u51fa\u4e86\u4eca\u5929\u7684\u4e3b\u9898\u2014\u2014<strong>\u7b97\u6cd5<\/strong>\u3002<\/p>\n<hr>\n<h2>\u4e00\u3001\u5148\u804a\u4e2a\u53a8\u623f\u7684\u6545\u4e8b<\/h2>\n<p>\u5047\u8bbe\u4f60\u548c\u670b\u53cb\u540c\u65f6\u62ff\u5230\u4e00\u6a21\u4e00\u6837\u7684\u98df\u6750\uff1a\u9e21\u86cb\u3001\u897f\u7ea2\u67ff\u3001\u8471\u3001\u76d0\u3001\u6cb9\u3002<\/p>\n<p>\u4f60\u505a\u4e86\u897f\u7ea2\u67ff\u7092\u9e21\u86cb\uff0c\u670b\u53cb\u505a\u4e86\u897f\u7ea2\u67ff\u86cb\u82b1\u6c64\u3002<\/p>\n<p>\u98df\u6750\u76f8\u540c\uff0c\u83dc\u4e0d\u540c\u3002<\/p>\n<p>\u4e3a\u4ec0\u4e48\uff1f\u56e0\u4e3a<strong>\u83dc\u8c31\u4e0d\u540c<\/strong>\u3002<\/p>\n<p>\u5728AI\u7684\u4e16\u754c\u91cc\uff1a<\/p>\n<ul>\n<li><strong>\u98df\u6750 = \u6570\u636e<\/strong>\uff08\u6211\u4eec\u6628\u5929\u5b66\u7684\uff09<\/li>\n<li><strong>\u83dc\u8c31 = \u7b97\u6cd5<\/strong>\uff08\u4eca\u5929\u8981\u5b66\u7684\uff09<\/li>\n<li><strong>\u505a\u51fa\u6765\u7684\u83dc = \u6a21\u578b<\/strong>\uff08\u660e\u5929\u4f1a\u8bb2\uff09<\/li>\n<\/ul>\n<p>\u8fd9\u4e09\u6837\u4e1c\u897f\uff0c\u662fAI\u7684\u4e09\u5927\u57fa\u77f3\u3002\u5c11\u4e86\u4efb\u4f55\u4e00\u4e2a\uff0cAI\u90fd\u8dd1\u4e0d\u8d77\u6765\u3002<\/p>\n<hr>\n<h2>\u4e8c\u3001\u7b97\u6cd5\u5230\u5e95\u662f\u4ec0\u4e48\uff1f<\/h2>\n<p>\u7528\u6700\u7b80\u5355\u7684\u8bdd\u8bf4\uff1a<\/p>\n<p><strong>\u7b97\u6cd5\u5c31\u662f\u89e3\u51b3\u95ee\u9898\u7684\u6b65\u9aa4\u3002<\/strong><\/p>\n<p>\u4f60\u6bcf\u5929\u90fd\u5728\u7528\u7b97\u6cd5\uff0c\u53ea\u662f\u6ca1\u610f\u8bc6\u5230\u800c\u5df2\u3002<\/p>\n<h3>\u4f8b\u5b501\uff1a\u627e\u94a5\u5319<\/h3>\n<p>\u4f60\u51fa\u95e8\u524d\u627e\u94a5\u5319\uff0c\u4f60\u7684&#8221;\u7b97\u6cd5&#8221;\u53ef\u80fd\u662f\uff1a<\/p>\n<ol>\n<li>\u5148\u770b\u7384\u5173\u7684\u94a5\u5319\u6302\u94a9<\/li>\n<li>\u6ca1\u6709\uff1f\u7ffb\u7ffb\u6628\u5929\u7a7f\u7684\u88e4\u5b50\u53e3\u888b<\/li>\n<li>\u8fd8\u6ca1\u6709\uff1f\u770b\u770b\u684c\u4e0a\u3001\u6c99\u53d1\u4e0a<\/li>\n<li>\u627e\u5230\u4e86\u2192\u51fa\u95e8\uff1b\u627e\u4e0d\u5230\u2192\u6253\u7535\u8bdd\u7ed9\u5ba4\u53cb<\/li>\n<\/ol>\n<p>\u8fd9\u5c31\u662f\u4e00\u4e2a<strong>\u641c\u7d22\u7b97\u6cd5<\/strong>\u2014\u2014\u6309\u4f18\u5148\u7ea7\u9010\u4e2a\u4f4d\u7f6e\u67e5\u627e\u3002<\/p>\n<h3>\u4f8b\u5b502\uff1a\u6574\u7406\u4e66\u67b6<\/h3>\n<p>\u4f60\u6709\u4e00\u5806\u4e66\u8981\u6309\u5b57\u6bcd\u987a\u5e8f\u6392\u5217\uff0c\u4f60\u7684&#8221;\u7b97\u6cd5&#8221;\u53ef\u80fd\u662f\uff1a<\/p>\n<ol>\n<li>\u62ff\u8d77\u7b2c\u4e00\u672c\u4e66<\/li>\n<li>\u8ddf\u540e\u9762\u7684\u4e66\u6bd4\u8f83\uff0c\u5982\u679c\u987a\u5e8f\u4e0d\u5bf9\u5c31\u4ea4\u6362\u4f4d\u7f6e<\/li>\n<li>\u91cd\u590d\u8fd9\u4e2a\u8fc7\u7a0b\uff0c\u76f4\u5230\u6240\u6709\u4e66\u90fd\u6392\u597d<\/li>\n<\/ol>\n<p>\u8fd9\u5c31\u662f<strong>\u5192\u6ce1\u6392\u5e8f\u7b97\u6cd5<\/strong>\u2014\u2014\u867d\u7136\u6548\u7387\u4e0d\u9ad8\uff0c\u4f46\u786e\u5b9e\u80fd\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n<h3>\u4f8b\u5b503\uff1a\u731c\u6570\u5b57<\/h3>\n<p>\u670b\u53cb\u8ba9\u4f60\u731c1\u5230100\u4e4b\u95f4\u7684\u6570\u5b57\uff0c\u4f60\u7684\u7b56\u7565\u53ef\u80fd\u662f\uff1a<\/p>\n<ul>\n<li>\u7b56\u7565A\uff1a\u4ece1\u5f00\u59cb\u4e00\u4e2a\u4e00\u4e2a\u731c\uff081, 2, 3, 4&#8230;\uff09\u2192 \u6700\u574f\u731c100\u6b21<\/li>\n<li>\u7b56\u7565B\uff1a\u5148\u731c50\uff0c\u5927\u4e86\u731c25\uff0c\u5c0f\u4e86\u731c75 \u2192 \u6700\u574f\u731c7\u6b21<\/li>\n<\/ul>\n<p>\u4e24\u79cd\u7b56\u7565\u90fd\u80fd\u627e\u5230\u7b54\u6848\uff0c\u4f46<strong>\u6548\u7387\u5929\u5dee\u5730\u522b<\/strong>\u3002<\/p>\n<p>\u8fd9\u5c31\u662f\u7b97\u6cd5\u7684\u6838\u5fc3\uff1a<strong>\u540c\u6837\u7684\u95ee\u9898\uff0c\u4e0d\u540c\u7684\u89e3\u6cd5\uff0c\u6548\u7387\u53ef\u80fd\u5dee\u5343\u500d\u4e07\u500d<\/strong>\u3002<\/p>\n<hr>\n<h2>\u4e09\u3001AI\u91cc\u7684\u7b97\u6cd5\uff0c\u8ddf\u65e5\u5e38\u6709\u4ec0\u4e48\u4e0d\u540c\uff1f<\/h2>\n<p>\u65e5\u5e38\u7b97\u6cd5\u662f\u4f60\u624b\u52a8\u8bbe\u8ba1\u7684\u6b65\u9aa4\uff0cAI\u7684\u7b97\u6cd5\u662f<strong>\u8ba9\u673a\u5668\u81ea\u5df1\u4ece\u6570\u636e\u4e2d&#8221;\u5b66&#8221;\u51fa\u6b65\u9aa4<\/strong>\u3002<\/p>\n<p>\u8fd9\u4e2a\u533a\u522b\u975e\u5e38\u91cd\u8981\uff0c\u6211\u518d\u7528\u53a8\u623f\u6765\u7c7b\u6bd4\uff1a<\/p>\n<h3>\u4f20\u7edf\u7f16\u7a0b\uff08\u4f60\u5199\u83dc\u8c31\uff09<\/h3>\n<p><code>`<\/code><\/p>\n<p>\u5982\u679c\u9e21\u86cb\u989c\u8272\u662f\u7ea2\u8272\uff1a<\/p>\n<p>    \u8fd9\u662f\u897f\u7ea2\u67ff<\/p>\n<p>\u5982\u679c\u9e21\u86cb\u989c\u8272\u662f\u767d\u8272\uff1a<\/p>\n<p>    \u8fd9\u662f\u9e21\u86cb<\/p>\n<p><code>`<\/code><\/p>\n<p>\u4f60\u5f97<strong>\u81ea\u5df1\u544a\u8bc9\u673a\u5668\u6bcf\u4e00\u6b65\u600e\u4e48\u505a<\/strong>\u3002\u89c4\u5219\u662f\u4f60\u5199\u7684\uff0c\u673a\u5668\u53ea\u662f\u6267\u884c\u3002<\/p>\n<h3>AI\/\u673a\u5668\u5b66\u4e60\uff08\u673a\u5668\u81ea\u5df1\u5b66\u83dc\u8c31\uff09<\/h3>\n<p><code>`<\/code><\/p>\n<p>\u7ed9\u673a\u5668\u770b1000\u5f20\u897f\u7ea2\u67ff\u7684\u7167\u7247\u548c1000\u5f20\u9e21\u86cb\u7684\u7167\u7247<\/p>\n<p>\u2192 \u673a\u5668\u81ea\u5df1\u603b\u7ed3\u51fa\u89c4\u5f8b<\/p>\n<p>\u2192 &#8220;\u54e6\uff0c\u7ea2\u8272\u7684\u5706\u7684\u662f\u897f\u7ea2\u67ff\uff0c\u767d\u8272\u692d\u5706\u7684\u662f\u9e21\u86cb&#8221;<\/p>\n<p><code>`<\/code><\/p>\n<p>\u4f60<strong>\u4e0d\u544a\u8bc9\u673a\u5668\u89c4\u5219<\/strong>\uff0c\u53ea\u7ed9\u5b83\u6570\u636e\uff0c\u8ba9\u5b83\u81ea\u5df1\u627e\u89c4\u5f8b\u3002<\/p>\n<p>\u8fd9\u5c31\u662f&#8221;\u673a\u5668\u5b66\u4e60&#8221;\u8fd9\u4e2a\u540d\u5b57\u7684\u7531\u6765\u2014\u2014<strong>\u673a\u5668\u81ea\u5df1\u5b66\u4e60<\/strong>\u3002<\/p>\n<hr>\n<h2>\u56db\u3001\u51e0\u79cd\u7ecf\u5178\u7684AI\u7b97\u6cd5<\/h2>\n<p>\u522b\u88ab\u540d\u5b57\u5413\u5230\uff0c\u6211\u7528\u751f\u6d3b\u4f8b\u5b50\u6765\u89e3\u91ca\u6bcf\u4e00\u4e2a\u3002<\/p>\n<h3>1. \u7ebf\u6027\u56de\u5f52\u2014\u2014\u753b\u4e00\u6761\u8d8b\u52bf\u7ebf<\/h3>\n<p><strong>\u751f\u6d3b\u573a\u666f<\/strong>\uff1a\u4f60\u53d1\u73b0\u516c\u53f8\u9500\u552e\u989d\u6bcf\u4e2a\u6708\u90fd\u5728\u6da8\uff0c\u4f60\u60f3\u9884\u6d4b\u4e0b\u4e2a\u6708\u80fd\u5356\u591a\u5c11\u3002<\/p>\n<p>\u4f60\u628a\u8fc7\u53bb12\u4e2a\u6708\u7684\u6570\u636e\u753b\u5728\u56fe\u4e0a\uff0c\u7136\u540e<strong>\u753b\u4e00\u6761\u76f4\u7ebf<\/strong>\uff0c\u8ba9\u5b83\u5c3d\u91cf\u8d34\u8fd1\u6240\u6709\u6570\u636e\u70b9\u3002<\/p>\n<p>\u8fd9\u6761\u76f4\u7ebf\u5c31\u662f\u7ebf\u6027\u56de\u5f52\u7684\u7ed3\u679c\u3002<\/p>\n<p>\u5ef6\u4f38\u8fd9\u6761\u7ebf\uff0c\u5c31\u80fd\u9884\u6d4b\u672a\u6765\u7684\u8d8b\u52bf\u3002<\/p>\n<blockquote>\n<p>\u8fd0\u7ef4\u7c7b\u6bd4\uff1a\u8fd9\u5c31\u50cf\u770b\u670d\u52a1\u5668\u8d1f\u8f7d\u7684\u5468\u8d8b\u52bf\u56fe\u2014\u2014\u8d1f\u8f7d\u6bcf\u5468\u4e00\u9ad8\u3001\u5468\u672b\u4f4e\uff0c\u4f60\u753b\u6761\u7ebf\u5c31\u80fd\u9884\u6d4b\u4e0b\u5468\u7684\u5cf0\u503c\u3002<\/p>\n<\/blockquote>\n<h3>2. \u51b3\u7b56\u6811\u2014\u201420\u4e2a\u95ee\u9898\u6e38\u620f<\/h3>\n<p><strong>\u751f\u6d3b\u573a\u666f<\/strong>\uff1a\u4f60\u5728\u7f51\u4e0a\u4e70\u624b\u673a\uff0c\u5ba2\u670d\u95ee\u4f60\uff1a<\/p>\n<ul>\n<li>\u9884\u7b97\u591a\u5c11\uff1f\u2192 3000\u4ee5\u4e0b<\/li>\n<li>\u8981\u62cd\u7167\u597d\u7684\u8fd8\u662f\u6027\u80fd\u5f3a\u7684\uff1f\u2192 \u62cd\u7167\u597d<\/li>\n<li>\u8981\u5927\u5c4f\u8fd8\u662f\u5c0f\u5c4f\uff1f\u2192 \u5927\u5c4f<\/li>\n<li>\u63a8\u8350\uff1a\u8fd9\u6b3eRedmi Note\u7cfb\u5217<\/li>\n<\/ul>\n<p>\u8fd9\u5c31\u662f\u51b3\u7b56\u6811\u2014\u2014<strong>\u901a\u8fc7\u4e00\u8fde\u4e32\u662f\/\u5426\u7684\u95ee\u9898\uff0c\u9010\u6b65\u7f29\u5c0f\u8303\u56f4\uff0c\u5f97\u51fa\u7ed3\u8bba<\/strong>\u3002<\/p>\n<p>AI\u7684\u51b3\u7b56\u6811\u7b97\u6cd5\u505a\u7684\u4e8b\u60c5\u5b8c\u5168\u4e00\u6837\uff0c\u53ea\u4e0d\u8fc7\u5b83\u80fd\u5904\u7406\u7684\u95ee\u9898\u590d\u6742\u5f97\u591a\uff0c\u95ee\u7684\u95ee\u9898\u4e5f\u53ef\u80fd\u6709\u51e0\u767e\u4e2a\u3002<\/p>\n<h3>3. K\u8fd1\u90bb\u2014\u2014\u7269\u4ee5\u7c7b\u805a<\/h3>\n<p><strong>\u751f\u6d3b\u573a\u666f<\/strong>\uff1a\u4f60\u642c\u5230\u4e00\u4e2a\u65b0\u5c0f\u533a\uff0c\u60f3\u77e5\u9053\u9644\u8fd1\u54ea\u5bb6\u9910\u9986\u597d\u5403\u3002<\/p>\n<p>\u4f60\u95ee\u4e865\u4e2a\u90bb\u5c45\uff0c3\u4e2a\u8bf4&#8221;A\u9910\u9986\u597d&#8221;\uff0c2\u4e2a\u8bf4&#8221;B\u9910\u9986\u597d&#8221;\u3002<\/p>\n<p>\u4f60\u9009\u4e86A\u9910\u9986\u2014\u2014\u56e0\u4e3a<strong>\u591a\u6570\u4eba\u7684\u9009\u62e9<\/strong>\u66f4\u53ef\u9760\u3002<\/p>\n<p>K\u8fd1\u90bb\u7b97\u6cd5\u7684\u601d\u8def\u5b8c\u5168\u4e00\u6837\uff1a\u770b\u4e00\u4e2a\u65b0\u6570\u636e\u70b9<strong>\u5468\u56f4\u6700\u8fd1\u7684K\u4e2a\u90bb\u5c45<\/strong>\uff0c\u591a\u6570\u5c5e\u4e8e\u54ea\u7c7b\uff0c\u5b83\u5c31\u5c5e\u4e8e\u54ea\u7c7b\u3002<\/p>\n<h3>4. \u795e\u7ecf\u7f51\u7edc\u2014\u2014\u6a21\u4eff\u5927\u8111<\/h3>\n<p><strong>\u751f\u6d3b\u573a\u666f<\/strong>\uff1a\u4f60\u6559\u5c0f\u670b\u53cb\u8ba4\u732b\u3002<\/p>\n<p>\u4e00\u5f00\u59cb\u4ed6\u5206\u4e0d\u6e05\u732b\u548c\u72d7\uff0c\u4f60\u7ed9\u4ed6\u770b100\u53ea\u732b\u548c100\u53ea\u72d7\uff0c\u6bcf\u6b21\u544a\u8bc9\u4ed6\u5bf9\u9519\u3002<\/p>\n<p>\u6162\u6162\u5730\uff0c\u4ed6\u5b66\u4f1a\u4e86\uff1a&#8221;\u5c16\u8033\u6735\u3001\u7ec6\u957f\u77b3\u5b54\u3001\u4f1a\u547c\u565c\u7684\u662f\u732b&#8221;\u3002<\/p>\n<p>\u795e\u7ecf\u7f51\u7edc\u6a21\u4eff\u7684\u5c31\u662f\u8fd9\u4e2a\u8fc7\u7a0b\u2014\u2014<strong>\u5c42\u5c42\u62bd\u8c61\uff0c\u4ece\u7b80\u5355\u7279\u5f81\u7ec4\u5408\u51fa\u590d\u6742\u5224\u65ad<\/strong>\u3002<\/p>\n<p>\u8fd9\u662f\u76ee\u524d\u6700\u706b\u7684AI\u7b97\u6cd5\uff0cChatGPT\u3001\u56fe\u50cf\u8bc6\u522b\u3001\u81ea\u52a8\u9a7e\u9a76\u80cc\u540e\u90fd\u662f\u5b83\u3002<\/p>\n<hr>\n<h2>\u4e94\u3001\u540c\u6837\u7684\u6570\u636e\uff0c\u4e3a\u4ec0\u4e48\u4e0d\u540c\u7b97\u6cd5\u7ed3\u679c\u4e0d\u540c\uff1f<\/h2>\n<p>\u8fd9\u662f\u4eca\u5929\u6700\u91cd\u8981\u7684\u95ee\u9898\u3002<\/p>\n<p>\u6211\u7528\u4e00\u4e2a\u5177\u4f53\u4f8b\u5b50\u6765\u8bf4\u660e\u3002<\/p>\n<p>\u5047\u8bbe\u4f60\u6709\u4e00\u7ec4\u6570\u636e\uff1a1000\u4e2a\u4eba\u7684\u8eab\u9ad8\u548c\u4f53\u91cd\uff0c\u4f60\u60f3\u9884\u6d4b\u4e00\u4e2a\u4eba\u662f\u5426\u504f\u80d6\u3002<\/p>\n<h3>\u7b97\u6cd5A\uff1a\u7ebf\u6027\u56de\u5f52<\/h3>\n<p>\u5b83\u4f1a\u753b\u4e00\u6761\u76f4\u7ebf\u6765\u5206\u5272&#8221;\u80d6&#8221;\u548c&#8221;\u4e0d\u80d6&#8221;\u7684\u533a\u57df\u3002<\/p>\n<p>\u4f18\u70b9\uff1a\u7b80\u5355\u3001\u5feb\u901f\u3001\u5bb9\u6613\u7406\u89e3\u3002<\/p>\n<p>\u7f3a\u70b9\uff1a\u5982\u679c&#8221;\u80d6&#8221;\u548c&#8221;\u4e0d\u80d6&#8221;\u7684\u8fb9\u754c\u4e0d\u662f\u76f4\u7ebf\uff08\u6bd4\u5982\u808c\u8089\u578b\u7684\u4eba\u4f53\u91cd\u91cd\u4f46\u4e0d\u80d6\uff09\uff0c\u5b83\u5c31\u641e\u4e0d\u5b9a\u3002<\/p>\n<h3>\u7b97\u6cd5B\uff1a\u51b3\u7b56\u6811<\/h3>\n<p>\u5b83\u4f1a\u95ee\u4e00\u7cfb\u5217\u95ee\u9898\uff1a&#8221;\u8eab\u9ad8\u8d85\u8fc7170\u5417\uff1f&#8221;\u2192&#8221;\u4f53\u91cd\u8d85\u8fc780\u5417\uff1f&#8221;\u2192&#8221;BMI\u8d85\u8fc725\u5417\uff1f&#8221;<\/p>\n<p>\u4f18\u70b9\uff1a\u89c4\u5219\u6e05\u6670\uff0c\u53ef\u4ee5\u89e3\u91ca\u4e3a\u4ec0\u4e48\u505a\u51fa\u8fd9\u4e2a\u5224\u65ad\u3002<\/p>\n<p>\u7f3a\u70b9\uff1a\u5bb9\u6613&#8221;\u6b7b\u8bb0\u786c\u80cc&#8221;\u8bad\u7ec3\u6570\u636e\uff0c\u5bf9\u65b0\u6570\u636e\u8868\u73b0\u4e0d\u597d\u3002<\/p>\n<h3>\u7b97\u6cd5C\uff1a\u795e\u7ecf\u7f51\u7edc<\/h3>\n<p>\u5b83\u4f1a\u81ea\u52a8\u5b66\u4e60\u8eab\u9ad8\u548c\u4f53\u91cd\u4e4b\u95f4\u7684\u590d\u6742\u975e\u7ebf\u6027\u5173\u7cfb\u3002<\/p>\n<p>\u4f18\u70b9\uff1a\u80fd\u5904\u7406\u975e\u5e38\u590d\u6742\u7684\u6a21\u5f0f\uff0c\u51c6\u786e\u7387\u901a\u5e38\u6700\u9ad8\u3002<\/p>\n<p>\u7f3a\u70b9\uff1a\u9700\u8981\u5927\u91cf\u6570\u636e\uff0c\u8bad\u7ec3\u6162\uff0c\u800c\u4e14&#8221;\u9ed1\u7bb1&#8221;\u2014\u2014\u4f60\u5f88\u96be\u89e3\u91ca\u5b83\u4e3a\u4ec0\u4e48\u505a\u51fa\u8fd9\u4e2a\u5224\u65ad\u3002<\/p>\n<h3>\u5bf9\u6bd4\u603b\u7ed3<\/h3>\n<table>\n<tr>\n<th>\u7ef4\u5ea6<\/th>\n<th>\u7ebf\u6027\u56de\u5f52<\/th>\n<th>\u51b3\u7b56\u6811<\/th>\n<th>\u795e\u7ecf\u7f51\u7edc<\/th>\n<\/tr>\n<\/table>\n<p>|&#8212;&#8212;|&#8212;&#8212;&#8212;-|&#8212;&#8212;&#8211;|&#8212;&#8212;&#8212;-|<\/p>\n<table>\n<tr>\n<th>\u51c6\u786e\u7387<\/th>\n<th>\u4e2d\u7b49<\/th>\n<th>\u4e2d\u7b49\u504f\u4e0a<\/th>\n<th>\u901a\u5e38\u6700\u9ad8<\/th>\n<\/tr>\n<tr>\n<td>\u53ef\u89e3\u91ca\u6027<\/td>\n<td>\u9ad8<\/td>\n<td>\u5f88\u9ad8<\/td>\n<td>\u4f4e\uff08\u9ed1\u7bb1\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u9700\u6c42<\/td>\n<td>\u5c11<\/td>\n<td>\u4e2d\u7b49<\/td>\n<td>\u5927\u91cf<\/td>\n<\/tr>\n<tr>\n<td>\u8bad\u7ec3\u901f\u5ea6<\/td>\n<td>\u5feb<\/td>\n<td>\u5feb<\/td>\n<td>\u6162<\/td>\n<\/tr>\n<tr>\n<td>\u9002\u7528\u573a\u666f<\/td>\n<td>\u7ebf\u6027\u5173\u7cfb<\/td>\n<td>\u89c4\u5219\u660e\u786e<\/td>\n<td>\u590d\u6742\u6a21\u5f0f<\/td>\n<\/tr>\n<\/table>\n<p><strong>\u6ca1\u6709&#8221;\u6700\u597d\u7684&#8221;\u7b97\u6cd5\uff0c\u53ea\u6709&#8221;\u6700\u9002\u5408\u7684&#8221;\u7b97\u6cd5\u3002<\/strong><\/p>\n<p>\u5c31\u50cf\u4f60\u4e0d\u4f1a\u7528\u5fae\u6ce2\u7089\u6765\u7092\u83dc\uff0c\u4e5f\u4e0d\u4f1a\u7528\u7092\u9505\u6765\u70ed\u725b\u5976\u2014\u2014\u6bcf\u79cd\u53a8\u5177\u90fd\u6709\u81ea\u5df1\u7684\u6700\u4f73\u573a\u666f\u3002<\/p>\n<hr>\n<h2>\u516d\u3001\u7b97\u6cd5\u9009\u62e9\u7684&#8221;\u8fd0\u7ef4\u601d\u7ef4&#8221;<\/h2>\n<p>\u5982\u679c\u4f60\u662f\u8fd0\u7ef4\uff0c\u9009\u7b97\u6cd5\u5c31\u50cf\u9009\u76d1\u63a7\u5de5\u5177\uff1a<\/p>\n<ul>\n<li>\u8981\u770b\u8d8b\u52bf\uff08CPU\u4f7f\u7528\u7387\u53d8\u5316\uff09\u2192 \u7528\u65f6\u5e8f\u6570\u636e\u5e93\uff08InfluxDB\uff09<\/li>\n<li>\u8981\u770b\u65e5\u5fd7\uff08\u9519\u8bef\u6392\u67e5\uff09\u2192 \u7528ELK Stack<\/li>\n<li>\u8981\u770b\u94fe\u8def\uff08\u5fae\u670d\u52a1\u8c03\u7528\uff09\u2192 \u7528Jaeger\/Zipkin<\/li>\n<\/ul>\n<p>\u4f60\u4e0d\u4f1a\u7528ELK\u6765\u505a\u65f6\u5e8f\u76d1\u63a7\uff0c\u4e5f\u4e0d\u4f1a\u7528InfluxDB\u6765\u67e5\u65e5\u5fd7\u3002<\/p>\n<p><strong>\u9009\u5bf9\u5de5\u5177\u6bd4\u4f18\u5316\u5de5\u5177\u66f4\u91cd\u8981\u3002<\/strong><\/p>\n<p>AI\u7b97\u6cd5\u9009\u62e9\u4e5f\u662f\u4e00\u6837\u7684\u9053\u7406\uff1a<\/p>\n<ul>\n<li>\u6570\u636e\u5c11\u3001\u9700\u8981\u53ef\u89e3\u91ca \u2192 \u51b3\u7b56\u6811\/\u903b\u8f91\u56de\u5f52<\/li>\n<li>\u6570\u636e\u591a\u3001\u8ffd\u6c42\u51c6\u786e\u7387 \u2192 \u795e\u7ecf\u7f51\u7edc<\/li>\n<li>\u9700\u8981\u5b9e\u65f6\u9884\u6d4b\u3001\u8d44\u6e90\u6709\u9650 \u2192 \u8f7b\u91cf\u7ea7\u7b97\u6cd5\uff08KNN\u3001\u6734\u7d20\u8d1d\u53f6\u65af\uff09<\/li>\n<li>\u6570\u636e\u6709\u65f6\u95f4\u5e8f\u5217\u7279\u5f81 \u2192 RNN\/LSTM<\/li>\n<\/ul>\n<hr>\n<h2>\u4e03\u3001\u7b97\u6cd5\u7684&#8221;\u597d\u574f&#8221;\u600e\u4e48\u8861\u91cf\uff1f<\/h2>\n<p>\u4f60\u53ef\u80fd\u4f1a\u95ee\uff1a\u6211\u600e\u4e48\u77e5\u9053\u4e00\u4e2a\u7b97\u6cd5\u5728\u8fd9\u4e2a\u95ee\u9898\u4e0a\u8868\u73b0\u597d\u4e0d\u597d\uff1f<\/p>\n<p>AI\u7528\u51e0\u4e2a\u6307\u6807\u6765\u8861\u91cf\uff1a<\/p>\n<h3>\u51c6\u786e\u7387\uff08Accuracy\uff09<\/h3>\n<p>100\u4e2a\u9884\u6d4b\u91cc\uff0c\u591a\u5c11\u4e2a\u662f\u5bf9\u7684\uff1f<\/p>\n<p>90%\u51c6\u786e\u7387 = 100\u4e2a\u91cc\u670990\u4e2a\u9884\u6d4b\u6b63\u786e\u3002<\/p>\n<h3>\u7cbe\u786e\u7387\uff08Precision\uff09<\/h3>\n<p>\u5728AI\u8bf4&#8221;\u662f&#8221;\u7684\u9884\u6d4b\u91cc\uff0c\u6709\u591a\u5c11\u771f\u7684\u662f&#8221;\u662f&#8221;\uff1f<\/p>\n<p>\u6bd4\u5982AI\u8bf4&#8221;\u8fd910\u5c01\u662f\u5783\u573e\u90ae\u4ef6&#8221;\uff0c\u5176\u4e2d8\u5c01\u786e\u5b9e\u662f\u5783\u573e \u2192 \u7cbe\u786e\u738780%\u3002<\/p>\n<h3>\u53ec\u56de\u7387\uff08Recall\uff09<\/h3>\n<p>\u5728\u6240\u6709\u771f\u6b63\u7684&#8221;\u662f&#8221;\u91cc\uff0cAI\u627e\u5230\u4e86\u591a\u5c11\uff1f<\/p>\n<p>\u6bd4\u5982\u5b9e\u9645\u6709100\u5c01\u5783\u573e\u90ae\u4ef6\uff0cAI\u53ea\u627e\u5230\u4e8680\u5c01 \u2192 \u53ec\u56de\u738780%\u3002<\/p>\n<h3>\u8fd0\u7ef4\u7c7b\u6bd4<\/h3>\n<p>\u8fd9\u5c31\u50cf\u76d1\u63a7\u544a\u8b66\uff1a<\/p>\n<ul>\n<li><strong>\u51c6\u786e\u7387<\/strong> = \u6240\u6709\u5224\u65ad\u4e2d\u6b63\u786e\u7684\u6bd4\u4f8b<\/li>\n<li><strong>\u7cbe\u786e\u7387<\/strong> = \u544a\u8b66\u4e2d\u771f\u6b63\u662f\u95ee\u9898\u7684\u6bd4\u4f8b\uff08\u522b\u8001\u8bef\u62a5\uff09<\/li>\n<li><strong>\u53ec\u56de\u7387<\/strong> = \u771f\u6b63\u95ee\u9898\u4e2d\u88ab\u53d1\u73b0\u7684\u6bd4\u4f8b\uff08\u522b\u6f0f\u62a5\uff09<\/li>\n<\/ul>\n<p>\u4f60\u80af\u5b9a\u4e0d\u60f3\u8981\u4e00\u4e2a\u7cbe\u786e\u7387100%\u4f46\u53ec\u56de\u7387\u53ea\u670910%\u7684\u76d1\u63a7\u2014\u2014\u90a3\u610f\u5473\u7740\u5b83\u4e0d\u8bef\u62a5\uff0c\u4f4690%\u7684\u95ee\u9898\u5b83\u90fd\u6f0f\u6389\u4e86\u3002<\/p>\n<hr>\n<h2>\ud83d\udcd6 \u5730\u94c1\u6df1\u8bfb\uff1a\u7b97\u6cd5\u7ade\u8d5b\u2014\u2014AI\u754c\u7684&#8221;\u5965\u6797\u5339\u514b&#8221;<\/h2>\n<blockquote>\n<p>\u8fd9\u4e2a\u677f\u5757\u4e13\u4e3a\u5730\u94c1\u901a\u52e4\u8bbe\u8ba1\uff0c\u6bcf\u7bc75-10\u5206\u949f\u3002\u4e0d\u60f3\u6df1\u8bfb\u53ef\u4ee5\u8df3\u8fc7\uff0c\u4e0d\u5f71\u54cd\u4e3b\u7ebf\u5b66\u4e60\u3002<\/p>\n<\/blockquote>\n<h3>\u4f60\u77e5\u9053Kaggle\u5417\uff1f<\/h3>\n<p>Kaggle\uff08kaggle.com\uff09\u662f\u5168\u7403\u6700\u5927\u7684\u6570\u636e\u79d1\u5b66\u7ade\u8d5b\u5e73\u53f0\uff0cGoogle\u65d7\u4e0b\u3002<\/p>\n<p>\u5728Kaggle\u4e0a\uff0c\u4f01\u4e1a\u548c\u7814\u7a76\u673a\u6784\u4f1a\u53d1\u5e03\u771f\u5b9e\u7684AI\u95ee\u9898\uff0c\u6bd4\u5982\uff1a<\/p>\n<ul>\n<li>\u9884\u6d4b\u623f\u4ef7<\/li>\n<li>\u8bc6\u522b\u76ae\u80a4\u764c<\/li>\n<li>\u9884\u6d4b\u5ba2\u6237\u6d41\u5931<\/li>\n<li>\u68c0\u6d4b\u4fe1\u7528\u5361\u6b3a\u8bc8<\/li>\n<\/ul>\n<p>\u5168\u7403\u7684\u6570\u636e\u79d1\u5b66\u5bb6\u548cAI\u7231\u597d\u8005\u4f1a\u7ec4\u961f\u53c2\u52a0\uff0c\u7528\u5404\u79cd\u7b97\u6cd5\u6765\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>\n<h3>\u4e3a\u4ec0\u4e48Kaggle\u91cd\u8981\uff1f<\/h3>\n<ol>\n<li><strong>\u771f\u5b9e\u6570\u636e<\/strong>\u2014\u2014\u4e0d\u662f\u6559\u79d1\u4e66\u91cc\u7684\u73a9\u5177\u6570\u636e\uff0c\u662f\u4f01\u4e1a\u771f\u5b9e\u4e1a\u52a1\u6570\u636e<\/li>\n<li><strong>\u514d\u8d39GPU<\/strong>\u2014\u2014Kaggle\u63d0\u4f9b\u514d\u8d39\u7684GPU\u8ba1\u7b97\u8d44\u6e90\uff08\u6bcf\u546830\u5c0f\u65f6\uff09\uff0c\u7528\u6765\u8bad\u7ec3\u6a21\u578b<\/li>\n<li><strong>\u5b66\u4e60\u8d44\u6e90<\/strong>\u2014\u2014\u6bcf\u4e2a\u6bd4\u8d5b\u90fd\u6709\u516c\u5f00\u7684\u89e3\u51b3\u65b9\u6848\u548c\u8ba8\u8bba\u533a\uff0c\u662f\u6700\u597d\u7684AI\u5b66\u4e60\u6750\u6599<\/li>\n<li><strong>\u6c42\u804c\u52a0\u5206<\/strong>\u2014\u2014Kaggle\u6392\u540d\u9ad8\u7684\u4eba\uff0c\u5728AI\u516c\u53f8\u6c42\u804c\u975e\u5e38\u53d7\u6b22\u8fce<\/li>\n<\/ol>\n<h3>Kaggle\u7684\u7ecf\u5178\u6bd4\u8d5b<\/h3>\n<p><strong>\u6cf0\u5766\u5c3c\u514b\u53f7\u751f\u5b58\u9884\u6d4b<\/strong>\u2014\u2014\u51e0\u4e4e\u6240\u6709AI\u5165\u95e8\u8005\u7684\u7b2c\u4e00\u573a\u6bd4\u8d5b\u3002<\/p>\n<p>\u7ed9\u4f60\u6cf0\u5766\u5c3c\u514b\u53f7\u4e58\u5ba2\u7684\u6570\u636e\uff08\u5e74\u9f84\u3001\u6027\u522b\u3001\u8239\u8231\u7b49\u7ea7\u3001\u7968\u4ef7\u7b49\uff09\uff0c\u8ba9\u4f60\u9884\u6d4b\u8c01\u6d3b\u4e0b\u6765\u3001\u8c01\u9047\u96be\u3002<\/p>\n<p>\u8fd9\u4e2a\u6bd4\u8d5b\u7684\u6709\u8da3\u4e4b\u5904\u5728\u4e8e\uff1a\u5f88\u591a\u4eba\u7528\u4e86\u4e0d\u540c\u7684\u7b97\u6cd5\uff0c\u7ed3\u679c\u5dee\u5f02\u5de8\u5927\u3002<\/p>\n<p>\u7528\u903b\u8f91\u56de\u5f52\uff1a\u51c6\u786e\u7387\u7ea678%<\/p>\n<p>\u7528\u968f\u673a\u68ee\u6797\uff1a\u51c6\u786e\u7387\u7ea682%<\/p>\n<p>\u7528\u795e\u7ecf\u7f51\u7edc\uff1a\u51c6\u786e\u7387\u7ea680%<\/p>\n<p>\u7528\u96c6\u6210\u5b66\u4e60\uff08\u591a\u4e2a\u7b97\u6cd5\u7ec4\u5408\uff09\uff1a\u51c6\u786e\u7387\u7ea685%<\/p>\n<p><strong>\u540c\u6837\u7684\u6570\u636e\uff0c\u4e0d\u540c\u7684\u7b97\u6cd5\uff0c\u51c6\u786e\u7387\u5dee\u4e867\u4e2a\u767e\u5206\u70b9\u3002<\/strong><\/p>\n<p>\u5728\u771f\u5b9e\u4e1a\u52a1\u573a\u666f\u4e2d\uff0c\u8fd97\u4e2a\u767e\u5206\u70b9\u53ef\u80fd\u610f\u5473\u7740\u6570\u767e\u4e07\u7684\u6536\u5165\u5dee\u5f02\u3002<\/p>\n<h3>\u63a8\u8350\u7684\u5165\u95e8\u6bd4\u8d5b<\/h3>\n<p>\u5982\u679c\u4f60\u611f\u5174\u8da3\uff0c\u53ef\u4ee5\u5148\u8bd5\u8bd5\u8fd9\u51e0\u4e2a\uff1a<\/p>\n<ol>\n<li><strong>Titanic<\/strong>\uff08\u6cf0\u5766\u5c3c\u514b\u53f7\uff09\u2014\u2014\u6700\u7ecf\u5178\u7684\u5165\u95e8\u6bd4\u8d5b\uff0c\u6570\u636e\u91cf\u5c0f\uff0c\u95ee\u9898\u7b80\u5355<\/li>\n<li><strong>House Prices<\/strong>\uff08\u623f\u4ef7\u9884\u6d4b\uff09\u2014\u2014\u56de\u5f52\u95ee\u9898\u5165\u95e8<\/li>\n<li><strong>Digit Recognizer<\/strong>\uff08\u624b\u5199\u6570\u5b57\u8bc6\u522b\uff09\u2014\u2014\u56fe\u50cf\u5206\u7c7b\u5165\u95e8<\/li>\n<li><strong>Spaceship Titanic<\/strong>\uff08\u592a\u7a7a\u8239\u7248\u6cf0\u5766\u5c3c\u514b\uff09\u2014\u2014\u66f4\u65b0\u7684\u5165\u95e8\u6bd4\u8d5b<\/li>\n<\/ol>\n<blockquote>\n<p>\u6240\u6709\u6bd4\u8d5b\u90fd\u53ef\u4ee5\u5728 kaggle.com \u4e0a\u514d\u8d39\u53c2\u52a0\uff0c\u8fd8\u80fd\u7528\u514d\u8d39GPU\u8bad\u7ec3\u6a21\u578b\u3002<\/p>\n<\/blockquote>\n<hr>\n<h2>\u4eca\u65e5\u603b\u7ed3<\/h2>\n<p>\u4e09\u4e2a\u5173\u952e\u8981\u70b9\uff1a<\/p>\n<ol>\n<li><strong>\u7b97\u6cd5\u5c31\u662f&#8221;\u83dc\u8c31&#8221;<\/strong>\u2014\u2014\u540c\u6837\u7684\u6570\u636e\uff08\u98df\u6750\uff09\uff0c\u4e0d\u540c\u7684\u7b97\u6cd5\uff08\u83dc\u8c31\uff09\uff0c\u4f1a\u5f97\u51fa\u4e0d\u540c\u7684\u7ed3\u679c\uff08\u83dc\u54c1\uff09\u3002AI\u7684\u4e09\u5927\u57fa\u77f3\u662f\uff1a\u6570\u636e\u3001\u7b97\u6cd5\u3001\u6a21\u578b<\/li>\n<\/ol>\n<ol>\n<li><strong>\u6ca1\u6709&#8221;\u6700\u597d&#8221;\u7684\u7b97\u6cd5\uff0c\u53ea\u6709&#8221;\u6700\u5408\u9002&#8221;\u7684<\/strong>\u2014\u2014\u7ebf\u6027\u56de\u5f52\u7b80\u5355\u5feb\u901f\u3001\u51b3\u7b56\u6811\u53ef\u89e3\u91ca\u3001\u795e\u7ecf\u7f51\u7edc\u51c6\u786e\u7387\u9ad8\uff0c\u9009\u54ea\u4e2a\u53d6\u51b3\u4e8e\u4f60\u7684\u6570\u636e\u548c\u573a\u666f<\/li>\n<\/ol>\n<ol>\n<li><strong>AI\u7b97\u6cd5\u7684\u672c\u8d28\u662f&#8221;\u8ba9\u673a\u5668\u81ea\u5df1\u5b66\u4e60&#8221;<\/strong>\u2014\u2014\u4f20\u7edf\u7f16\u7a0b\u662f\u4f60\u5199\u89c4\u5219\uff0c\u673a\u5668\u6267\u884c\uff1b\u673a\u5668\u5b66\u4e60\u662f\u4f60\u7ed9\u6570\u636e\uff0c\u673a\u5668\u81ea\u5df1\u627e\u89c4\u5f8b<\/li>\n<\/ol>\n<hr>\n<h2>\u4eca\u65e5\u884c\u52a8\u9879<\/h2>\n<p>\u4e09\u4e2a\u5c0f\u4efb\u52a1\uff0c\u5e2e\u4f60\u5de9\u56fa\u4eca\u5929\u7684\u5b66\u4e60\uff1a<\/p>\n<ol>\n<li><strong>\u7528\u751f\u6d3b\u573a\u666f\u7406\u89e3\u7b97\u6cd5<\/strong>\u2014\u2014\u4eca\u5929\u89c2\u5bdf\u4f60\u505a\u51b3\u7b56\u7684\u8fc7\u7a0b\uff08\u9009\u9910\u9986\u3001\u627e\u8def\u7ebf\u3001\u6574\u7406\u6587\u4ef6\uff09\uff0c\u60f3\u60f3\u8fd9\u5c5e\u4e8e\u54ea\u79cd&#8221;\u7b97\u6cd5&#8221;\u7c7b\u578b<\/li>\n<\/ol>\n<ol>\n<li><strong>\u6ce8\u518cKaggle\u8bd5\u8bd5<\/strong>\u2014\u2014\u6253\u5f00 kaggle.com\uff0c\u6ce8\u518c\u8d26\u53f7\uff0c\u627e\u5230Titanic\u6bd4\u8d5b\uff0c\u770b\u770b\u6392\u884c\u699c\u4e0a\u7b2c\u4e00\u540d\u7528\u4e86\u4ec0\u4e48\u7b97\u6cd5\uff08\u9700\u8981\u79d1\u5b66\u4e0a\u7f51\uff09<\/li>\n<\/ol>\n<ol>\n<li><strong>\u601d\u8003\u4f60\u516c\u53f8\u7684AI\u573a\u666f<\/strong>\u2014\u2014\u4f60\u516c\u53f8\u6709\u4ec0\u4e48\u4e1a\u52a1\u95ee\u9898\u53ef\u4ee5\u7528AI\u89e3\u51b3\uff1f\u6bd4\u5982\uff1a\u5ba2\u6237\u6d41\u5931\u9884\u6d4b\u3001\u9700\u6c42\u9884\u6d4b\u3001\u5f02\u5e38\u68c0\u6d4b\u2026\u2026\u7528\u4eca\u5929\u5b66\u7684&#8221;\u9009\u7b97\u6cd5&#8221;\u601d\u8def\uff0c\u60f3\u60f3\u54ea\u79cd\u7b97\u6cd5\u9002\u5408<\/li>\n<\/ol>\n<hr>\n<h2>\u4e0b\u7bc7\u9884\u544a<\/h2>\n<p><strong>\u4eca\u665a5\u70b9<\/strong>\uff1aDay04\u2014\u2014\u665a\u8bfe Excel\u5c31\u80fd\u8dd1AI\uff01\u7528\u7535\u5b50\u8868\u683c\u6f14\u793a\u9884\u6d4b\u7b97\u6cd5<\/p>\n<p>\u4f60\u6ca1\u770b\u9519\u2014\u2014Excel\u5c31\u80fd\u8dd1AI\u7b97\u6cd5\u3002\u4eca\u665a\u6211\u5e26\u4f60\u7528Excel\u7684\u7b80\u5355\u529f\u80fd\uff0c\u6f14\u793a\u7ebf\u6027\u56de\u5f52\u548c\u9884\u6d4b\u7b97\u6cd5\u7684\u539f\u7406\u3002\u4e0d\u9700\u8981Python\uff0c\u4e0d\u9700\u8981\u5199\u4ee3\u7801\uff0c\u53ea\u9700\u8981\u4f60\u5e73\u65f6\u529e\u516c\u7528\u7684Excel\u3002\u8fd9\u4e2a\u5b9e\u8df5\u4f1a\u8ba9\u4f60\u771f\u6b63\u7406\u89e3&#8221;\u7b97\u6cd5\u5c31\u662f\u6570\u5b66\u516c\u5f0f&#8221;\u8fd9\u53e5\u8bdd\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7cfb\u5217\u6559\u7a0b\u8bf4\u660e \u8fd9\u662f\u300cAI\u4e13\u5bb6\u517b\u6210\u8ba1\u5212\u300d\u7cfb\u5217\u6559\u7a0b\u7684\u7b2c7\u7bc7\uff0c\u5171140\u7bc7\u3002 \u672c\u7cfb\u5217\u4e13\u4e3a\u96f6\u57fa\u7840\u5b66\u4e60\u8005\u8bbe\u8ba1\uff0c\u4ece\u6700\u7b80\u5355\u7684\u6982 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[100],"tags":[],"class_list":["post-248","post","type-post","status-publish","format-standard","hentry","category-aixuexi"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Day04\u2014\u2014\u65e9\u8bfe \u7b97\u6cd5\uff1aAI\u7684\u83dc\u8c31\uff01\u540c\u6837\u7684\u6570\u636e\u4e3a\u4f55\u7ed3\u679c\u4e0d\u540c - \u6500\u5ca9\u8005<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/climbing.top\/index.php\/2026\/05\/21\/day04zaoke-suanfaaidecaiputongyangdeshujuweihejieguobutong\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" 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