{"id":221,"date":"2025-09-21T22:12:06","date_gmt":"2025-09-21T14:12:06","guid":{"rendered":"https:\/\/look123.top\/?p=221"},"modified":"2025-09-21T22:12:06","modified_gmt":"2025-09-21T14:12:06","slug":"%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%92%8c%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e7%9a%84%e5%8c%ba%e5%88%ab","status":"publish","type":"post","link":"https:\/\/look123.top\/index.php\/2025\/09\/21\/%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%92%8c%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e7%9a%84%e5%8c%ba%e5%88%ab\/","title":{"rendered":"\u673a\u5668\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u7684\u533a\u522b"},"content":{"rendered":"\n<p>\u673a\u5668\u5b66\u4e60\uff08Machine Learning, ML\uff09\u548c\u6df1\u5ea6\u5b66\u4e60\uff08Deep Learning, DL\uff09\u7684\u5173\u7cfb\uff0c\u53ef\u4ee5\u7406\u89e3\u4e3a <strong>\u201c\u5305\u542b\u4e0e\u88ab\u5305\u542b\u201d<\/strong>\uff1a<br>\u6df1\u5ea6\u5b66\u4e60\u662f\u673a\u5668\u5b66\u4e60\u7684\u4e00\u4e2a\u5b50\u9886\u57df\uff0c\u4f46\u4e8c\u8005\u5728\u65b9\u6cd5\u3001\u6570\u636e\u9700\u6c42\u3001\u5e94\u7528\u7b49\u65b9\u9762\u5b58\u5728\u660e\u663e\u533a\u522b\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. \u5b9a\u4e49\u5c42\u9762<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u673a\u5668\u5b66\u4e60<\/strong><br>\u901a\u8fc7\u7b97\u6cd5\u8ba9\u8ba1\u7b97\u673a\u4ece\u6570\u636e\u4e2d\u5b66\u4e60\u89c4\u5f8b\uff0c\u8fdb\u800c\u5bf9\u65b0\u6570\u636e\u8fdb\u884c\u9884\u6d4b\u6216\u5206\u7c7b\u3002\u5b83\u5f3a\u8c03<strong>\u7279\u5f81\u5de5\u7a0b<\/strong>\uff0c\u9700\u8981\u4eba\u7c7b\u4e13\u5bb6\u63d0\u53d6\u6216\u9009\u62e9\u5408\u9002\u7684\u7279\u5f81\u3002<br>\u4ee3\u8868\u7b97\u6cd5\uff1a\u51b3\u7b56\u6811\u3001\u652f\u6301\u5411\u91cf\u673a\uff08SVM\uff09\u3001\u968f\u673a\u68ee\u6797\u3001KNN\u3001\u6734\u7d20\u8d1d\u53f6\u65af\u7b49\u3002<\/li>\n\n\n\n<li><strong>\u6df1\u5ea6\u5b66\u4e60<\/strong><br>\u57fa\u4e8e\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\uff08\u5c24\u5176\u662f\u591a\u5c42\u795e\u7ecf\u7f51\u7edc\uff09\u7684\u4e00\u7c7b\u65b9\u6cd5\uff0c\u5229\u7528\u591a\u5c42\u7ed3\u6784<strong>\u81ea\u52a8\u4ece\u6570\u636e\u4e2d\u5b66\u4e60\u7279\u5f81<\/strong>\u3002<br>\u4ee3\u8868\u6a21\u578b\uff1a\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u3001\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\uff08RNN\uff09\u3001Transformer\u3001BERT\u3001GPT \u7b49\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">2. \u7279\u5f81\u5904\u7406<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u673a\u5668\u5b66\u4e60<\/strong>\uff1a\u9700\u8981\u4eba\u5de5\u8fdb\u884c\u7279\u5f81\u63d0\u53d6\u3002\u4f8b\u5982\u5728\u56fe\u50cf\u8bc6\u522b\u4e2d\uff0c\u9700\u8981\u4eba\u4e3a\u63d0\u53d6\u8fb9\u7f18\u3001\u89d2\u70b9\u3001\u7eb9\u7406\u7b49\u7279\u5f81\u518d\u9001\u5165\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u6df1\u5ea6\u5b66\u4e60<\/strong>\uff1a\u901a\u8fc7\u591a\u5c42\u795e\u7ecf\u7f51\u7edc<strong>\u7aef\u5230\u7aef<\/strong>\u5730\u4ece\u539f\u59cb\u6570\u636e\uff08\u50cf\u7d20\u3001\u8bed\u97f3\u6ce2\u5f62\u3001\u6587\u672c\u5e8f\u5217\uff09\u76f4\u63a5\u5b66\u4e60\u7279\u5f81\uff0c\u4e0d\u9700\u8981\u4eba\u5de5\u7279\u5f81\u5de5\u7a0b\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">3. \u6570\u636e\u9700\u6c42<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u673a\u5668\u5b66\u4e60<\/strong>\uff1a\u5bf9\u6570\u636e\u91cf\u8981\u6c42\u76f8\u5bf9\u8f83\u4f4e\uff0c\u5728\u5c0f\u6837\u672c\u4efb\u52a1\u4e2d\u4f9d\u7136\u6709\u6548\u3002<\/li>\n\n\n\n<li><strong>\u6df1\u5ea6\u5b66\u4e60<\/strong>\uff1a\u4f9d\u8d56\u5927\u89c4\u6a21\u6570\u636e\u624d\u80fd\u53d1\u6325\u4f18\u52bf\uff08\u5982\u6570\u767e\u4e07\u5f20\u56fe\u50cf\u3001\u6d77\u91cf\u8bed\u6599\uff09\uff0c\u5426\u5219\u5bb9\u6613\u8fc7\u62df\u5408\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">4. \u8ba1\u7b97\u8d44\u6e90<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u673a\u5668\u5b66\u4e60<\/strong>\uff1a\u8ba1\u7b97\u91cf\u8f83\u5c0f\uff0c\u666e\u901a CPU \u5c31\u80fd\u8bad\u7ec3\u3002<\/li>\n\n\n\n<li><strong>\u6df1\u5ea6\u5b66\u4e60<\/strong>\uff1a\u4f9d\u8d56\u9ad8\u6027\u80fd GPU\/TPU\uff0c\u56e0\u4e3a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4f17\u591a\u3001\u8ba1\u7b97\u590d\u6742\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">5. \u5e94\u7528\u573a\u666f<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u673a\u5668\u5b66\u4e60<\/strong>\uff1a\u91d1\u878d\u98ce\u63a7\uff08\u4fe1\u7528\u8bc4\u5206\uff09\u3001\u533b\u5b66\u8bca\u65ad\u5c0f\u6570\u636e\u96c6\u3001\u63a8\u8350\u7cfb\u7edf\u65e9\u671f\u9636\u6bb5\u3002<\/li>\n\n\n\n<li><strong>\u6df1\u5ea6\u5b66\u4e60<\/strong>\uff1a\u8ba1\u7b97\u673a\u89c6\u89c9\uff08\u4eba\u8138\u8bc6\u522b\u3001\u76ee\u6807\u68c0\u6d4b\uff09\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08\u673a\u5668\u7ffb\u8bd1\u3001\u804a\u5929\u673a\u5668\u4eba\uff09\u3001\u8bed\u97f3\u8bc6\u522b\u3001\u81ea\u52a8\u9a7e\u9a76\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">6. \u603b\u7ed3\u5bf9\u6bd4\u8868<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u65b9\u9762<\/th><th>\u673a\u5668\u5b66\u4e60 (ML)<\/th><th>\u6df1\u5ea6\u5b66\u4e60 (DL)<\/th><\/tr><\/thead><tbody><tr><td>\u8303\u7574<\/td><td>\u4eba\u5de5\u667a\u80fd\u5b50\u9886\u57df<\/td><td>\u673a\u5668\u5b66\u4e60\u5b50\u9886\u57df<\/td><\/tr><tr><td>\u7279\u5f81\u63d0\u53d6<\/td><td>\u4f9d\u8d56\u4eba\u5de5\u7279\u5f81\u5de5\u7a0b<\/td><td>\u81ea\u52a8\u7279\u5f81\u5b66\u4e60\uff08\u7aef\u5230\u7aef\uff09<\/td><\/tr><tr><td>\u6570\u636e\u91cf\u9700\u6c42<\/td><td>\u8f83\u5c0f\u6570\u636e\u96c6\u5373\u53ef<\/td><td>\u9700\u8981\u5927\u91cf\u6570\u636e<\/td><\/tr><tr><td>\u8ba1\u7b97\u8d44\u6e90<\/td><td>CPU \u5373\u53ef<\/td><td>GPU\/TPU\uff0c\u9ad8\u8ba1\u7b97\u9700\u6c42<\/td><\/tr><tr><td>\u8868\u8fbe\u80fd\u529b<\/td><td>\u76f8\u5bf9\u6709\u9650<\/td><td>\u5f3a\u5927\uff0c\u80fd\u5904\u7406\u590d\u6742\u975e\u7ebf\u6027\u5173\u7cfb<\/td><\/tr><tr><td>\u5e94\u7528\u573a\u666f<\/td><td>\u91d1\u878d\u3001\u9884\u6d4b\u3001\u63a8\u8350\u3001\u5c0f\u6837\u672c<\/td><td>\u56fe\u50cf\u8bc6\u522b\u3001\u8bed\u97f3\u3001NLP\u3001\u81ea\u52a8\u9a7e\u9a76<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u6253\u4e2a\u7b80\u5355\u7684\u6bd4\u65b9\uff1a<\/p>\n\n\n\n<p><strong>\u673a\u5668\u5b66\u4e60<\/strong>\u50cf\u201c\u5b66\u751f + \u8001\u5e08\u201d\uff1a\u8001\u5e08\u5148\u5e2e\u5b66\u751f\u6311\u9009\u91cd\u70b9\u77e5\u8bc6\u70b9\uff08\u7279\u5f81\uff09\uff0c\u5b66\u751f\u518d\u53bb\u505a\u9898\u3002<\/p>\n\n\n\n<p><strong>\u6df1\u5ea6\u5b66\u4e60<\/strong>\u50cf\u201c\u81ea\u5b66\u9ad8\u624b\u201d\uff1a\u76f4\u63a5\u8bfb\u6574\u672c\u4e66\uff08\u539f\u59cb\u6570\u636e\uff09\uff0c\u81ea\u5df1\u603b\u7ed3\u51fa\u5b66\u4e60\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u673a\u5668\u5b66\u4e60\uff08Machine Learning, ML\uff09\u548c\u6df1\u5ea6\u5b66\u4e60\uff08Deep Learning, DL\uff09\u7684\u5173\u7cfb\uff0c\u53ef &#8230; <a title=\"\u673a\u5668\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u7684\u533a\u522b\" class=\"read-more\" href=\"https:\/\/look123.top\/index.php\/2025\/09\/21\/%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%92%8c%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e7%9a%84%e5%8c%ba%e5%88%ab\/\" aria-label=\"\u9605\u8bfb \u673a\u5668\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u7684\u533a\u522b\">\u9605\u8bfb\u66f4\u591a<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[3],"class_list":["post-221","post","type-post","status-publish","format-standard","hentry","category-cpp_qt","tag-ai"],"_links":{"self":[{"href":"https:\/\/look123.top\/index.php\/wp-json\/wp\/v2\/posts\/221","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/look123.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/look123.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/look123.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/look123.top\/index.php\/wp-json\/wp\/v2\/comments?post=221"}],"version-history":[{"count":1,"href":"https:\/\/look123.top\/index.php\/wp-json\/wp\/v2\/posts\/221\/revisions"}],"predecessor-version":[{"id":222,"href":"https:\/\/look123.top\/index.php\/wp-json\/wp\/v2\/posts\/221\/revisions\/222"}],"wp:attachment":[{"href":"https:\/\/look123.top\/index.php\/wp-json\/wp\/v2\/media?parent=221"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/look123.top\/index.php\/wp-json\/wp\/v2\/categories?post=221"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/look123.top\/index.php\/wp-json\/wp\/v2\/tags?post=221"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}