{"id":1431,"date":"2025-02-14T00:00:53","date_gmt":"2025-02-13T16:00:53","guid":{"rendered":"https:\/\/cleardatascience.com\/?p=1431"},"modified":"2024-11-05T14:58:02","modified_gmt":"2024-11-05T06:58:02","slug":"%e4%bb%a5%e6%9c%80%e5%b0%91%e7%9a%84%e6%8a%95%e8%b3%87%e5%af%a6%e7%8f%be%e6%9c%80%e5%a4%a7%e7%9a%84%e5%9b%9e%e5%a0%b1%ef%bc%9a%e4%b8%ad%e5%b0%8f%e4%bc%81%e6%a5%ad%e6%8e%a1%e7%94%a8%e7%94%9f%e6%88%90","status":"publish","type":"post","link":"https:\/\/cleardatascience.com\/zh-hant\/%e4%bb%a5%e6%9c%80%e5%b0%91%e7%9a%84%e6%8a%95%e8%b3%87%e5%af%a6%e7%8f%be%e6%9c%80%e5%a4%a7%e7%9a%84%e5%9b%9e%e5%a0%b1%ef%bc%9a%e4%b8%ad%e5%b0%8f%e4%bc%81%e6%a5%ad%e6%8e%a1%e7%94%a8%e7%94%9f%e6%88%90\/","title":{"rendered":"\u4ee5\u6700\u5c11\u7684\u6295\u8cc7\u5be6\u73fe\u6700\u5927\u7684\u56de\u5831\uff1a\u4e2d\u5c0f\u4f01\u696d\u63a1\u7528\u751f\u6210\u5f0f AI \u548c\u6a5f\u5668\u5b78\u7fd2\u7684\u6307\u5357"},"content":{"rendered":"<p>\u5728\u7576\u4eca\u5feb\u7bc0\u594f\u7684\u6578\u5b57\u74b0\u5883\u4e2d\uff0c\u751f\u6210\u5f0f<span> AI <\/span>\u548c\u6a5f\u5668\u5b78\u7fd2 \uff08<span>ML<\/span>\uff09 \u70ba\u4f01\u696d\u63d0\u4f9b\u4e86\u63d0\u9ad8\u6548\u7387\u3001\u63a8\u52d5\u5275\u65b0\u548c\u6539\u5584\u5ba2\u6236\u9ad4\u9a57\u7684\u5de8\u5927\u6f5b\u529b\u3002\u7136\u800c\uff0c\u8a31\u591a\u4e2d\u5c0f\u578b\u4f01\u696d \uff08<span>SME<\/span>\uff09 \u5728\u6295\u8cc7\u5fc5\u8981\u7684\u786c\u9ad4\u548c\u8edf\u9ad4\u6642\u9762\u81e8\u6311\u6230\uff0c\u5c24\u5176\u662f\u5728\u4ed6\u5011\u7f3a\u4e4f\u6280\u8853\u80cc\u666f\u7684\u60c5\u6cc1\u4e0b\u3002\u672c\u6587\u70ba\u4e2d\u5c0f\u4f01\u696d\u63d0\u4f9b\u4e86\u5be6\u7528\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u4ee5\u6700\u5c11\u7684\u6295\u8cc7\u63a1\u7528\u9019\u4e9b\u6280\u8853\uff0c\u540c\u6642\u7372\u5f97\u53ef\u89c0\u7684\u56de\u5831\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/11\/artificial-intelligence-icon-300x300.png\" alt=\"\" width=\"300\" height=\"300\" class=\"aligncenter size-medium wp-image-1428\" srcset=\"https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/11\/artificial-intelligence-icon-300x300.png 300w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/11\/artificial-intelligence-icon-1022x1024.png 1022w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/11\/artificial-intelligence-icon-150x150.png 150w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/11\/artificial-intelligence-icon-768x769.png 768w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/11\/artificial-intelligence-icon-65x65.png 65w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/11\/artificial-intelligence-icon.png 1030w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>\u77ad\u89e3\u73fe\u72c0\uff1a\u70ba\u4ec0\u9ebc\u4e2d\u5c0f\u4f01\u696d\u61c9\u8a72\u63a1\u7528<span> AI<\/span><\/strong><\/h2>\n<ol>\n<li><strong>\u63d0\u9ad8\u6548\u7387\uff1a<\/strong><span> AI <\/span>\u6280\u8853\u53ef\u4ee5\u81ea\u52d5\u57f7\u884c\u91cd\u8907\u6027\u4efb\u52d9\uff0c\u4f7f\u54e1\u5de5\u80fd\u5920\u5c08\u6ce8\u65bc\u66f4\u9ad8\u50f9\u503c\u7684\u6d3b\u52d5\u3002<\/li>\n<li><strong>\u589e\u5f37\u6c7a\u7b56\uff1a<\/strong><span>AI <\/span>\u63d0\u4f9b\u6578\u64da\u9a45\u52d5\u7684\u898b\u89e3\uff0c\u53ef\u4ee5\u5c0e\u81f4\u66f4\u597d\u7684\u6230\u7565\u6c7a\u7b56\u3002<\/li>\n<li><strong>\u7bc0\u7701\u6210\u672c\uff1a<\/strong> \u901a\u904e\u7c21\u5316\u904b\u71df\uff0c\u4f01\u696d\u53ef\u4ee5\u964d\u4f4e\u9593\u63a5\u6210\u672c\u4e26\u63d0\u9ad8\u76c8\u5229\u80fd\u529b\u3002<\/li>\n<\/ol>\n<p><span>\u00a0<\/span><\/p>\n<h2><strong>\u4e2d\u5c0f\u4f01\u696d\u958b\u59cb\u4f7f\u7528\u751f\u6210\u5f0f<span> AI <\/span><\/strong><strong>\u548c\u6a5f\u5668\u5b78\u7fd2\u7684\u6b65\u9a5f<\/strong><\/h2>\n<p><strong><span><\/span><\/strong><strong>1. \u78ba\u5b9a\u696d\u52d9\u9700\u6c42\u548c\u76ee\u6a19<\/strong><\/p>\n<p>\u5728\u6df1\u5165\u7814\u7a76<span> AI <\/span>\u6280\u8853\u4e4b\u524d\uff0c\u4e2d\u5c0f\u4f01\u696d\u61c9\u78ba\u5b9a<span> AI <\/span>\u53ef\u4ee5\u89e3\u6c7a\u7684\u5177\u9ad4\u696d\u52d9\u9700\u6c42\u6216\u6311\u6230\u3002\u4f8b\u5982\uff0c\u96f6\u552e\u4f01\u696d\u53ef\u80fd\u5e0c\u671b\u589e\u5f37\u5ba2\u6236\u670d\u52d9\uff0c\u800c\u88fd\u9020\u516c\u53f8\u53ef\u80fd\u5c0b\u6c42\u512a\u5316\u4f9b\u61c9\u93c8\u7ba1\u7406\u3002<\/p>\n<p><strong><span><\/span><\/strong><strong>2. \u5229\u7528\u57fa\u65bc\u96f2\u7aef\u89e3\u6c7a\u65b9\u6848<\/strong><\/p>\n<p>\u8a31\u591a\u96f2\u4f9b\u61c9\u5546\u63d0\u4f9b\u53ef\u64f4\u5c55\u7684<span> AI <\/span>\u89e3\u6c7a\u65b9\u6848\uff0c\u53ea\u9700\u6700\u5c11\u7684\u524d\u671f\u6295\u8cc7\u3002<span>Amazon Web Services <\/span>\uff08<span>AWS<\/span>\uff09\u3001<span>Microsoft Azure <\/span>\u548c<span> Google Cloud <\/span>\u7b49\u670d\u52d9\u70ba<span> GenAI <\/span>\u548c<span> ML <\/span>\u63d0\u4f9b\u9810\u69cb\u5efa\u7684\u6a21\u578b\u548c\u5de5\u5177\uff0c\u4f7f\u4f01\u696d\u80fd\u5920\u5f9e\u5c0f\u898f\u6a21\u958b\u59cb\uff0c\u7136\u5f8c\u6839\u64da\u9700\u8981\u9032\u884c\u64f4\u5c55\u3002<\/p>\n<p><strong>\u7528\u4f8b\uff1a<\/strong><\/p>\n<p>\u7576\u5730\u9910\u5ef3\u53ef\u4ee5\u5229\u7528\u57fa\u65bc\u96f2\u7684<span> AI <\/span>\u804a\u5929\u6a5f\u5668\u4eba\u9032\u884c\u5ba2\u6236\u67e5\u8a62\u548c\u9810\u8a02\uff0c\u5f9e\u800c\u4f7f\u4ed6\u5011\u80fd\u5920\u63d0\u9ad8\u5ba2\u6236\u53c3\u8207\u5ea6\uff0c\u800c\u7121\u9700\u6295\u8cc7\u5927\u91cf\u7684\u786c\u9ad4\u6216\u8edf\u9ad4\u3002<\/p>\n<p><strong><span><\/span><\/strong><strong>3. \u5229\u7528\u7121\u4ee3\u78bc\u548c\u4f4e\u4ee3\u78bc\u5e73\u81fa<\/strong><\/p>\n<p>\u7121\u4ee3\u78bc\u548c\u4f4e\u4ee3\u78bc\u5e73\u81fa\u662f\u6c92\u6709\u6280\u8853\u80cc\u666f\u7684\u4f01\u696d\u7684\u7d55\u4f73\u9078\u64c7\u3002\u9019\u4e9b\u5e73\u81fa\u63d0\u4f9b\u4e86\u4f7f\u7528\u8005\u53cb\u597d\u7684\u4ecb\u9762\uff0c\u4f7f\u975e\u6280\u8853\u4f7f\u7528\u8005\u80fd\u5920\u8f15\u9b06\u69cb\u5efa\u548c\u90e8\u7f72<span> AI <\/span>\u6a21\u578b\u3002<\/p>\n<p><strong>\u7528\u4f8b\uff1a<\/strong><\/p>\n<p>\u5c0f\u578b\u96fb\u5b50\u5546\u52d9\u5546\u5e97\u53ef\u4ee5\u4f7f\u7528\u4f4e\u4ee3\u78bc\u5e73\u81fa\u6839\u64da\u5ba2\u6236\u884c\u70ba\u5275\u5efa\u500b\u4eba\u5316\u7684\u96fb\u5b50\u90f5\u4ef6\u71df\u92b7\u6d3b\u52d5\uff0c\u800c\u7121\u9700\u6df1\u5165\u7684\u7a0b\u5f0f\u8a2d\u8a08\u77e5\u8b58\u3002<\/p>\n<p><strong><span>\u00a0<\/span><\/strong><strong><span><\/span><\/strong><strong>4. \u8207<span> AI <\/span><\/strong><strong>\u521d\u5275\u516c\u53f8\u6216\u9867\u554f\u5408\u4f5c<\/strong><\/p>\n<p><span>\u00a0AI <\/span>\u521d\u5275\u516c\u53f8\u5408\u4f5c\u6216\u8058\u8acb\u9867\u554f\u53ef\u4ee5\u70ba\u4e2d\u5c0f\u4f01\u696d\u63d0\u4f9b\u4ed6\u5011\u7f3a\u4e4f\u7684\u5c08\u696d\u77e5\u8b58\u3002\u9019\u4e9b\u5c08\u696d\u4eba\u54e1\u53ef\u4ee5\u5e6b\u52a9\u6839\u64da\u7279\u5b9a\u7684\u696d\u52d9\u9700\u6c42\u5b9a\u88fd\u89e3\u6c7a\u65b9\u6848\uff0c\u78ba\u4fdd\u6709\u6548\u5be6\u65bd\uff0c\u800c\u7121\u9700\u5927\u91cf\u7684\u5167\u90e8\u8cc7\u6e90\u3002<\/p>\n<p><strong>\u7528\u4f8b\uff1a<\/strong><\/p>\n<p>\u4e00\u5bb6\u5c0f\u578b\u7269\u6d41\u516c\u53f8\u53ef\u4ee5\u8058\u8acb\u9867\u554f\u70ba\u5176\u9001\u8ca8\u8eca\u8f1b\u5be6\u65bd\u9810\u6e2c\u6027\u7dad\u8b77\u6a21\u578b\uff0c\u5f9e\u800c\u6e1b\u5c11\u505c\u6a5f\u6642\u9593\u548c\u7dad\u4fee\u6210\u672c\u3002<\/p>\n<p><strong><span><\/span><\/strong><strong>5. \u6ce8\u91cd\u6578\u64da\u54c1\u8cea\u800c\u4e0d\u662f\u6578\u91cf<\/strong><\/p>\n<p>\u96d6\u7136\u64c1\u6709\u5f37\u5927\u7684\u6578\u64da\u5009\u5eab\u6216\u6578\u64da\u6e56\u662f\u7406\u60f3\u7684\u9078\u64c7\uff0c\u4f46\u4e2d\u5c0f\u4f01\u696d\u4ecd\u7136\u53ef\u4ee5\u5229\u7528\u5177\u6709\u8f03\u5c0f\u6578\u64da\u96c6\u7684<span> AI<\/span>\u3002\u95dc\u6ce8\u6578\u64da\u7684\u8cea\u91cf\u548c\u76f8\u95dc\u6027\u901a\u5e38\u6bd4\u4f9d\u8cf4\u5927\u91cf\u4e0d\u76f8\u95dc\u7684\u8cc7\u8a0a\u7522\u751f\u66f4\u597d\u7684\u7d50\u679c\u3002<\/p>\n<p><strong>\u7528\u4f8b\uff1a<\/strong><\/p>\n<p>\u7cbe\u54c1\u670d\u88dd\u5e97\u53ef\u4ee5\u4f7f\u7528\u5ba2\u6236\u53cd\u994b\u548c\u8cfc\u8cb7\u6578\u64da\u70ba\u8cfc\u7269\u8005\u751f\u6210\u500b\u4eba\u5316\u63a8\u85a6\uff0c\u5f9e\u800c\u5728\u6578\u64da\u6709\u9650\u7684\u60c5\u6cc1\u4e0b\u589e\u5f37\u5ba2\u6236\u9ad4\u9a57\u3002<\/p>\n<p><strong><span><\/span><\/strong><strong>6. \u5f9e\u8a66\u9ede\u9805\u76ee\u958b\u59cb<\/strong><\/p>\n<p>\u5be6\u65bd\u8a66\u9ede\u5c08\u6848\u5141\u8a31\u4e2d\u5c0f\u4f01\u696d\u5728\u9032\u884c\u66f4\u5927\u6295\u8cc7\u4e4b\u524d\u5728\u8f03\u5c0f\u898f\u6a21\u4e0a\u6e2c\u8a66<span> AI <\/span>\u89e3\u6c7a\u65b9\u6848\u3002\u9019\u7a2e\u53cd\u8986\u904b\u7b97\u65b9\u6cd5\u4f7f\u4f01\u696d\u80fd\u5920\u8a55\u4f30\u6280\u8853\u7684\u6709\u6548\u6027\u4e26\u9032\u884c\u5fc5\u8981\u7684\u8abf\u6574\u3002<\/p>\n<p><strong>\u7528\u4f8b\uff1a<\/strong><\/p>\n<p>\u4e00\u5bb6\u5c0f\u578b\u5065\u8eab\u4e2d\u5fc3\u53ef\u4ee5\u8a66\u884c<span> AI <\/span>\u9a45\u52d5\u7684\u8ab2\u7a0b\u8abf\u5ea6\u7cfb\u7d71\uff0c\u5206\u6790\u4f7f\u7528\u6a21\u5f0f\u4ee5\u512a\u5316\u4e0a\u8ab2\u6642\u9593\u4e26\u63d0\u9ad8\u6703\u54e1\u6eff\u610f\u5ea6\u3002<\/p>\n<p><strong><span><\/span><\/strong><strong>7. \u57f9\u990a\u5b78\u7fd2\u6587\u5316<\/strong><\/p>\n<p>\u9f13\u52f5\u54e1\u5de5\u63d0\u5347<span> AI <\/span>\u6280\u8853\u6280\u80fd\u53ef\u4ee5\u5e6b\u52a9\u4f01\u696d\u6700\u5927\u9650\u5ea6\u5730\u5229\u7528\u4ed6\u5011\u7684\u6295\u8cc7\u3002\u5728\u7dda\u8ab2\u7a0b\u3001\u7db2\u8def\u7814\u8a0e\u6703\u548c\u7814\u8a0e\u6703\u53ef\u4ee5\u63d0\u4f9b\u6709\u50f9\u503c\u7684\u77e5\u8b58\uff0c\u800c\u7121\u9700\u63a5\u53d7\u8a08\u7b97\u6a5f\u79d1\u5b78\u7684\u6b63\u898f\u6559\u80b2\u3002<\/p>\n<p><strong>\u7528\u4f8b\uff1a<\/strong><\/p>\n<p><span>SME <\/span>\u53ef\u4ee5\u70ba\u5718\u968a\u6210\u54e1\u8a3b\u518a\u6709\u95dc<span> GenAI <\/span>\u5728\u884c\u92b7\u4e2d\u7684\u61c9\u7528\u5728\u7dda\u8ab2\u7a0b\uff0c\u4f7f\u4ed6\u5011\u80fd\u5920\u6839\u64da<span> AI <\/span>\u751f\u6210\u7684\u898b\u89e3\u5275\u5efa\u5f15\u4eba\u5165\u52dd\u7684\u5167\u5bb9\u548c\u6d3b\u52d5\u3002<\/p>\n<p><strong><span>\u00a0<\/span><\/strong><\/p>\n<p><strong><span>\u00a0<\/span><\/strong><\/p>\n<h2><strong>\u7d50\u8ad6\uff1a\u6230\u7565\u63a1\u7528\u53ef\u6301\u7e8c\u589e\u9577<\/strong><\/h2>\n<p>\u901a\u904e\u63a1\u53d6\u6230\u7565\u6027\u65b9\u6cd5\u63a1\u7528\u751f\u6210\u5f0f<span> AI <\/span>\u548c\u6a5f\u5668\u5b78\u7fd2\uff0c\u4e2d\u5c0f\u4f01\u696d\u53ef\u4ee5\u514b\u670d\u6295\u8cc7\u548c\u5c08\u696d\u77e5\u8b58\u65b9\u9762\u7684\u6311\u6230\u3002\u501f\u52a9\u6b63\u78ba\u7684\u5de5\u5177\u3001\u5408\u4f5c\u5925\u4f34\u95dc\u4fc2\u548c\u5c0d\u9ad8\u8cea\u91cf\u6578\u64da\u7684\u95dc\u6ce8\uff0c\u4f01\u696d\u53ef\u4ee5\u5f9e\u9019\u4e9b\u6280\u8853\u4e2d\u7372\u76ca\uff0c\u63a8\u52d5\u589e\u9577\u548c\u63d0\u9ad8\u6548\u7387\uff0c\u540c\u6642\u6700\u5927\u9650\u5ea6\u5730\u964d\u4f4e\u6210\u672c\u3002\u64c1\u62b1<span> AI <\/span>\u4e26\u4e0d\u4e00\u5b9a\u4ee4\u4eba\u751f\u754f<span>;<\/span>\u6191\u85c9\u6b63\u78ba\u7684\u601d\u7dad\u65b9\u5f0f\u548c\u8cc7\u6e90\uff0c\u4e2d\u5c0f\u4f01\u696d\u53ef\u4ee5\u5728\u6578\u5b57\u6642\u4ee3\u84ec\u52c3\u767c\u5c55\u3002<\/p>\n<p><span>\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u7576\u4eca\u5feb\u7bc0\u594f\u7684\u6578\u5b57\u74b0\u5883\u4e2d\uff0c\u751f\u6210\u5f0f AI  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