{"id":21380,"date":"2026-11-07T05:14:37","date_gmt":"2026-11-06T21:14:37","guid":{"rendered":"https:\/\/dguan.com.cn\/ai\/product\/%e7%ac%ac%e5%9b%9b%e8%8c%83%e5%bc%8f-automl\/"},"modified":"2026-11-07T05:14:38","modified_gmt":"2026-11-06T21:14:38","slug":"%e7%ac%ac%e5%9b%9b%e8%8c%83%e5%bc%8f-automl","status":"publish","type":"product","link":"https:\/\/dguan.com.cn\/ai\/product\/%e7%ac%ac%e5%9b%9b%e8%8c%83%e5%bc%8f-automl\/","title":{"rendered":"\u7b2c\u56db\u8303\u5f0f AutoML"},"content":{"rendered":"<p>\u8fd1\u65e5\uff0c\u56fd\u9645\u77e5\u540d\u5e02\u573a\u7814\u7a76\u516c\u53f8Forrester\u53d1\u5e03\u4e86\u300aForrester Wave\u2122\uff1aPredictive Analytics And Machine Learning In China, Q4 2020\u300b\uff08\u7b80\u79f0PAML\uff09\u62a5\u544a\u3002\u7b2c\u56db\u8303\u5f0f\u5728\u4ea7\u54c1\u4e0e\u6280\u672f\u80fd\u529b\u53ca\u5e02\u573a\u8868\u73b0\u7ef4\u5ea6\u5747\u53d6\u5f97\u6700\u9ad8\u5206\uff0c\u6218\u7565\u5e03\u5c40\u4e5f\u5c45\u9886\u5148\u5730\u4f4d\u3002<\/p>\n<ul>\n<li>\u4fbf\u6377\u7b80\u5355\u7684\u4e1a\u52a1\u4e0eAI\u7684\u5bf9\u63a5\u65b9\u5f0f \u964d\u4f4eAI\u8ba4\u77e5\u95e8\u69db\uff0c\u5c06AI\u843d\u5730\u8fc7\u7a0b\u6781\u81f4\u7b80\u5316\u4e3a\u201c\u884c\u4e3a-\u53cd\u9988-\u5b66\u4e60-\u5e94\u7528\u201d\u56db\u4e2a\u6b65\u9aa4\uff0c\u64cd\u4f5c\u8fc7\u7a0b\u6ca1\u6709\u4efb\u4f55\u4e13\u6709\u540d\u8bcd\u548c\u4e13\u4e1a\u672f\u8bed\uff0c\u96f6AI\u57fa\u7840\u90fd\u80fd\u7406\u89e3\u548c\u4f7f\u7528\uff0c\u5927\u5e45\u63d0\u5347\u4ece\u4e1a\u4eba\u5458\u5e02\u573a\u4f9b\u7ed9\u3002<\/li>\n<li>\u7edf\u4e00\u3001\u6807\u51c6\u7684AI\u843d\u5730\u89c4\u8303\u53ca\u7cfb\u7edf \u964d\u4f4eIT\u6280\u672f\u95e8\u69db\uff0c\u72ec\u521bHyperCycle\u65b9\u6cd5\u8bba\uff0c\u6253\u9020AI\u5168\u6d41\u7a0b\u81ea\u52a8\u5316\u7cfb\u7edf\uff0c\u652f\u6491AI\u6807\u51c6\u5316\u843d\u5730\uff0c\u6548\u7387\u9ad8\u3001\u843d\u5730\u5feb\u3001\u4fdd\u969cAI\u9879\u76ee\u6548\u679c\u6301\u7eed\u589e\u957f\u3002<\/li>\n<li>\u5168\u6808\u3001\u9886\u5148\u7684AutoML\u6280\u672f \u964d\u4f4eAI\u6280\u672f\u95e8\u69db\uff0c\u5168\u6808\u9886\u5148\u7684AutoML\u7b97\u6cd5\uff0c\u628a\u7e41\u7410\u7684\u5de5\u4f5c\u4ea4\u7ed9\u5904\u7406\u901f\u5ea6\u66f4\u5feb\u7684\u673a\u5668\uff0c\u5efa\u6a21\u6548\u679c\u5ab2\u7f8e\u9876\u7ea7AI\u79d1\u5b66\u5bb6\u3002<\/li>\n<li>AutoML\u8d4b\u80fd\u6307\u6570\u7ea7\u589e\u957f\u2014\u611f\u77e5\u3001\u8ba4\u77e5\u3001\u51b3\u7b56\u7c7b\u7b97\u6cd5\u5e03\u5c40\u63d0\u5347\u4f01\u4e1a\u51b3\u7b56\u6c34\u5e73 \u672c\u7bc7\u62a5\u544a\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u7b2c\u56db\u8303\u5f0f\u57fa\u4e8eOODA\u51b3\u7b56\u7406\u8bba\uff0c\u4ee5\u63d0\u5347\u4f01\u4e1a\u51b3\u7b56\u6c34\u5e73\u4e3a\u6838\u5fc3\u7684\u5168\u6808AutoML\u7b97\u6cd5\u5e03\u5c40\u3002\u5bf9\u7b2c\u56db\u8303\u5f0f\u7279\u6709\u611f\u77e5\u7c7b\u3001\u8ba4\u77e5\u7c7b\u53ca\u51b3\u7b56\u7c7b\u768412\u9879\u7b97\u6cd5\u5728\u6280\u672f\u4f18\u52bf\u4e0e\u6848\u4f8b\u65b9\u6848\u8fdb\u884c\u4e86\u5177\u4f53\u5c55\u5f00 \u3002 \u67e5\u770b\u8be6\u60c5<\/li>\n<li>Gartner\uff1a2020\u6c11\u4e3b\u5316\u5341\u5927\u6280\u672f\u6218\u7565\u8d8b\u52bf Gartner\u5c06\u6c11\u4e3b\u5316\u5217\u4e3a2020\u5e74\u5341\u5927\u6218\u7565\u6280\u672f\u8d8b\u52bf\u4e4b\u4e00\u3002\u800c\u5728\u6c11\u4e3b\u5316\u6838\u5fc3\u6280\u672f\u7684AutoML\u9886\u57df\uff0c\u7b2c\u56db\u8303\u5f0f\u4f5c\u4e3aAutoML\u5e73\u53f0\u4ee3\u8868\u5382\u5546\u88ab\u5217\u5165\u201c2020\u5e74\u5341\u5927\u6218\u7565\u6280\u672f\u8d8b\u52bf \u2013 \u6c11\u4e3b\u5316\u201d\u62a5\u544a \u3002 \u67e5\u770b\u8be6\u60c5<\/li>\n<li>\u5546\u52a1\u5408\u4f5c\u4e0e\u552e\u540e\uff1a business@4paradigm.com<\/li>\n<\/ul>\n<table class=\"dg-spec-table\">\n<tr>\n<th>\u4ea7\u54c1\u540d\u79f0<\/th>\n<td>AutoML<\/td>\n<\/tr>\n<tr>\n<th>\u4ea7\u54c1\u7cfb\u5217<\/th>\n<td>AI\u4ea7\u54c1\u4e0e\u5e73\u53f0<\/td>\n<\/tr>\n<tr>\n<th>\u5b98\u65b9\u4ecb\u7ecd<\/th>\n<td>\u8fd1\u65e5\uff0c\u56fd\u9645\u77e5\u540d\u5e02\u573a\u7814\u7a76\u516c\u53f8Forrester\u53d1\u5e03\u4e86\u300aForrester Wave\u2122\uff1aPredictive Analytics And Machine Learning In China, Q4 2020\u300b\uff08\u7b80\u79f0PAML\uff09\u62a5\u544a\u3002\u7b2c\u56db\u8303\u5f0f\u5728\u4ea7\u54c1\u4e0e\u6280\u672f\u80fd\u529b\u53ca\u5e02\u573a\u8868\u73b0\u7ef4\u5ea6\u5747\u53d6\u5f97\u6700\u9ad8\u5206\uff0c\u6218\u7565\u5e03\u5c40\u4e5f\u5c45\u9886\u5148\u5730\u4f4d\u3002<\/td>\n<\/tr>\n<tr>\n<th>4Paradigm SHIFT<\/th>\n<td>\u94f6\u884c<\/td>\n<\/tr>\n<tr>\n<th>\u8bed\u8a00<\/th>\n<td>\u7b80\u4f53\u4e2d\u6587 English<\/td>\n<\/tr>\n<tr>\n<th>4Paradigm<\/th>\n<td>4ParadigmSage 4Paradigm SHIFT \u94f6\u884c \u4fdd\u9669 \u8bc1\u5238 \u96f6\u552e \u80fd\u6e90 \u533b\u7597 \u5236\u9020 4Paradigm AlGS<\/td>\n<\/tr>\n<tr>\n<th>\u5173\u4e8e\u8303\u5f0f\u96c6\u56e2<\/th>\n<td>\u5173\u4e8e\u8303\u5f0f\u96c6\u56e2 \u516c\u53f8\u7b80\u4ecb \u65b0\u95fb\u4e0e\u8d44\u8baf \u6280\u672f\u7814\u7a76 \u62db\u8d24\u7eb3\u58eb \u8054\u7cfb\u6211\u4eec<\/td>\n<\/tr>\n<tr>\n<th>\u5173\u4e8e\u8303\u5f0f\u96c6\u56e2<\/th>\n<td>\u516c\u53f8\u7b80\u4ecb \u65b0\u95fb\u4e0e\u8d44\u8baf \u6280\u672f\u7814\u7a76 \u62db\u8d24\u7eb3\u58eb \u8054\u7cfb\u6211\u4eec<\/td>\n<\/tr>\n<tr>\n<th>\u4fbf\u6377\u7b80\u5355\u7684\u4e1a\u52a1\u4e0eAI\u7684\u5bf9\u63a5\u65b9\u5f0f<\/th>\n<td>\u964d\u4f4eAI\u8ba4\u77e5\u95e8\u69db\uff0c\u5c06AI\u843d\u5730\u8fc7\u7a0b\u6781\u81f4\u7b80\u5316\u4e3a\u201c\u884c\u4e3a-\u53cd\u9988-\u5b66\u4e60-\u5e94\u7528\u201d\u56db\u4e2a\u6b65\u9aa4\uff0c\u64cd\u4f5c\u8fc7\u7a0b\u6ca1\u6709\u4efb\u4f55\u4e13\u6709\u540d\u8bcd\u548c\u4e13\u4e1a\u672f\u8bed\uff0c\u96f6AI\u57fa\u7840\u90fd\u80fd\u7406\u89e3\u548c\u4f7f\u7528\uff0c\u5927\u5e45\u63d0\u5347\u4ece\u4e1a\u4eba\u5458\u5e02\u573a\u4f9b\u7ed9\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u7edf\u4e00\u3001\u6807\u51c6\u7684AI\u843d\u5730\u89c4\u8303\u53ca\u7cfb\u7edf<\/th>\n<td>\u964d\u4f4eIT\u6280\u672f\u95e8\u69db\uff0c\u72ec\u521bHyperCycle\u65b9\u6cd5\u8bba\uff0c\u6253\u9020AI\u5168\u6d41\u7a0b\u81ea\u52a8\u5316\u7cfb\u7edf\uff0c\u652f\u6491AI\u6807\u51c6\u5316\u843d\u5730\uff0c\u6548\u7387\u9ad8\u3001\u843d\u5730\u5feb\u3001\u4fdd\u969cAI\u9879\u76ee\u6548\u679c\u6301\u7eed\u589e\u957f\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u5168\u6808\u3001\u9886\u5148\u7684AutoML\u6280\u672f<\/th>\n<td>\u964d\u4f4eAI\u6280\u672f\u95e8\u69db\uff0c\u5168\u6808\u9886\u5148\u7684AutoML\u7b97\u6cd5\uff0c\u628a\u7e41\u7410\u7684\u5de5\u4f5c\u4ea4\u7ed9\u5904\u7406\u901f\u5ea6\u66f4\u5feb\u7684\u673a\u5668\uff0c\u5efa\u6a21\u6548\u679c\u5ab2\u7f8e\u9876\u7ea7AI\u79d1\u5b66\u5bb6\u3002<\/td>\n<\/tr>\n<tr>\n<th>4Paradigm<\/th>\n<td>4ParadigmSage 4Paradigm SHIFT 4Paradigm AlGS<\/td>\n<\/tr>\n<tr>\n<th>HyperCycle ML<\/th>\n<td>\u4f4e\u95e8\u69db\uff0c\u6807\u51c6\u5316\u3001\u5168\u81ea\u52a8\u7684\u51b3\u7b56\u7c7b\u673a\u5668\u5b66\u4e60\u5e73\u53f0\uff0c\u5e2e\u52a9\u6ca1\u6709\u8db3\u591f\u4e13\u4e1aAI\u77e5\u8bc6\u7684\u4eba\u5458\u4e5f\u53ef\u4ee5\u8f7b\u677e\u5feb\u901f\u6784\u5efaAI\u5e94\u7528\uff0c\u5176AI\u6548\u679c\u8d85\u8fc790%\u7684\u4e13\u5bb6\u5efa\u6a21\uff0c\u5e76\u6301\u7eed\u63d0\u5347\u3002<\/td>\n<\/tr>\n<tr>\n<th>HyperCycle CV<\/th>\n<td>\u65b0\u4e00\u4ee3\u8ba1\u7b97\u673a\u89c6\u89c9\u7b97\u6cd5AI\u5e73\u53f0\uff0c\u652f\u6301\u56fe\u50cf\u5206\u7c7b\u3001\u76ee\u6807\u68c0\u6d4b\u548c\u5206\u9694\u7b49\u573a\u666f\uff0c\u5c0f\u65f6\u7ea7\u522b\u7684\u5feb\u901f\u9a8c\u8bc1\u6548\u679c\uff0c\u4f4e\u95e8\u69db\u6613\u4e0a\u624b\uff0c\u7528\u6237\u53ea\u9700\u6807\u6ce8\u51e0\u5341\u5f20\u6570\u636e\uff0c\u5373\u53ef\u6784\u5efa\u4e13\u5c5e\u7684\u89c6\u89c9\u6a21\u578b\uff0c\u5176\u6548\u679c\u4e5f\u968f\u7740\u6807\u6ce8\u6570\u636e\u7684\u589e\u52a0\u800c\u6301\u7eed\u63d0\u5347\u3002<\/td>\n<\/tr>\n<tr>\n<th>HyperCycle OCR<\/th>\n<td>\u65b0\u4e00\u4ee3\u56fe\u50cf\u6587\u5b57\u63d0\u53d6\u7b97\u6cd5\u5e73\u53f0\uff0c\u89e3\u51b3\u5ba2\u6237\u5927\u91cf\u4e2a\u6027\u5316\u7248\u5f0f\u7684\u5361\u8bc1\u3001\u7968\u636e\u7b49\u8bc6\u522b\u7684\u95ee\u9898\uff0c\u4f4e\u95e8\u69db\u6613\u4e0a\u624b\uff0c\u70b9\u51fb\u9f20\u6807\u5373\u53ef\u5efa\u7acb\u4e13\u5c5e\u6a21\u578b\uff0c\u4e00\u4e2a\u6a21\u578b\u5373\u53ef\u8986\u76d6\u540c\u79cd\u5355\u636e\u591a\u79cd\u7248\u5f0f\uff0c\u5e76\u8f7b\u677e\u62d3\u5c55N\u4e2a\u573a\u666f\uff0c\u573a\u666f\u6548\u679c\u6301\u7eed\u63d0\u5347\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u54a8\u8be2\u70ed\u7ebf<\/th>\n<td>400-898-7788<\/td>\n<\/tr>\n<tr>\n<th>\u7acb\u5373\u4f53\u9a8c<\/th>\n<td>\u81ea\u52a8\u51b3\u7b56\u7c7b\u673a\u5668\u5b66\u4e60\u5e73\u53f0 \u9884\u7ea6\u4ea7\u54c1\u6f14\u793a \u54a8\u8be2\u70ed\u7ebf\uff1a400-898-7788<\/td>\n<\/tr>\n<tr>\n<th>\u7acb\u5373\u4f53\u9a8c<\/th>\n<td>\u81ea\u52a8\u51b3\u7b56\u7c7b\u673a\u5668\u5b66\u4e60\u5e73\u53f0<\/td>\n<\/tr>\n<tr>\n<th>\u9884\u7ea6\u4ea7\u54c1\u6f14\u793a \u54a8\u8be2\u70ed\u7ebf<\/th>\n<td>400-898-7788<\/td>\n<\/tr>\n<tr>\n<th>\u4ea7\u54c1\u7279\u70b9<\/th>\n<td>\u4fbf\u6377\u7b80\u5355\u7684\u4e1a\u52a1\u4e0eAI\u7684\u5bf9\u63a5\u65b9\u5f0f \u964d\u4f4eAI\u8ba4\u77e5\u95e8\u69db\uff0c\u5c06AI\u843d\u5730\u8fc7\u7a0b\u6781\u81f4\u7b80\u5316\u4e3a\u201c\u884c\u4e3a-\u53cd\u9988-\u5b66\u4e60-\u5e94\u7528\u201d\u56db\u4e2a\u6b65\u9aa4\uff0c\u64cd\u4f5c\u8fc7\u7a0b\u6ca1\u6709\u4efb\u4f55\u4e13\u6709\u540d\u8bcd\u548c\u4e13\u4e1a\u672f\u8bed\uff0c\u96f6AI\u57fa\u7840\u90fd\u80fd\u7406\u89e3\u548c\u4f7f\u7528\uff0c\u5927\u5e45\u63d0\u5347\u4ece\u4e1a\u4eba\u5458\u5e02\u573a\u4f9b\u7ed9\u3002<\/td>\n<\/tr>\n<tr>\n<th>\u4ea7\u54c1\u7279\u70b9<\/th>\n<td>\u7edf\u4e00\u3001\u6807\u51c6\u7684AI\u843d\u5730\u89c4\u8303\u53ca\u7cfb\u7edf 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