{"id":37014,"date":"2021-08-27T10:00:14","date_gmt":"2021-08-27T02:00:14","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=37014"},"modified":"2021-10-04T23:22:48","modified_gmt":"2021-10-04T15:22:48","slug":"%e5%90%b3%e6%81%a9%e9%81%94-andrew-ng%ef%bc%881976-%ef%bc%89","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=37014","title":{"rendered":"\u5433\u6069\u9054 Andrew Ng\uff081976-\uff09"},"content":{"rendered":"

\u9664\u4e86\u662f\u77e5\u540d\u7dda\u4e0a\u6559\u80b2\u5e73\u53f0Coursera\u7684\u5171\u540c\u5275\u8fa6\u4eba\uff0c\u5433\u6069\u9054\u66f4\u66fe\u5148\u5f8c\u4efb\u8077\u65bc\u4e2d\u7f8e\u5169\u570b\u6700\u5927\u7684\u79d1\u6280\u516c\u53f8\u2500\u2500Google\u8207\u767e\u5ea6\u3002\u5728Google\u6642\u671f\uff0c\u5433\u6069\u9054\u5718\u968a\u6700\u8457\u540d\u7684\u7814\u7a76\u4e4b\u4e00\uff0c\u83ab\u904e\u65bc\u4ee5\u975e\u76e3\u7763\u5f0f\u5b78\u7fd2\u65b9\u6cd5\uff0c\u8a13\u7df4\u51fa\u5c0d\u4eba\u81c9\u3001\u4eba\u9ad4\u4ee5\u53ca\u8c93\u81c9\u7279\u5225\u654f\u92b3\u7684\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u3002\u4e4b\u5f8c\u70ba\u4e2d\u570b\u767e\u5ea6\u5ef6\u652c\uff0c\u64d4\u4efb\u7814\u767c\u90e8\u9580\u4e3b\u7ba1\uff0c\u5e36\u52d5\u4e86\u4eba\u624d\u8207\u8cc7\u91d1\u7684\u6d41\u5165\uff0c\u70ba\u4e2d\u570b\u7684AI\u7814\u7a76\u6ce8\u5165\u4e00\u80a1\u6d3b\u6c34\u30022017\u5e74\u96e2\u958b\u767e\u5ea6\u5f8c\uff0c\u5433\u6069\u9054\u81f4\u529b\u65bc\u6253\u7834AI\u5c08\u5c6c\u65bc\u9ad8\u79d1\u6280\u516c\u53f8\u7684\u65e2\u5b9a\u5370\u8c61\uff0c\u5275\u7acb\u81ea\u5df1\u7684\u9867\u554f\u516c\u53f8\u8207\u5275\u6295\u57fa\u91d1\u8f14\u5c0e\u4f01\u696d\u8f49\u578b\u3002<\/strong><\/span><\/p>\n

\u64b0\u6587\uff0f\u6c5f\u5f65\u6210\u3001\u9ec3\u601d\u9f4a\uff5c\u7de8\u8f2f\uff0f\u9ad8\u656c\u5802<\/strong>
\n\u5be9\u8a02\uff0f\u8521\u5b97\u7ff0\uff08\u570b\u7acb\u4e2d\u592e\u5927\u5b78\u8cc7\u8a0a\u5de5\u7a0b\u5b78\u7cfb\u6559\u6388\uff09<\/strong><\/p>\n

\u25cf\u4e00\u5207\u59cb\u65bc\u4e00\u500b\u6f14\u7b97\u6cd5<\/strong><\/span><\/p>\n

Andrew Ng\uff0c\u662f\u500b\u51fa\u751f\u65bc\u502b\u6566\u4e26\u5728\u9999\u6e2f\u9577\u5927\u7684\u83ef\u88d4\u7f8e\u570b\u4eba\uff0c\u56e0\u6b64\u6709\u500b\u5341\u5206\u4e2d\u6587\u5316\u7684\u4e2d\u6587\u540d\u5b57\u2500\u2500\u5433\u6069\u9054\u3002\u5148\u5f8c\u5c31\u8b80\u7f8e\u570b\u5361\u5167\u57fa\u6885\u9686\u5927\u5b78\uff08Carnegie Mellon University\uff0cCMU\uff09\u3001\u9ebb\u7701\u7406\u5de5\u5b78\u9662\uff08Massachusetts Institute of Technology\uff0cMIT\uff09\uff0c\u800c\u5f8c\u65bc\u53f2\u4e39\u4f5b\u5927\u5b78\u4efb\u6559\uff0c\u5728\u7576\u4eca\u96fb\u8166\u79d1\u5b78\u9818\u57df\u6700\u9802\u5c16\u7684\u4e09\u6240\u5927\u5b78\u90fd\u66fe\u7559\u4e0b\u4ed6\u7684\u8db3\u8de1\u3002\u96d6\u7136Ng\u5f88\u65e9\u5c31\u70ba\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u6df1\u6df1\u5438\u5f15\uff0c\u7136\u800c\u5728MIT\u653b\u8b80\u78a9\u58eb\u6642\u7684\u4e00\u5834\u4e8b\u4ef6\uff0c\u537b\u8b93\u4ed6\u505c\u4e0b\u4e86\u8173\u6b65\u3002<\/p>\n

\u7576\u6642\u7684AI\u7814\u7a76\u624d\u525b\u525b\u840c\u82bd\uff0c\u5c1a\u8655\u65bc\u6478\u7d22\u968e\u6bb5\u3002\u79d1\u5b78\u754c\u666e\u904d\u8a8d\u70ba\u4eba\u7684\u667a\u529b\u4ef0\u8cf4\u5927\u8166\u4e2d\u4e0d\u540c\u8166\u5340\u7684\u5354\u529b\u5408\u4f5c\uff0c\u5982\u540c\u793e\u6703\u4e2d\u6bcf\u500b\u500b\u9ad4\u5404\u53f8\u5176\u8077\u3001\u901a\u529b\u5408\u4f5c\uff0c\u624d\u80fd\u5171\u540c\u5275\u9020\u51fa\u4e00\u500b\u5065\u5168\u7684\u300c\u5fc3\u9748\u793e\u6703\u300d\uff08the Society of Mind\uff0c\u9019\u662fMIT AI\u5be6\u9a57\u5ba4\u5275\u8fa6\u4ebaMarvin Minsky\u5728\u540c\u540d\u66f8\u4e2d\u6240\u63d0\u51fa\u7684\u667a\u6167\u7406\u8ad6\uff09\u3002\u9019\u6d3e\u5b78\u8005\u8a8d\u70ba\uff1a\u8981\u80fd\u5920\u5be6\u73fe\u63a5\u8fd1\u4eba\u985e\u667a\u6167\u7684AI\uff0c\u9700\u8981\u5206\u5225\u5efa\u69cb\u591a\u500b\u6709\u8457\u4e0d\u540c\u529f\u80fd\u7684\u6a21\u7d44\uff0c\u4e00\u500b\u53ef\u80fd\u8ca0\u8cac\u7406\u89e3\u8a9e\u8a00\uff0c\u53e6\u4e00\u500b\u8ca0\u8cac\u8a00\u8a9e\u7684\u8868\u9054\uff0c\u518d\u5c07\u9019\u4e9b\u6a21\u7d44\u9023\u7d50\u8d77\u4f86\uff0c\u8868\u73fe\u51fa\u770b\u4f3c\u55ae\u4e00\u667a\u6167\u9ad4\u7684\u884c\u70ba\u3002\u53ea\u662f\uff0c\u5be6\u73fe\u9019\u500b\u69cb\u60f3\u6240\u9700\u7684\u9f90\u5927\u904b\u7b97\u80fd\u529b\uff0c\u662f\u7576\u6642\u7684\u786c\u9ad4\u8a2d\u5099\u9060\u9060\u7121\u6cd5\u4f01\u53ca\u7684\u3002<\/p>\n

\u904b\u7b97\u80fd\u529b\u7684\u9019\u5835\u9ad8\u7246\u8b93Ng\u537b\u6b65\uff0c\u751a\u81f3\u57282002\u5e74\u9032\u5165\u53f2\u4e39\u4f5b\u57f7\u6559\u5f8c\uff0c\u7d1b\u7d1b\u52f8\u8aaa\u81ea\u5df1\u7684\u5b78\u751f\u653e\u68c4\u8ffd\u6c42\u300c\u50cf\u4eba\u4e00\u6a23\u601d\u8003\u7684\u6a5f\u5668\u300d\u3002\u76f4\u5230Ng\u8b80\u5230Jeff Hawkins\u2500\u2500\u4e00\u4f4d\u8de8\u8db3\u795e\u7d93\u79d1\u5b78\u7814\u7a76\u7684\u96fb\u6a5f\u5de5\u7a0b\u5e2b\u8207\u4f01\u696d\u5bb6\u2500\u2500\u57282004\u5e74\u300a\u95dc\u65bc\u667a\u6167\u300b\uff08On Intelligence<\/em>\uff09\u4e00\u66f8\u4e2d\u63d0\u51fa\u7684\u300c\u55ae\u4e00\u6f14\u7b97\u6cd5\u5047\u8aaa\u300d\uff08One Algorithm Hypothesis\uff09\uff1a\u5927\u8166\u4e2d\u4e0d\u540c\u8166\u5340\uff08\u6a21\u7d44\uff09\u5176\u5be6\u5171\u4eab\u8457\u540c\u4e00\u5957\u7a0b\u5f0f\uff08\u6f14\u7b97\u6cd5\uff09\uff0c\u4e4b\u6240\u4ee5\u6703\u51fa\u73fe\u529f\u80fd\u4e0a\u7684\u5206\u5316\uff0c\u53ea\u662f\u8f38\u5165\u8cc7\u6599\u4e0d\u540c\u6240\u9020\u6210\u7684\u3002\u4e5f\u5c31\u662f\u8aaa\uff1a\u6211\u5011\u4e0d\u9700\u8981\u5927\u8cbb\u5468\u7ae0\u70ba\u4e86\u4e0d\u540c\u529f\u80fd\u7684\u6a21\u7d44\u8a2d\u8a08\u4e00\u5957\u53c8\u4e00\u5957\u7684\u6f14\u7b97\u6cd5\uff0c\u800c\u662f\u5982\u4f55\u627e\u5230\u90a3\u4e00\u5957\u53ef\u4ee5\u52dd\u4efb\u4e0d\u540c\u4efb\u52d9\u7684\u901a\u7528\u6f14\u7b97\u6cd5\u3002\u9707\u9a5a\u4e4b\u9918\uff0cNg\u7684\u773c\u795e\u70ba\u4e4b\u4e00\u4eae\u3002\u300c\u9019\u662f\u6211\u751f\u547d\u4e2d\u7b2c\u4e00\u6b21\uff0c\u611f\u5230\u81ea\u5df1\u5728\u6709\u751f\u4e4b\u5e74\uff0c\u9084\u80fd\u5920\u63a8\u52d5 AI \u8e0f\u51fa\u65b0\u7684\u4e00\u6b65\uff01\u300d<\/p>\n

\u25cf\u6e90\u65bc\u4eba\u8166\u7684\u6df1\u5ea6\u5b78\u7fd2<\/strong><\/span><\/p>\n

Ng\u6240\u8de8\u51fa\u7684\u90a3\u4e00\u6b65\uff0c\u5176\u5be6\u5c31\u662f\u4ee5\u975e\u76e3\u7763\u5f0f\u5b78\u7fd2\uff08unsupervised learning\uff09\u6240\u8a13\u7df4\u51fa\u7684\u6df1\u5ea6\u5b78\u7fd2\uff08deep learning\uff09\u6a21\u578b\u3002\u300c\u6df1\u5ea6\u300d\uff0c\u56e0\u70ba\u6240\u4f7f\u7528\u7684\u4eba\u5de5\u795e\u7d93\u7db2\u8def\u5728\u7b2c\u4e00\u5c64\u8f38\u5165\u5c64\u8207\u6700\u5f8c\u4e00\u5c64\u8f38\u51fa\u5c64\u4e4b\u9593\uff0c\u593e\u8457\u591a\u5c64\u7684\u96b1\u85cf\u5c64\uff1b\u96b1\u85cf\u5c64\u7684\u591a\u5be1\uff0c\u95dc\u4fc2\u8457\u4eba\u5de5\u795e\u7d93\u7db2\u8def\u662f\u5426\u80fd\u300c\u6ce8\u610f\u5230\u300d\u6a23\u672c\u7684\u9ad8\u968e\u3001\u62bd\u8c61\u7279\u5fb5\u30022010\u5e74\uff0cNg\u52a0\u5165\u4e86Google X \u5be6\u9a57\u5ba4\uff1b2012\u5e74\uff0c\u53c8\u8207Jeff Dean\u53e6\u5916\u7d44\u5efa\u4e86Google Brain\u3002\u5927\u5927\u5c0f\u5c0f\u7684\u5c08\u6848\u4e2d\uff0cNg\u7684\u5718\u968a\u6700\u77e5\u540d\u7684\u7814\u7a76\u7d50\u679c\u4e4b\u4e00\uff0c\u4fbf\u662f\u4e00\u500b\u53ef\u4ee5\u8fa8\u8b58\u8c93\u81c9\u7684\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\uff0c\u5373\u4f7f\u4ed6\u5011\u4e00\u958b\u59cb\u5f9e\u672a\u6599\u60f3\u5230\u300c\u8c93\u300d\u6703\u8b8a\u6210\u4e3b\u89d2\u3002<\/p>\n

Ng\u7684\u5718\u968a\u7531YouTube\u4e0a\u7684\u5f71\u7247\u4e2d\u64f7\u53d6\u51fa1,000\u842c\u5f35\u5716\u7247\uff0c\u4f5c\u70ba\u4e00\u500b\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u7684\u8a13\u7df4\u8cc7\u6599\u3002\u4ed6\u5011\u731c\u60f3\uff1a\u5373\u4f7f\u9019\u4e9b\u5716\u7247\u90fd\u6c92\u6709\u4e8b\u524d\u7d93\u904e\u6a19\u8a3b\uff08\u9019\u662f\u76e3\u7763\u5f0f\u5b78\u7fd2\u5e38\u7528\u7684\u624b\u6cd5\uff09\uff0c\u4eba\u5de5\u795e\u7d93\u7db2\u8def\u4ecd\u7136\u53ef\u4ee5\u300c\u8fa8\u8b58\u51fa\u300dYouTube\u5f71\u7247\u4e2d\u5e38\u898b\u7684\u4e8b\u7269\u3002\u9019\u500b\u60f3\u6cd5\u5176\u5be6\u6e90\u81ea\u65bc\u795e\u7d93\u79d1\u5b78\u5bb6\uff0c\u4ed6\u5011\u767c\u73fe\u5728\u5927\u8166\u8996\u89ba\u76ae\u8cea\u4e2d\u7684\u90e8\u5206\u795e\u7d93\u5143\u8207\u795e\u7d93\u8ff4\u8def\uff0c\u82e5\u91cd\u8907\u66b4\u9732\u65bc\u76f8\u540c\u523a\u6fc0\u5f8c\uff08\u4f8b\u5982\u5f88\u5e38\u770b\u5230\u67d0\u500b\u7269\u4ef6\uff09\uff0c\u6703\u5c0d\u8a72\u7269\u4ef6\u7684\u7279\u5fb5\u7279\u5225\u654f\u92b3\u3002\u9019\u500b\u73fe\u8c61\u6700\u7d42\u4e5f\u51fa\u73fe\u5728Ng\u7684\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u4e0a\uff0c\u5c24\u5176\u5c0d\u65bc\u5716\u50cf\u4e2d\u7684\u4eba\u81c9\u3001\u4eba\u9ad4\uff0c\u4ee5\u53ca\u7db2\u8def\u4e0a\u6700\u5e38\u898b\u7684\u7642\u7652\u5f71\u7247\u4e3b\u89d2\u2500\u2500\u8c93\u3002\u53ea\u662f\u8207\u6b64\u540c\u6642\uff0cNg\u5fc3\u88e1\u660e\u767d\uff0c\u9019\u9084\u9060\u9060\u4e0d\u662f\u81ea\u5df1\u5ff5\u8332\u5728\u8332\u7684\u90a3\u500b\u300c\u901a\u7528\u6f14\u7b97\u6cd5\u300d\u3002<\/p>\n

\u96d6\u7136\u96a8\u8457\u79d1\u6280\u9032\u6b65\uff0c\u786c\u9ad4\u8a2d\u5099\u7684\u904b\u7b97\u80fd\u529b\u4e0d\u518d\u662f\u7121\u6cd5\u514b\u670d\u7684\u9ad8\u7246\uff0c\u4f46\u50c5\u50c5\u662f\u7c21\u55ae\u7684\u8c93\u81c9\u8fa8\u8b58\uff0c\u4fbf\u7528\u5230\u4e8616,000\u500b\u8655\u7406\u5668\uff0c\u800c\u4e14\u6e96\u78ba\u7387\u4e26\u4e0d\u7406\u60f3\u3002Ng\u5728\u81ea\u5df1\u7684Twitter\u4e0a\u4e0d\u8af1\u8a00\u5730\u5beb\u9053\uff1a\u300c\u96d6\u7136\u985e\u6bd4\u4e26\u4e0d\u5341\u5206\u7cbe\u78ba\uff0c\u4f46\u82e5\u5c07\u6211\u5011\u5728\u7814\u7a76\u4e2d\u7528\u5230\u7684\u985e\u795e\u7d93\u7db2\u8def\u6578\u91cf\uff0c\u5c0d\u6bd4\u5927\u8166\u8996\u89ba\u76ae\u5c64\u4e2d\u7684\u795e\u7d93\u6578\u91cf\uff0c\u8fa8\u8b58\u8c93\u81c9\u53ea\u7528\u5230\u5927\u8166\u4e2d\u6975\u5c0f\u7684\u4e00\u90e8\u5206\uff08\u5927\u7d04\u53ea\u6709\u4e00\u767e\u842c\u5206\u4e4b\u4e00\uff09\u3002\u300d\u9664\u6b64\u4e4b\u5916\uff0cNg\u4e5f\u767c\u73fe\u6578\u64da\u898f\u6a21\u548c\u6f14\u7b97\u6cd5\u7cbe\u78ba\u5ea6\u4e4b\u9593\u6709\u8457\u6b63\u76f8\u95dc\u2500\u2500\u8d8a\u5f37\u5927\u7684AI\uff0c\u610f\u5473\u8457\u8d8a\u591a\u7684\u6578\u64da\u3002\u4ed6\u958b\u59cb\u5c0b\u8993\u90a3\u7247\u6d41\u6dcc\u8457\u6578\u64da\u7684\u61c9\u8a31\u4e4b\u5730\u3002<\/p>\n

\u25cf\u5728\u8c50\u9952\u7684\u571f\u58e4\u4e0a\u7dbb\u653e<\/strong><\/span><\/p>\n

Ng\u65bc\u662f\u958b\u59cb\u89c0\u671b\u3002\u8d77\u521d\u767e\u5ea6\u5e7e\u6b21\u9080\u8acb\uff0c\u4ed6\u56e0\u70ba\u5fc3\u6709\u7591\u616e\u800c\u5a49\u62d2\u4e86\uff0c\u6700\u5f8c\u662f\u767e\u5ea6\u5275\u8fa6\u4eba\u674e\u5f65\u5b8f\u548c\u6642\u4efb\u767e\u5ea6\u6df1\u5ea6\u5b78\u7fd2\u7814\u7a76\u9662\u526f\u9662\u9577\u7684\u4f59\u51f1\u4e09\u9867\u8305\u5eec\u6253\u52d5\u4e86\u4ed6\u3002Ng\u4f86\u5230\u4e86\u5317\u4eac\uff0c\u8207\u674e\u5f65\u5b8f\u5171\u9032\u4e09\u5c0f\u6642\u7684\u5348\u9910\u6703\uff1b\u4e8b\u5f8c\uff0c\u66f4\u5411\u5a92\u9ad4\u5217\u8209\u4e86\u767e\u5ea6\u7684\u56db\u9805\u512a\u52e2\uff1a\u4eba\u624d\u9802\u5c16\u3001\u7d44\u7e54\u53cd\u61c9\u80fd\u529b\u5feb\u3001\u6578\u64da\u8c50\u5bcc\u4e14\u6368\u5f97\u6295\u5165\u786c\u9ad4\u30022014\u5e74\uff0c\u767e\u5ea6\u6b63\u5f0f\u5ba3\u5e03\u8058\u8acbNg\u70ba\u9996\u5e2d\u79d1\u5b78\u5bb6\u53ca\u6df1\u5ea6\u5b78\u7fd2\u7814\u7a76\u9662\u9662\u9577\u3002<\/p>\n

Ng\u7684\u52a0\u5165\uff0c\u4f7f\u5f97\u539f\u5148\u5728\u77fd\u8c37\u9ed8\u9ed8\u7121\u70ba\u7684\u767e\u5ea6\u4e00\u591c\u6210\u540d\uff0c\u591a\u4f4dAI\u9818\u57df\u7684\u9802\u5c16\u7814\u7a76\u4eba\u54e1\u4e5f\u8868\u9054\u52a0\u5165\u7684\u610f\u9858\u3002\u767e\u5ea6\u96a8\u5f8c\u57282014 \u5e74\u6210\u7acb\u4e86\u767e\u5ea6\u7814\u7a76\u9662\uff0c\u7d50\u5408\u4e86\u65e2\u6709\u7684\u6df1\u5ea6\u5b78\u7fd2\u5be6\u9a57\u5ba4\uff08\u7531\u7814\u7a76\u9662\u6539\u540d\uff09\u3001\u77fd\u8c37\u4eba\u5de5\u667a\u80fd\u5be6\u9a57\u5ba4\u548c\u5927\u6578\u64da\u5be6\u9a57\u5ba4\u7b49\u4e09\u5927\u5be6\u9a57\u5ba4\uff0c\u5e0c\u671b\u6709\u671d\u4e00\u65e5\u80fd\u8207\u7f8e\u570b\u8457\u540d\u7684\u8c9d\u723e\u5be6\u9a57\u5ba4\u9f4a\u540d\u3002<\/p>\n

\u9664\u4e86\u4eba\u624d\uff0cNg\u66f4\u70ba\u767e\u5ea6\u6ce8\u5165\u4e86\u77fd\u8c37\u7cbe\u795e\u3002\u8207\u7f8e\u570b\u4e0d\u540c\uff08\u4f8b\u5982Google\u6216\u66f4\u65e9\u7684\u8c9d\u723e\u5be6\u9a57\u5ba4\uff09\uff0c\u4e2d\u570b\u7684\u5e02\u5834\u7af6\u722d\u975e\u5e38\u6fc0\u70c8\uff0c\u591a\u6578\u4f01\u696d\u5c0d\u65bc\u6295\u8cc7\u56de\u672c\u56f0\u96e3\u7684\u7814\u767c\u90e8\u9580\u4e26\u4e0d\u71b1\u8877\u3002\u767e\u5ea6\u56e0\u70baNg\u7684\u52a0\u5165\uff0c\u958b\u59cb\u52a0\u78bc\u6295\u5165\u5c16\u7aef\u6280\u8853\u7814\u7a76\uff0c\u7de9\u89e3\u4e86\u7814\u767c\u90e8\u9580\u7684\u7e3e\u6548\u58d3\u529b\uff0c\u8b93Ng\u6709\u66f4\u591a\u81ea\u7531\u767c\u63ee\u7684\u7a7a\u9593\uff0c\u7814\u7a76\u5718\u968a\u66f4\u4e00\u5ea6\u589e\u9577\u81f3\u8fd11,300\u4eba\u3002\u6240\u958b\u767c\u7684AI\u7522\u54c1\u2500\u2500\u767e\u5ea6\u641c\u7d22\u3001\u5ee3\u544a\u3001\u5730\u5716\u3001\u5916\u8ce3\u3001\u5b89\u5168\u3001\u6d88\u8cbb\u91d1\u878d\u7b49\u2500\u2500\u6bcf\u5929\u670d\u52d9\u4e0a\u5104\u7528\u6236\u3002<\/p>\n

\u767e\u5ea6\u7814\u7a76\u9662\u6700\u6a19\u8a8c\u6027\u7684\u7814\u7a76\u6210\u679c\uff0c\u662f\u767e\u5ea6\u7121\u4eba\u99d5\u99db\u4ee5\u53caDuer OS\u5c0d\u8a71\u6a5f\u5668\u4eba\u7cfb\u7d71\u2500\u2500\u5ea6\u79d8\u30022017\u5e74\u521d\uff0c\u5728\u4e2d\u570b\u6c5f\u8607\u885b\u8996\u7684\u76ca\u667a\u7af6\u8cfd\u7bc0\u76ee\u300a\u6700\u5f37\u5927\u8166\u300b\u4e0a\uff0cNg\u5c31\u5e36\u8457\u7576\u6642\u7684\u7814\u7a76\u6210\u679c\u300c\u5c0f\u5ea6\u6a5f\u5668\u4eba\u300d\u5728\u8de8\u5e74\u9f61\u4eba\u81c9\u8b58\u5225\u7af6\u8cfd\u4e2d\u64ca\u6557\u4e86\u6709\u8a18\u61b6\u5927\u5e2b\u4e4b\u7a31\u7684\u4eba\u985e\u6311\u6230\u8005\u738b\u5cf0\uff0c\u4e26\u96a8\u5f8c\u5728\u8072\u7d0b\u8fa8\u8b58\u4efb\u52d9\u4e0a\u548c\u4eba\u985e\u51a0\u8ecd\u6253\u6210\u5e73\u624b\u3002<\/p>\n

\u9019\u4e00\u7247\u82b1\u5718\u9326\u7c07\u7684\u7e41\u69ae\u5149\u666f\uff0c\u96a8\u84572015\u5e74\u4f59\u51f1\u6c42\u53bb\u5f8c\u6f38\u986f\u75b2\u614b\u3002\u767e\u5ea6\u9678\u7e8c\u6d41\u5931\u591a\u4f4d\u91cd\u8981\u7814\u7a76\u4eba\u54e1\uff0c\u5305\u542b\u6df1\u5ea6\u5b78\u7fd2\u79d1\u5b78\u5bb6\u5433\u97cc\u3001\u7121\u4eba\u99d5\u99db\u9805\u76ee\u7684\u8ca0\u8cac\u4eba\u502a\u51f1\u3001\u6700\u5e74\u8f15\u7684\u9ad8\u7d1a\u79d1\u5b78\u5bb6\u6234\u6587\u6df5\u7b49\u4eba\uff0cNg\u4e5f\u57282017\u5e74\u76843\u6708\u5ba3\u5e03\u96e2\u53bb\u3002<\/p>\n

\u70ba\u4ec0\u9ebc\uff1f\u5927\u90e8\u5206\u5a92\u9ad4\u731c\u6e2c\u662f\u56e0\u70ba\u767e\u5ea6\u5167\u90e8\u7684\u554f\u984c\u3002\u64da\u50b3\u767e\u5ea6\u7684\u641c\u5c0b\u5718\u968a\u548c\u7814\u7a76\u5718\u968a\u6709\u9f5f\u9f6c\uff0c\u4e0d\u9858\u610f\u63d0\u4f9b\u641c\u5c0b\u7aef\u7684\u8cc7\u6599\u4f9b\u7814\u7a76\u90e8\u9580\u7814\u7a76\uff1b\u4e5f\u6709\u4e00\u8aaa\u662fNg\u5728\u52a0\u5165\u767e\u5ea6\u5f8c\uff0c\u9700\u8981\u540c\u6642\u9867\u53ca\u5546\u696d\u9762\u7684\u9700\u6c42\uff0c\u8207\u7522\u54c1\u92b7\u552e\u5718\u968a\u6253\u4ea4\u9053\uff0c\u800c\u4ed6\u5fd7\u4e0d\u5728\u6b64\uff1b\u4e5f\u6709\u5a92\u9ad4\u7d93\u7531Ng\u7684\u500b\u4eba\u793e\u7fa4\u9801\u9762\u8207\u516c\u958b\u8cc7\u6599\u63a8\u6e2c\uff0c\u4ed6\u7684\u96e2\u958b\u662f\u70ba\u4e86\u52a0\u5165\u59bb\u5b50\u5275\u8fa6\u7684\u516c\u53f8\u3002<\/p>\n

Ng\u7684\u59bb\u5b50\uff0cCarol Reiley\uff0c\u540c\u6642\u4e5f\u662f\u4f4d\u96fb\u8166\u79d1\u5b78\u5bb6\u3002\u5169\u4eba\u662f\u57282009\u5e74IEEE\uff08Institute of Electrical and Electronics Engineers\uff0c\u7f8e\u570b\u96fb\u6a5f\u96fb\u5b50\u5de5\u7a0b\u5e2b\u5b78\u6703\uff09\u6240\u8209\u8fa6\u7684\u4e00\u5834\u6703\u8b70\u4e2d\u76f8\u8b58\u7684\u3002Ng\u52a0\u5165\u767e\u5ea6\u7684\u540c\u4e00\u5e74\uff0c\u5169\u4eba\u5ba3\u5e03\u8a02\u5a5a\uff0c\u9019\u5247\u559c\u8a0a\u751a\u81f3\u88abIEEE\u520a\u767b\u51fa\u4f86\uff01Ng\u9664\u4e86\u7d93\u5e38\u5728\u63a8\u7279\u4e0a\u767c\u4f48\u5169\u4eba\u7684\u751c\u871c\u5408\u7167\uff0c\u751a\u81f3\u5728\u8ab2\u5802\u4e0a\u6240\u4f7f\u7528\u7684\u6295\u5f71\u7247\u4e2d\u4e5f\u7a7f\u63d2\u4e86\u5e7e\u5f35Reiley\u7684\u7167\u7247\u3002<\/p>\n

\u7121\u8ad6Ng\u7576\u521d\u96e2\u958b\u767e\u5ea6\u7684\u52d5\u6a5f\u70ba\u4f55\uff0c\u5728\u9019\u4e09\u5e74\u7684\u6642\u9593\u88e1\uff0cAI\u5df2\u7d93\u6df1\u690d\u65bc\u767e\u5ea6\u3002\u5982\u679c\u5c07AI\u6bd4\u55bb\u70ba\u65b0\u6642\u4ee3\u7684\u80fd\u6e90\uff0c\u767e\u5ea6\u5728\u9019\u671f\u9593\u4e0d\u50c5\u5df2\u7d93\u5145\u5206\u638c\u63e1\u5982\u4f55\u4f7f\u7528\uff0c\u9084\u64d4\u4efb\u8d77\u4e86\u65b0\u80fd\u6e90\u7684\u4f9b\u61c9\u8005\uff0c\u70ba\u7522\u696d\u754c\u6ce8\u5165\u52d5\u80fd\u3002\u81f3\u65bcNg\uff0c\u5728\u96e2\u958b\u767e\u5ea6\u5f8c\uff0c\u5c07\u91cd\u5fc3\u91cd\u65b0\u8f49\u56de\u5230\u81ea\u5df1\u7684\u53e6\u4e00\u500b\u7406\u60f3\u2500\u2500AI\u7684\u666e\u4e16\u5316\u3002<\/p>\n

\u25cf\u7dda\u4e0a\u5b78\u7fd2\u8b93<\/strong>AI<\/strong>\u4e0d\u518d\u9ad8\u4e0d\u53ef\u6500<\/strong><\/span><\/p>\n

\u6642\u5e8f\u56de\u52302002\u5e74\uff0cNg\u624d\u525b\u53d6\u5f97\u7f8e\u570b\u52a0\u5dde\u5927\u5b78\u67cf\u514b\u840a\u5206\u6821\u7684\u535a\u58eb\u5b78\u4f4d\uff0c\u65cb\u53c8\u70ba\u53f2\u4e39\u4f5b\u5927\u5b78\u5ef6\u652c\u70ba\u8a72\u6821\u7684\u96fb\u8166\u79d1\u5b78\u7cfb\u6559\u6388\u3002\u7b2c\u4e00\u5e74\u7684\u8ab2\u5802\u4e0a\u53ea\u670935\u4f4d\u5b78\u751f\u9078\u4fee\uff0c\u4f46\u63a5\u8457\u9010\u5e74\u589e\u52a0\u3002\u4e0d\u4e45\u5f8c\uff0cNg\u5617\u8a66\u5c07\u81ea\u5df1\u7684\u8ab2\u7a0b\u9304\u88fd\u4e0b\u4f86\u4f9b\u5b78\u751f\u5728\u53f2\u4e39\u4f5b\u7684\u5167\u7db2\u4e2d\u81ea\u7531\u89c0\u770b\u30022008 \u5e74\uff0cNg\u767c\u8d77\u4e86\u300c\u53f2\u4e39\u4f5bSEE\u8a08\u756b\u300d\uff08Stanford Engineering Everywhere\uff09\u9032\u4e00\u6b65\u628a\u9905\u505a\u5927\uff0c\u66f4\u7372\u7f8e\u570b\u5275\u6295\u516c\u53f8\u7d05\u6749\u8cc7\u672c\uff08Sequoia Capital\uff09\u7684\u6339\u6ce8\uff0c\u5c07\u8cc7\u5de5\u5b78\u9662\u4e0b\u6700\u53d7\u6b61\u8fce\u7684\u4e09\u5927\u985e\u8ab2\u7a0b\u2500\u2500\u8a08\u7b97\u6a5f\u6982\u8ad6\u3001\u4eba\u5de5\u667a\u6167\u8207\u6a5f\u5668\u5b78\u7fd2\u3001\u7dda\u6027\u4ee3\u6578\u2500\u2500\u9304\u88fd\u70ba\u7dda\u4e0a\u8ab2\u7a0b\uff0c\u5f15\u9818\u5168\u7403\u9ad8\u7b49\u6559\u80b2\u6a5f\u69cb\u7d1b\u7d1b\u5efa\u69cb\u5927\u898f\u6a21\u958b\u653e\u5f0f\u7dda\u4e0a\u8ab2\u7a0b\uff08Massive Open Online Course\uff0cMOOC\uff09\u7684\u98a8\u6f6e\u3002\u96d6\u7136SEE\u8a08\u5283\u65e9\u5df2\u505c\u6b62\u66f4\u65b0\uff0c\u4f46\u5728Ng\u8f49\u6230\u77fd\u8c37\u5f8c\uff0c\u537b\u300c\u7d93\u5e38\u78b0\u5230\u4e0a\u904e\u6211\u7db2\u4e0a\u8ab2\u7a0b\u7684\u4eba\u300d\uff0c\u8b93\u4ed6\u610f\u8b58\u5230\u7db2\u8def\u6559\u5b78\u7684\u6f5b\u529b\u3002<\/p>\n

\u56e0\u7de3\u969b\u6703\u4e0b\uff0cNg\u8207\u81ea\u5df1\u7684\u5e2b\u9577\u517c\u540c\u4e8bDaphne Koller\uff0c\u57282012\u5e74\u5171\u540c\u5275\u8fa6\u4e86\u8457\u540d\u7684\u7dda\u4e0a\u6559\u5b78\u5e73\u53f0\u2500\u2500Coursera\uff0c\u5176\u6559\u5b78\u7406\u5ff5\u662f\u300c\u6253\u9020\u4e00\u500b\u4efb\u4f55\u5730\u65b9\u7684\u4efb\u4f55\u4eba\u90fd\u80fd\u900f\u904e\u826f\u597d\u5b78\u7fd2\u9ad4\u9a57\u6539\u8b8a\u751f\u6d3b\u7684\u4e16\u754c\u300d\u3002Ng\u66fe\u5728\u8207MIT AI\u7814\u7a76\u54e1Lex Fridman\u7684\u5c08\u8a2a\u4e2d\u63d0\u5230\uff1a\u900f\u904e\u7db2\u8def\u5b78\u7fd2\uff0c\u990a\u6210\u898f\u5f8b\u7684\u7fd2\u6163\u662f\u95dc\u9375\u3002\u300c\u4ee5\u6211\u81ea\u5df1\u4f86\u8aaa\uff0c\u6211\u990a\u6210\u4e86\u6bcf\u9031\u516d\u548c\u9031\u65e5\u82b1\u9ede\u6642\u9593\u770b\u66f8\u6216\u5b78\u7fd2\u7684\u7fd2\u6163\uff0c\u7fd2\u6163\u6703\u8b93\u9019\u8b8a\u5f97\u66f4\u5bb9\u6613\u3002\u5c31\u50cf\u5237\u7259\u4e00\u6a23\uff0c\u4e0d\u6703\u8a8d\u70ba\u5237\u7259\u90a3\u5169\u5206\u9418\u6240\u505a\u7684\u4e8b\u5f88\u7169\u3002\u300d<\/p>\n

\u622a\u81f3 2020 \u5e74 7 \u6708\u70ba\u6b62\uff0cCoursera \u5df2\u7d93\u8207\u5168\u7403\u8d85\u904e 200 \u6240\u9802\u5c16\u5927\u5b78\u6216\u6559\u80b2\u6a5f\u69cb\u5408\u4f5c\uff0c\u958b\u8a2d\u8d85\u904e 4,500 \u5802\u7dda\u4e0a\u8ab2\u7a0b\uff0c\u64c1\u6709 20 \u9580\u53ef\u88ab\u627f\u8a8d\u7684\u7dda\u4e0a\u5b78\u4f4d\uff0c\u5438\u5f15\u8d85\u904e 6,600 \u842c\u540d\u5b78\u7fd2\u8005\u4f7f\u7528\u3002\u6839\u64da\u300a\u5bcc\u6bd4\u58eb\u300b\uff08Forbes<\/em>\uff09\u7684\u5831\u5c0e\uff0cCoursera \u57282019\u5e744\u6708\u7372\u5f97E\u8f2a\u52df\u8cc7 1.03 \u5104\u7f8e\u5143\uff0c\u4f30\u8a08\u516c\u53f8\u73fe\u503c\u5df2\u8d85\u904e 10 \u5104\u7f8e\u5143\u3002<\/p>\n

\u25cf\u6240\u6709\u4eba\u7684<\/strong>AI<\/strong><\/span><\/p>\n

Ng\u64d4\u4efbCoursera\u5171\u540c\u57f7\u884c\u9577\u81f32014\u5e74\uff0c\u800c\u5f8c\u4fbf\u4e0d\u518d\u53c3\u8207\u5e73\u53f0\u7684\u65e5\u5e38\u71df\u904b\uff0c\u4f46\u4ecd\u662f\u8463\u4e8b\u6703\u6210\u54e1\u3002\u5148\u5f8c\u6b77\u7d93Google\u3001\u767e\u5ea6\uff0cNg\u5c07\u6df1\u5ea6\u5b78\u7fd2\u8f49\u63db\u70ba\u4f01\u696d\u5167\u90e8\u7684\u6210\u9577\u52d5\u529b\u3002\u73fe\u5728\uff0c\u4ed6\u7684\u4e0b\u4e00\u6b65\uff0c\u662f\u6253\u7834\u9ad8\u79d1\u6280\u7522\u696d\u7684\u85e9\u7c6c\uff0c\u8b93AI\u8d70\u5165\u51e1\u9593\u3002<\/p>\n

\u7576\u4f01\u696d\u5e0c\u671b\u5f15\u5165AI\u70ba\u7522\u696d\u52a0\u503c\u6642\uff0cNg\u5275\u8fa6\u7684Landing.ai\u4fbf\u63d0\u4f9b\u4e86\u5168\u7aef\uff08end-to-end\uff09\u7684\u9867\u554f\u670d\u52d9\uff0c\u5167\u5bb9\u5305\u542b\u8f49\u578b\u8f14\u5c0e\u3001\u89e3\u6c7a\u65b9\u6848\u5c0e\u5165\u3001\u8a2d\u5099\u90e8\u7f72\u7b49\uff0c\u5354\u52a9\u5ba2\u6236\u66f4\u4e86\u89e3AI\u79d1\u6280\u7684\u50f9\u503c\u3001\u5e6b\u52a9\u5ba2\u6236\u5efa\u7acb\u5167\u90e8\u5718\u968a\uff0c\u4e26\u6566\u4fc3\u6280\u8853\u5718\u968a\u53d6\u5f97\u5546\u696d\u4e0a\u7684\u6210\u529f\u30022018\u5e74\uff0cNg\u66f4\u5c07Landing.ai\u5275\u7acb\u4ee5\u4f86\u8207\u773e\u591aCEO\u7684\u8a0e\u8ad6\u5fc3\u5f97\u3001AI\u8f49\u578b\u5e38\u6703\u9047\u5230\u7684\u554f\u984c\u8207\u5efa\u8b70\u7b56\u7565\u6574\u7406\u5728\u516c\u958b\u8cc7\u6599\u300aAI\u8f49\u578b\u6307\u5f15\u300b\uff08AI Transformation Playbook<\/em>\uff09\u4e2d\u3002<\/p>\n

\u9664\u4e86Landing.ai\uff0cNg\u4e5f\u540c\u6642\u6210\u7acb\u4e86\u53e6\u5916\u5169\u5bb6\u516c\u53f8\uff1adeeplearning.ai\u8207AI FUND\u3002\u524d\u8005\u4e3b\u8981\u5f9e\u4e8b\u6df1\u5ea6\u5b78\u7fd2\u7684\u6559\u5b78\u63a8\u5ee3\uff0c\u81f3\u4eca\u9678\u7e8c\u5728Coursera\u4e0a\u67b6\u4e866\u500b\u514d\u8cbb\u8a3b\u518a\u7684\u65b0\u8ab2\u7a0b\uff0c\u5167\u5bb9\u6db5\u84cb\u4e86\u6700\u6dfa\u986f\u7684\u300c\u7d66\u6240\u6709\u4eba\u7684AI\u300d\u5230\u70ba\u5c08\u696d\u4eba\u58eb\u8a2d\u8a08\u7684\u300c\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u5c08\u984c\u300d\u3002AI FUND\u5247\u8207\u5b57\u9762\u4e0a\u7684\u8a9e\u610f\u7a0d\u6709\u4e0d\u540c\uff0c\u4e0d\u505a\u5916\u90e8\u6295\u8cc7\uff0c\u800c\u662f\u900f\u904e\u63d0\u4f9b\u6280\u8853\u3001\u62db\u8058\u3001\u8ca1\u52d9\u3001\u6cd5\u5f8b\u7b49\u670d\u52d9\uff0c\u4f86\u7cfb\u7d71\u6027\u5730\u57f9\u690d\u65b0\u5275\u5718\u968a\u3002\u9019\u500b\u60f3\u6cd5\u7372\u5f97\u4e86\u8edf\u9280\uff08SoftBank\uff09\u3001\u7d05\u6749\u8cc7\u672c\u7b49\u6295\u8cc7\u4eba\u7684\u80af\u5b9a\uff0c\u52df\u96c6\u5230\u4e8617.5\u5104\u7f8e\u5143\u7684\u8cc7\u91d1\u3002<\/p>\n

2019\u5e74\u9020\u8a2a\u81fa\u7063\u6642\uff0cNg\u611f\u6b4e\u81fa\u7063\u96d6\u7136\u6c92\u6709\u4e2d\u7f8e\u5927\u570b\u7684\u5148\u5929\u512a\u52e2\uff0c\u4f46\u6191\u85c9\u8457\u51fa\u8272\u7684\u534a\u5c0e\u9ad4\u7522\u696d\u8207\u5b8c\u5584\u7684\u57fa\u790e\u5efa\u8a2d\uff0c\u7121\u9700\u6c72\u65bc\u300c\u5275\u9020\u300d\uff08to create\uff09\u8a71\u984c\uff0c\u800c\u662f\u5584\u7528\u65e2\u6709\u8cc7\u6e90\u4e26\u6ce8\u91cd\u4eba\u624d\u57f9\u80b2\uff0c\u300c\u71df\u9020\u300d\uff08to curate\uff09\u51fa\u4e00\u65b9\u5229\u65bcAI\u7814\u7a76\u767c\u5c55\u7684\u5065\u5168\u751f\u614b\u8207\u8c50\u9952\u571f\u58e4\uff0c\u5728\u9019\u80a1\u6d6a\u6f6e\u4e2d\u7ad9\u7a69\u81ea\u5df1\u7684\u8173\u6b65\u3002<\/p>\n

\u5e7e\u5341\u5e74\u524d\uff0c\u7db2\u969b\u7db2\u8def\u8207\u8edf\u9ad4\u696d\u7684\u8208\u8d77\uff0c\u5275\u9020\u7121\u6578\u5546\u6a5f\u8207\u8ca1\u5bcc\uff0c\u537b\u50c5\u6709\u5c11\u6578\u570b\u5bb6\u6216\u5340\u57df\uff08\u4f8b\u5982\u77fd\u8c37\uff09\u56e0\u6b64\u53d7\u76ca\uff1b\u9019\u4e00\u56de\uff0cNg\u6df1\u4fe1\uff0cAI\u7684\u6210\u679c\u61c9\u8a72\u8207\u6240\u6709\u4eba\u5171\u4eab\u3002<\/p>\n

 <\/p>\n

\u53c3\u8003\u8cc7\u6599<\/strong><\/p>\n

    \n
  1. About Us \u2013 Landing AI<\/a>.<\/li>\n
  2. Adams, S. (2019). Online Education Provider Coursera Is Now Worth More Than $1 Billion<\/a>.<\/li>\n
  3. Foote, K. (2017).\u00a0A Brief History of Deep Learning \u2013 DATAVERSITY<\/a>.<\/li>\n
  4. Fridman, L. (2020).\u00a0Andrew Ng: Deep Learning, Education, and Real-World AI | AI Podcast #73 with Lex Fridman<\/em><\/a>[Video].<\/li>\n
  5. Hernandez, D. (2013).\u00a0The Man Behind the Google Brain: Andrew Ng and the Quest for the New AI<\/a>.<\/li>\n
  6. Kary Wong\uff08\u6c11108\u5e7410\u670828\u65e5\uff09\u3002\u96e2\u958b\u53f2\u4e39\u798f\u5275\u8fa6Coursera\u3000AI \u5b78\u8005\u5433\u6069\u9054\u70ba\u300c\u4f7f\u6700\u591a\u4eba\u53d7\u60e0\u300d<\/a>\u3002<\/li>\n
  7. Kosner, A. (2013).\u00a0Why Is Machine Learning (CS 229) The Most Popular Course At Stanford?<\/a>.<\/li>\n
  8. Ng, A. (2017).\u00a0Opening a new chapter of my work in AI<\/a>.<\/li>\n
  9. Simonite, T. (2017).\u00a0The Researcher Who Wants to Bring AI to Factories<\/a>.<\/li>\n
  10. Vara, V. (2018).\u00a0Q&A: Andrew Ng, the Authority on A.I<\/a>.<\/li>\n
  11. \u4e2d\u570b\u65b0\u805e\u7db2\uff08\u6c11107\u5e741\u670819\u65e5\uff09\u3002\u4e09\u4f4d\u4e16\u754c\u7d1a\u79d1\u5b78\u5bb6\u52a0\u76df\u767e\u5ea6\u7814\u7a76\u9662 \u63a8\u52d5\u4e2d\u570bAI\u52a0\u901f\u5275\u65b0<\/a>\u3002<\/li>\n
  12. \u5317\u4eac\u65b0\u6d6a\u7db2\uff08\u6c11108\u5e745\u670817\u65e5\uff09\u3002\u767e\u5ea6\u4e4b\u9839\uff1a2\u5e74\uff0c\u300c\u6c92\u4e86\u300d17\u540d\u91cd\u91cf\u7d1a\u9ad8\u7ba1<\/a>\u3002<\/li>\n
  13. \u6731\u65ed\u51ac\uff08\u6c11106\u5e743\u670822\u65e5\uff09\u3002\u5433\u6069\u9054\u96e2\u958b\u767e\u5ea6\uff0c\u518d\u6b21\u8b49\u660e\u4e86\u767e\u5ea6\u4e0d\u662f\u300c\u4e2d\u570b\u7684Google\u300d<\/a>\u3002<\/li>\n
  14. \u738b\u661f\uff08\u6c11103\u5e745\u670817\u65e5\uff09\u3002Andrew Ng\u52a0\u76df\uff0c\u767e\u5ea6\u5f97\u5230\u4e86\u4ec0\u9ebc\uff1f<\/a><\/li>\n
  15. \u767e\u5ea6\uff08\u6c11107\u5e7411\u670813\u65e5\uff09\u3002\u767e\u5ea6\u7814\u7a76\u9662\u8d85\u8c6a\u83ef\u9663\u5bb9\u518d\u5347\u7d1a \u8fce\u67659\u4f4d\u4e16\u754c\u7d1a\u79d1\u5b78\u5bb6<\/a>\u3002<\/li>\n
  16. \u97d3\u4f9d\u6c11\uff08\u6c11106\u5e743\u670823\u65e5\uff09\u3002\u9084\u539f\u767e\u5ea6\u4eba\u5de5\u667a\u80fd\u6d3e\u7cfb\u4e4b\u722d\uff1a\u5433\u6069\u9054\u51fa\u5c40\uff0c\u99ac\u6771\u654f\u9e7f\u5947\u5b9a\u52dd\u8ca0<\/a>\u3002<\/li>\n<\/ol>\n

    (\u672c\u6587\u70ba\u6559\u80b2\u90e8\u300c\u4eba\u5de5\u667a\u6167\u6280\u8853\u53ca\u61c9\u7528\u4eba\u624d\u57f9\u80b2\u8a08\u756b\u300d\u6210\u679c\u5167\u5bb9)<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

    \u9664\u4e86\u662f\u77e5\u540d\u7dda\u4e0a\u6559\u80b2\u5e73\u53f0Coursera\u7684\u5171\u540c\u5275\u8fa6\u4eba\uff0c\u5433\u6069\u9054\u66f4\u66fe\u5148\u5f8c\u4efb\u8077\u65bc\u4e2d\u7f8e\u5169\u570b\u6700\u5927\u7684\u79d1\u6280\u516c\u53f8\u2500\u2500Google\u8207\u767e\u5ea6\u3002\u5728Google\u6642\u671f\uff0c\u5433\u6069\u9054\u5718\u968a\u6700\u8457\u540d\u7684\u7814\u7a76\u4e4b\u4e00\uff0c\u83ab\u904e\u65bc\u4ee5\u975e\u76e3\u7763\u5f0f\u5b78\u7fd2\u65b9\u6cd5\uff0c\u8a13\u7df4\u51fa\u5c0d\u4eba\u81c9\u3001\u4eba\u9ad4\u4ee5\u53ca\u8c93\u81c9\u7279\u5225\u654f\u92b3\u7684\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u3002\u4e4b\u5f8c\u70ba\u4e2d\u570b\u767e\u5ea6\u5ef6\u652c\uff0c\u64d4\u4efb\u7814\u767c\u90e8\u9580\u4e3b\u7ba1\uff0c\u5e36\u52d5\u4e86\u4eba\u624d\u8207\u8cc7\u91d1\u7684\u6d41\u5165\uff0c\u70ba\u4e2d\u570b\u7684AI\u7814\u7a76\u6ce8\u5165\u4e00\u80a1\u6d3b\u6c34\u30022017\u5e74\u96e2\u958b\u767e\u5ea6\u5f8c\uff0c\u5433\u6069\u9054\u81f4\u529b\u65bc\u6253\u7834AI\u5c08\u5c6c\u65bc\u9ad8\u79d1\u6280\u516c\u53f8\u7684\u65e2\u5b9a\u5370\u8c61\uff0c\u5275\u7acb\u81ea\u5df1\u7684\u9867\u554f\u516c\u53f8\u8207\u5275\u6295\u57fa\u91d1\u8f14\u5c0e\u4f01\u696d\u8f49\u578b\u3002<\/p>\n","protected":false},"author":24,"featured_media":37018,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4986,5138,3772,3293],"tags":[5023,5024,5022,3935],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2021\/08\/Andrew-Ng_\u982d\u50cf.png","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/37014"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=37014"}],"version-history":[{"count":6,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/37014\/revisions"}],"predecessor-version":[{"id":37043,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/37014\/revisions\/37043"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/37018"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=37014"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=37014"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=37014"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}