{"id":149651,"date":"2020-08-31T00:06:07","date_gmt":"2020-08-30T16:06:07","guid":{"rendered":"http:\/\/4563.org\/?p=149651"},"modified":"2020-08-31T00:06:07","modified_gmt":"2020-08-30T16:06:07","slug":"%e5%8c%97%e4%ba%ac%e6%b5%b7%e6%b7%80%ef%bc%8c%e6%9c%89%e7%9c%8b%e6%8e%a8%e8%8d%90%e7%ae%97%e6%b3%95%e6%9c%ba%e4%bc%9a%e7%9a%84%e5%90%97%ef%bc%9f%e7%a6%8f%e5%88%a9%e5%be%85%e9%81%87%e5%a5%bd%ef%bc%8c","status":"publish","type":"post","link":"http:\/\/4563.org\/?p=149651","title":{"rendered":"\u5317\u4eac\u6d77\u6dc0\uff0c\u6709\u770b\u63a8\u8350\u7b97\u6cd5\u673a\u4f1a\u7684\u5417\uff1f\u798f\u5229\u5f85\u9047\u597d\uff0c\u76f4\u63a5\u9762\u8bd5\uff0c\u6b22\u8fce\u8fdb\u6765\u804a\u804a~~"},"content":{"rendered":"<div>\n<div>\n<div>\n<h1>                  \u5317\u4eac\u6d77\u6dc0\uff0c\u6709\u770b\u63a8\u8350\u7b97\u6cd5\u673a\u4f1a\u7684\u5417\uff1f\u798f\u5229\u5f85\u9047\u597d\uff0c\u76f4\u63a5\u9762\u8bd5\uff0c\u6b22\u8fce\u8fdb\u6765\u804a\u804a~~               <\/h1>\n<p> <\/p>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : shuxuanshu <\/span>  <span><i><\/i> 15<\/span> <\/div>\n<div> <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div isfirst=\"1\">                        \u516c\u53f8\u4ecb\u7ecd\uff1a<br \/>\u6211\u4eec\u662f\u4e00\u5bb6\u6b63\u5728\u9ad8\u901f\u6210\u957f\u7684 startup\uff0c\u4ea7\u54c1\u662f\u4e00\u6b3e\u9762\u5411\u6d77\u5916\u5e02\u573a\u7684\u5185\u5bb9\u805a\u5408 app \u3002\u6211\u4eec\u662f\u4e00\u4e2a\u4e2d\u897f\u7ed3\u5408\u7684\u56e2\u961f\uff0c\u65e2\u6709\u65e9\u671f\u5934\u6761\u7684\u8d44\u6df1 PM\uff0c\u53c8\u6709\u6765\u81ea\u7845\u8c37 Google Airbnb \u7684\u9876\u5c16\u5de5\u7a0b\u5e08\u3002\u76ee\u524d\u5df2\u7ecf\u83b7\u5f97\u56fd\u9645\u9876\u7ea7\u4e00\u7ebf VC \u7684\u6295\u8d44\u3002\u51fa\u6d77\u662f\u4e00\u4e2a\u975e\u5e38\u4e0d\u9519\u7684\u65b9\u5411\uff0c\u5e0c\u671b\u6709\u5fd7\u4e4b\u58eb\u4e0d\u8981\u9519\u8fc7\u3002<\/p>\n<p>\u62db\u8058\u804c\u4f4d\uff1a\u63a8\u8350\u7b97\u6cd5\u5de5\u7a0b\u5e08 40k-80k<\/p>\n<p>\u5de5\u4f5c\u5730\u70b9\uff1a\u5317\u4eac\u6d77\u6dc0\u533a\u77e5\u6625\u8def<\/p>\n<p>\u5c97\u4f4d\u8981\u6c42\uff1a <br \/>1.\u6df1\u5165\u79d1\u7814\u80fd\u529b\u5f3a\uff0c\u52a8\u624b\u80fd\u529b\u5f3a\uff0c\u80fd\u72ec\u7acb\u5206\u6790\u89e3\u51b3\u95ee\u9898\uff0c\u8ddf\u8fdb\u6700\u65b0\u7b97\u6cd5\u524d\u6cbf\u8fdb\u5c55\u5e76\u80fd\u5e94\u7528\u548c\u521b\u65b0\uff1b<br \/>2.\u6709\u8f83\u597d\u7684\u7cfb\u7edf\u7f16\u7a0b\u80fd\u529b\uff0c\u5b9e\u6218\u80fd\u529b\u597d\uff1b<br \/>3.\u719f\u7ec3\u638c\u63e1 Tensorflow\/Caffe\/PyTorch\/Mxnet \u4e00\u79cd\u6846\u67b6\u5f00\u53d1\uff1b<br \/>4.\u6709\u63a8\u8350\u7cfb\u7edf \/\u641c\u7d22 \/\u5e7f\u544a\u7b49\u76f8\u5173\u7b97\u6cd5\u7ecf\u9a8c\u7684\u4f18\u5148\uff1b<br \/>5.\u6709 NIPS\/ICML\/IJCAI\/RecSys\/AAAI\/KDD \u7b49\u9879\u76ee\u6216\u671f\u520a\u8bba\u6587\u8005\u4f18\u5148\uff1b<br \/>6.\u719f\u6089 python\/C++\/scala\uff0c\u6709\u5927\u6570\u636e\u8ba1\u7b97\u6846\u67b6\u5982 Hadoop,Spark \u5f00\u53d1\u7ecf\u9a8c\u8005\u4f18\u5148\uff1b<br \/>7.\u6709\u5927\u89c4\u6a21\u673a\u5668\u5b66\u4e60\u7814\u7a76\u6216\u5206\u5e03\u5f0f\u8ba1\u7b97\u7ecf\u9a8c\u4f18\u5148\uff0c\u5728\u5e76\u884c\u7b97\u6cd5\u4f18\u5316\u3001\u5e76\u884c\u901a\u4fe1\u4f18\u5316\u6709\u7ecf\u9a8c\u3002<\/p>\n<p>\u5c97\u4f4d\u804c\u8d23\uff1a <br \/>1.\u8d1f\u8d23\u4ea7\u54c1\u7684\u4e2a\u6027\u5316\u63a8\u8350\u7b97\u6cd5\u7814\u7a76\uff0c\u8ddf\u8fdb\u524d\u6cbf\u7b97\u6cd5\u5728\u63a8\u8350\u7cfb\u7edf\u7684\u521b\u65b0\u5e94\u7528\uff0c\u6bd4\u5982\u8d1f\u8d23\u7528\u6237\u8868\u793a\u5b66\u4e60\uff0cLSTM\/Transformer\/Graph Embedding \u5bf9\u7528\u6237\u884c\u4e3a\u5efa\u6a21\uff1b<br \/>2.\u8d1f\u8d23\u7814\u7a76\u6392\u5e8f\u6a21\u578b\uff0cListwise \u6392\u5e8f\u6a21\u578b\uff0c\u591a\u76ee\u6807\u7684\u7f51\u7edc\u8bbe\u8ba1\u5b9e\u73b0\u3001\u5f3a\u5316\u5b66\u4e60 RL \u5728 App \u5185\u6d88\u8d39\u4e92\u52a8\u7684\u5efa\u6a21\u7b49\uff1b<br \/>3.\u7814\u7a76\u7684\u7b97\u6cd5\u80fd\u5f71\u54cd\u6bcf\u5929\u4e0a\u4ebf\u7528\u6237\u7684\u6d88\u8d39\uff0c\u5185\u5bb9\u5f62\u6001\u4e30\u5bcc\u5305\u62ec\u56fe\u50cf\u3001\u6587\u672c\u3001\u89c6\u9891\u3001\u97f3\u9891\uff0c\u7814\u7a76\u7684\u7b97\u6cd5\u9700\u8981\u80fd\u5e94\u7528\u5230\u4ea7\u54c1\u4e2d\uff0c\u9762\u5bf9\u9ad8\u5e76\u53d1\u7684\u573a\u666f\uff0c\u7b97\u6cd5\u5de5\u7a0b\u90fd\u5145\u6ee1\u6311\u6218\uff0c\u56e0\u6b64\u5e0c\u671b\u7b97\u6cd5\u5de5\u7a0b\u5e76\u91cd\uff0c\u9664\u4e86\u7b97\u6cd5\u80fd\u529b\uff0c\u6700\u597d\u6709\u8f83\u597d\u7684 Machine Learning System \u7684\u7cfb\u7edf\u7f16\u7a0b\u80fd\u529b\u3002<\/p>\n<p>\u5728\u8fd9\u91cc\u4f60\u80fd\u83b7\u5f97\uff1a<br \/>&#8211; 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