{"id":36989,"date":"2016-04-29T12:01:41","date_gmt":"2016-04-29T04:01:41","guid":{"rendered":"http:\/\/uxren.cn\/?p=36989"},"modified":"2017-01-06T17:27:20","modified_gmt":"2017-01-06T09:27:20","slug":"%e3%80%90to%e6%96%b0%e4%ba%ba%e3%80%91%e5%a4%a7%e6%95%b0%e6%8d%ae%e5%85%a5%e9%97%a8%e7%9a%84%e5%9b%9b%e4%b8%aa%e5%bf%85%e5%a4%87%e5%b8%b8%e8%af%86","status":"publish","type":"post","link":"https:\/\/www.uxren.cn\/?p=36989","title":{"rendered":"\u3010to\u65b0\u4eba\u3011\u5927\u6570\u636e\u5165\u95e8\u7684\u56db\u4e2a\u5fc5\u5907\u5e38\u8bc6"},"content":{"rendered":"<p><a href=\"https:\/\/www.uxren.cn\/wp-content\/uploads\/2016\/04\/bigdata-rumen-00.jpg\"><img loading=\"lazy\" class=\"alignnone size-full wp-image-36994\" alt=\"bigdata-rumen-00\" src=\"https:\/\/www.uxren.cn\/wp-content\/uploads\/2016\/04\/bigdata-rumen-00.jpg\" width=\"600\" height=\"337\" srcset=\"https:\/\/www.uxren.cn\/wp-content\/uploads\/2016\/04\/bigdata-rumen-00.jpg 600w, 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data\uff09<\/h6>\n<p>\u975e\u7ed3\u6784\u6570\u636e\u5e7f\u6cdb\u5b58\u5728\u4e8e\u7535\u5b50\u90ae\u4ef6\u3001\u6587\u6863\u3001\u56fe\u7247\u3001\u97f3\u9891\u3001\u89c6\u9891\uff0c\u4ee5\u53ca\u901a\u8fc7\u535a\u5ba2\u3001\u7ef4\u57fa\uff0c\u5c24\u5176\u662f\u793e\u4ea4\u5a92\u4f53\u4ea7\u751f\u7684\u6570\u636e\u6d41\u3002\u8fd9\u4e9b\u6570\u636e\u4e3a\u4f7f\u7528\u6587\u672c\u5206\u6790\u529f\u80fd\u8fdb\u884c\u5206\u6790\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u6e90\u6cc9\u3002<\/li>\n<li>\n<h6>\u79fb\u52a8\u6570\u636e\uff08Mobile data\uff09<\/h6>\n<p>\u80fd\u591f\u4e0a\u7f51\u7684\u667a\u80fd\u624b\u673a\u548c\u5e73\u677f\u8d8a\u6765\u8d8a\u666e\u904d\u3002\u8fd9\u4e9b\u79fb\u52a8\u8bbe\u5907\u4e0a\u7684App\u90fd\u80fd\u591f\u8ffd\u8e2a\u548c\u6c9f\u901a\u65e0\u6570\u4e8b\u4ef6\uff0c\u4eceApp\u5185\u7684\u4ea4\u6613\u6570\u636e\uff08\u5982\u641c\u7d22\u4ea7\u54c1\u7684\u8bb0\u5f55\u4e8b\u4ef6\uff09\u5230\u4e2a\u4eba\u4fe1\u606f\u8d44\u6599\u6216\u72b6\u6001\u62a5\u544a\u4e8b\u4ef6\uff08\u5982\u5730\u70b9\u53d8\u66f4\u5373\u62a5\u544a\u4e00\u4e2a\u65b0\u7684\u5730\u7406\u7f16\u7801\uff09\u3002<\/li>\n<li>\n<h6>\u673a\u5668\u548c\u4f20\u611f\u5668\u6570\u636e\uff08Machine and sensor 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\/>\n\u7528\u4e8e\u6062\u590d\u4ece\u5c5e\u53d8\u91cf\u548c\u4e00\u4e2a\u53ca\u4e00\u4e2a\u4ee5\u4e0a\u72ec\u7acb\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u5e2e\u52a9\u51b3\u5b9a\u4ece\u5c5e\u53d8\u91cf\u5982\u4f55\u6839\u636e\u72ec\u7acb\u53d8\u91cf\u7684\u53d8\u5316\u800c\u53d8\u5316\u3002\u6bd4\u5982\u4f7f\u7528\u5730\u7406\u6570\u636e\u3001\u51c0\u6536\u5165\u3001\u590f\u65e5\u5e73\u5747\u6e29\u5ea6\u548c\u5360\u5730\u9762\u79ef\u9884\u6d4b\u8d22\u4ea7\u7684\u672a\u6765\u8d70\u5411\u3002<\/li>\n<li>\u8054\u5408\u548c\u9879\u76ee\u96c6\u6316\u6398\uff1a<br \/>\n\u5728\u5927\u6570\u636e\u96c6\u4e2d\u5bfb\u627e\u53d8\u91cf\u4e4b\u95f4\u7684\u76f8\u5173\u5173\u7cfb\u3002\u6bd4\u5982\u5b83\u53ef\u4ee5\u5e2e\u52a9\u547c\u53eb\u4e2d\u5fc3\u4ee3\u8868\u63d0\u4f9b\u57fa\u4e8e\u547c\u53eb\u8005\u5ba2\u6237\u7ec6\u5206\u3001\u5173\u7cfb\u548c\u6295\u8bc9\u7c7b\u578b\u7684\u66f4\u7cbe\u51c6\u7684\u4fe1\u606f\u3002<\/li>\n<li>\u76f8\u4f3c\u6027\u548c\u8054\u7cfb\uff1a<br \/>\n\u7528\u4e8e\u975e\u76f4\u63a5\u7684\u96c6\u7fa4\u7b97\u6cd5\u3002\u76f8\u4f3c\u6027\u79ef\u5206\u7b97\u6cd5\u53ef\u7528\u4e8e\u51b3\u5b9a\u5907\u7528\u96c6\u7fa4\u4e2d\u5b9e\u4f53\u7684\u76f8\u4f3c\u6027\u3002<\/li>\n<li>\u795e\u7ecf\u7f51\u7edc\uff1a<br \/>\n\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u975e\u76f4\u63a5\u5206\u6790\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h5>\u4eba\u4eec\u901a\u8fc7\u6570\u636e\u5206\u6790\u5de5\u5177\u4e86\u89e3\u4ec0\u4e48<\/h5>\n<ul>\n<li>\u6570\u636e\u79d1\u5b66\u5bb6\u4eec\uff0c\u4ed6\u4eec\u60f3\u4f7f\u7528\u66f4\u590d\u6742\u7684\u6570\u636e\u7c7b\u578b\u5b9e\u73b0\u66f4\u590d\u6742\u7684\u5206\u6790\uff0c\u719f\u77e5\u5982\u4f55\u8bbe\u8ba1\uff0c\u5982\u4f55\u5e94\u7528\u57fa\u7840\u6a21\u578b\u6765\u8bc4\u4f30\u5185\u5728\u503e\u5411\u6027\u6216\u504f\u5dee\u3002<\/li>\n<li>\u4e1a\u52a1\u5206\u6790\u5e08\uff0c\u4ed6\u4eec\u66f4\u50cf\u662f\u968f\u6027\u7684\u7528\u6237\uff0c\u60f3\u8981\u7528\u6570\u636e\u6765\u5b9e\u73b0\u4e3b\u52a8\u6570\u636e\u53d1\u73b0\uff0c\u6216\u8005\u5b9e\u73b0\u73b0\u6709\u4fe1\u606f\u548c\u90e8\u5206\u9884\u6d4b\u5206\u6790\u7684\u53ef\u89c6\u5316\u3002<\/li>\n<li>\u4f01\u4e1a\u7ecf\u7406\uff0c\u4ed6\u4eec\u60f3\u8981\u4e86\u89e3\u6a21\u578b\u548c\u7ed3\u8bba\u3002<\/li>\n<li>IT\u5f00\u53d1\u4eba\u5458\uff0c\u4ed6\u4eec\u4e3a\u4ee5\u4e0a\u6240\u6709\u7c7b\u7528\u6237\u63d0\u4f9b\u652f\u6301\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h5>\u5982\u4f55\u9009\u62e9\u6700\u9002\u5408\u7684\u5927\u6570\u636e\u5206\u6790\u8f6f\u4ef6<\/h5>\n<p>\u5206\u6790\u5e08\u7684\u4e13\u4e1a\u77e5\u8bc6\u548c\u6280\u80fd\u3002\u6709\u4e9b\u5de5\u5177\u7684\u76ee\u6807\u53d7\u4f17\u662f\u65b0\u624b\u7528\u6237\uff0c\u6709\u7684\u662f\u4e13\u4e1a\u6570\u636e\u5206\u6790\u5e08\uff0c\u6709\u7684\u5219\u662f\u9488\u5bf9\u8fd9\u4e24\u79cd\u53d7\u4f17\u8bbe\u8ba1\u7684\u3002<\/p>\n<ul>\n<li>\n<h6>\u5206\u6790\u591a\u6837\u6027\u3002<\/h6>\n<p>\u6839\u636e\u4e0d\u540c\u7684\u7528\u6237\u6848\u4f8b\u548c\u5e94\u7528\uff0c\u4f01\u4e1a\u7528\u6237\u53ef\u80fd\u9700\u8981\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u5206\u6790\u529f\u80fd\uff0c\u4f7f\u7528\u7279\u5b9a\u7c7b\u578b\u7684\u5efa\u6a21\uff08\u4f8b\u5982\u56de\u5f52\u3001\u805a\u7c7b\u3001\u5206\u5272\u3001\u884c\u4e3a\u5efa\u6a21\u548c\u51b3\u7b56\u6811\uff09\u3002\u8fd9\u4e9b\u529f\u80fd\u5df2\u7ecf\u80fd\u591f\u5e7f\u6cdb\u652f\u6301\u9ad8\u6c34\u5e73\u3001\u4e0d\u540c\u5f62\u5f0f\u7684\u5206\u6790\u5efa\u6a21\uff0c\u4f46\u662f\u8fd8\u662f\u6709\u4e00\u4e9b\u5382\u5546\u6295\u5165\u6570\u5341\u5e74\u7684\u7cbe\u529b\uff0c\u8c03\u6574\u4e0d\u540c\u7248\u672c\u7684\u7b97\u6cd5\uff0c\u589e\u52a0\u66f4\u52a0\u9ad8\u7ea7\u7684\u529f\u80fd\u3002\u7406\u89e3\u54ea\u4e9b\u6a21\u578b\u4e0e\u4f01\u4e1a\u9762\u4e34\u7684\u95ee\u9898\u6700\u76f8\u5173\uff0c\u6839\u636e\u4ea7\u54c1\u5982\u4f55\u6700\u597d\u5730\u6ee1\u8db3\u7528\u6237\u7684\u4e1a\u52a1\u9700\u6c42\u8fdb\u884c\u4ea7\u54c1\u8bc4\u4f30\uff0c\u8fd9\u4e9b\u90fd\u975e\u5e38\u91cd\u8981\u3002<\/li>\n<li>\n<h6>\u6570\u636e\u8303\u56f4\u5206\u6790\u3002<\/h6>\n<p>\u8981\u5206\u6790\u7684\u6570\u636e\u8303\u56f4\u6d89\u53ca\u5f88\u591a\u65b9\u9762\uff0c\u5982\u7ed3\u6784\u5316\u548c\u975e\u7ed3\u6784\u5316\u4fe1\u606f\uff0c\u4f20\u7edf\u7684\u672c\u5730\u6570\u636e\u5e93\u548c\u6570\u636e\u4ed3\u5e93\u3001\u57fa\u4e8e\u4e91\u7aef\u7684\u6570\u636e\u6e90\uff0c\u5927\u6570\u636e\u5e73\u53f0\uff08\u5982Hadoop\uff09\u4e0a\u7684\u6570\u636e\u7ba1\u7406\u7b49\u3002\u4f46\u662f\uff0c\u4e0d\u540c\u4ea7\u54c1\u5bf9\u975e\u4f20\u7edf\u6570\u636e\u6e56\uff08\u5728Hadoop\u5185\u6216\u5176\u4ed6\u7528\u4e8e\u63d0\u4f9b\u6a2a\u5411\u6269\u5c55\u7684NoSQL\u6570\u636e\u7ba1\u7406\u7cfb\u7edf\u5185\uff09\u4e0a\u7684\u6570\u636e\u7ba1\u7406\u63d0\u4f9b\u7684\u652f\u6301\u7a0b\u5ea6\u4e0d\u4e00\u3002\u5982\u4f55\u9009\u62e9\u4ea7\u54c1\uff0c\u4f01\u4e1a\u5fc5\u987b\u8003\u8651\u83b7\u53d6\u548c\u5904\u7406\u6570\u636e\u91cf\u53ca\u6570\u636e\u79cd\u7c7b\u7684\u7279\u5b9a\u9700\u6c42\u3002<\/li>\n<li>\n<h6>\u534f\u4f5c\u3002<\/h6>\n<p>\u4f01\u4e1a\u89c4\u6a21\u8d8a\u5927\uff0c\u8d8a\u6709\u53ef\u80fd\u9700\u8981\u8de8\u90e8\u95e8\u3001\u5728\u8bf8\u591a\u5206\u6790\u5e08\u4e4b\u95f4\u5206\u4eab\u5206\u6790\u3001\u6a21\u578b\u548c\u5e94\u7528\u3002\u4f01\u4e1a\u5982\u679c\u6709\u5f88\u591a\u5206\u6790\u5e08\u5206\u5e03\u5728\u5404\u90e8\u95e8\uff0c\u5bf9\u7ed3\u679c\u5982\u4f55\u8fdb\u884c\u89e3\u91ca\u548c\u5206\u6790\uff0c\u53ef\u80fd\u4f1a\u9700\u8981\u589e\u52a0\u66f4\u591a\u7684\u5171\u4eab\u6a21\u578b\u548c\u534f\u4f5c\u7684\u65b9\u6cd5\u3002<\/li>\n<li>\n<h6>\u8bb8\u53ef\u8bc1\u4e66\u548c\u7ef4\u62a4\u9884\u7b97\u3002<\/h6>\n<p>\u51e0\u4e4e\u6240\u6709\u5382\u5546\u7684\u4ea7\u54c1\u90fd\u5206\u4e0d\u540c\u7684\u7248\u672c\uff0c\u8d2d\u4e70\u8d39\u7528\u548c\u6574\u4e2a\u8fd0\u8425\u6210\u672c\u5404\u4e0d\u76f8\u540c\u3002\u8bb8\u53ef\u8bc1\u4e66\u8d39\u7528\u4e0e\u7279\u6027\u3001\u529f\u80fd\u3001\u5bf9\u5206\u6790\u6570\u636e\u7684\u91cf\u6216\u8005\u4ea7\u54c1\u53ef\u4f7f\u7528\u7684\u8282\u70b9\u6570\u7684\u9650\u5236\u6210\u6b63\u6bd4\u3002<\/li>\n<li>\u6613\u7528\u6027\u3002\u6ca1\u6709\u7edf\u8ba1\u80cc\u666f\u7684\u5546\u4e1a\u5206\u6790\u5e08\u662f\u5426\u4e5f\u80fd\u591f\u8f7b\u677e\u5730\u5f00\u53d1\u5206\u6790\u548c\u5e94\u7528\u5462\uff1f\u786e\u5b9a\u4ea7\u54c1\u662f\u5426\u63d0\u4f9b\u4e86\u65b9\u4fbf\u5f00\u53d1\u548c\u5206\u6790\u7684\u53ef\u89c6\u5316\u65b9\u6cd5\u3002<\/li>\n<li>\n<h6>\u975e\u7ed3\u6784\u5316\u6570\u636e\u4f7f\u7528\u7387\u3002<\/h6>\n<p>\u786e\u8ba4\u4ea7\u54c1\u80fd\u591f\u4f7f\u7528\u4e0d\u540c\u7c7b\u578b\u7684\u975e\u7ed3\u6784\u5316\u6570\u636e\uff08\u6587\u6863\u3001\u7535\u5b50\u90ae\u4ef6\u3001\u56fe\u50cf\u3001\u89c6\u9891\u3001\u6f14\u793a\u6587\u7a3f\u3001\u793e\u4ea4\u5a92\u4f53\u6e20\u9053\u4fe1\u606f\u7b49\uff09\uff0c\u5e76\u4e14\u80fd\u591f\u89e3\u6790\u548c\u5229\u7528\u6536\u5230\u7684\u4fe1\u606f\u3002<\/li>\n<li>\n<h6>\u53ef\u6269\u5c55\u6027\u548c\u53ef\u4f38\u7f29\u6027\u3002<\/h6>\n<p>\u968f\u7740\u6570\u636e\u91cf\u7684\u4e0d\u65ad\u589e\u957f\u548c\u6570\u636e\u7ba1\u7406\u5e73\u53f0\u7684\u4e0d\u65ad\u6269\u5c55\uff0c\u8981\u8bc4\u4f30\u4e0d\u540c\u7684\u5206\u6790\u4ea7\u54c1\u5982\u4f55\u8ddf\u968f\u5904\u7406\u4e0e\u5b58\u50a8\u5bb9\u91cf\u7684\u589e\u957f\u800c\u589e\u957f\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h4><span style=\"color: #3366ff;\">\u4e09\u3001\u5982\u4f55\u533a\u5206\u4e09\u4e2a\u5927\u6570\u636e\u70ed\u95e8\u804c\u4e1a\u2014\u2014\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u6570\u636e\u5de5\u7a0b\u5e08\u3001\u6570\u636e\u5206\u6790\u5e08<\/span><\/h4>\n<p>\u968f\u7740\u5927\u6570\u636e\u7684\u6108\u6f14\u6108\u70ed\uff0c\u76f8\u5173\u5927\u6570\u636e\u7684\u804c\u4e1a\u4e5f\u6210\u4e3a\u70ed\u95e8\uff0c\u7ed9\u4eba\u624d\u53d1\u5c55\u5e26\u6765\u5e26\u6765\u4e86\u5f88\u591a\u673a\u4f1a\u3002\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u6570\u636e\u5de5\u7a0b\u5e08\u3001\u6570\u636e\u5206\u6790\u5e08\u5df2\u7ecf\u6210\u4e3a\u5927\u6570\u636e\u884c\u4e1a\u6700\u70ed\u95e8\u7684\u804c\u4f4d\u3002\u5b83\u4eec\u662f\u5982\u4f55\u5b9a\u4e49\u7684\uff1f\u5177\u4f53\u662f\u505a\u4ec0\u4e48\u5de5\u4f5c\u7684\uff1f\u9700\u8981\u54ea\u4e9b\u6280\u80fd\uff1f\u8ba9\u6211\u4eec\u4e00\u8d77\u6765\u770b\u770b\u5427\u3002<\/p>\n<p>\u8fd93\u4e2a\u804c\u4e1a\u662f\u5982\u4f55\u5b9a\u4f4d\u7684\uff1f<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>\n<h6>\u6570\u636e\u79d1\u5b66\u5bb6\u662f\u4e2a\u4ec0\u4e48\u6837\u7684\u5b58\u5728<\/h6>\n<p>\u6570\u636e\u79d1\u5b66\u5bb6\u662f\u6307\u80fd\u91c7\u7528\u79d1\u5b66\u65b9\u6cd5\u3001\u8fd0\u7528\u6570\u636e\u6316\u6398\u5de5\u5177\u5bf9\u590d\u6742\u591a\u91cf\u7684\u6570\u5b57\u3001\u7b26\u53f7\u3001\u6587\u5b57\u3001\u7f51\u5740\u3001\u97f3\u9891\u6216\u89c6\u9891\u7b49\u4fe1\u606f\u8fdb\u884c\u6570\u5b57\u5316\u91cd\u73b0\u4e0e\u8ba4\u8bc6\uff0c\u5e76\u80fd\u5bfb\u627e\u65b0\u7684\u6570\u636e\u6d1e\u5bdf\u7684\u5de5\u7a0b\u5e08\u6216\u4e13\u5bb6(\u4e0d\u540c\u4e8e\u7edf\u8ba1\u5b66\u5bb6\u6216\u5206\u6790\u5e08)\u3002<\/li>\n<li>\n<h6>\u6570\u636e\u5de5\u7a0b\u5e08\u662f\u5982\u4f55\u5b9a\u4e49\u7684<\/h6>\n<p>\u6570\u636e\u5de5\u7a0b\u5e08\u4e00\u822c\u88ab\u5b9a\u4e49\u6210\u201c\u6df1\u523b\u7406\u89e3\u7edf\u8ba1\u5b66\u79d1\u7684\u660e\u661f\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u201d\u3002\u5982\u679c\u4f60\u6b63\u4e3a\u4e00\u4e2a\u5546\u4e1a\u95ee\u9898\u70e6\u607c\uff0c\u90a3\u4e48\u4f60\u9700\u8981\u4e00\u4e2a\u6570\u636e\u5de5\u7a0b\u5e08\u3002\u4ed6\u4eec\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u4ed6\u4eec\u501f\u7531\u6e05\u6670\u6570\u636e\u521b\u5efa\u6570\u636e\u7ba1\u9053\u7684\u80fd\u529b\u3002\u5145\u5206\u4e86\u89e3\u6587\u4ef6\u7cfb\u7edf\uff0c\u5206\u5e03\u5f0f\u8ba1\u7b97\u4e0e\u6570\u636e\u5e93\u662f\u6210\u4e3a\u4e00\u4f4d\u4f18\u79c0\u6570\u636e\u5de5\u7a0b\u5e08\u7684\u5fc5\u8981\u6280\u80fd\u3002<br \/>\n\u6570\u636e\u5de5\u7a0b\u5e08\u5bf9\u6f14\u7b97\u6cd5\u6709\u76f8\u5f53\u597d\u7684\u7406\u89e3\u3002\u56e0\u6b64\uff0c\u6570\u636e\u5de5\u7a0b\u5e08\u7406\u5e94\u80fd\u8fd0\u884c\u57fa\u672c\u6570\u636e\u6a21\u578b\u3002\u5546\u4e1a\u9700\u6c42\u7684\u9ad8\u7aef\u5316\u50ac\u751f\u4e86\u6f14\u7b97\u9ad8\u5ea6\u590d\u6742\u5316\u7684\u9700\u6c42\u3002\u5f88\u591a\u65f6\u5019\uff0c\u8fd9\u4e9b\u9700\u6c42\u8d85\u8fc7\u4e86\u6570\u636e\u5de5\u7a0b\u5e08\u638c\u63e1\u77e5\u8bc6\u8303\u56f4\uff0c\u8fd9\u4e2a\u65f6\u5019\u4f60\u5c31\u9700\u8981\u6253\u7535\u8bdd\u5bfb\u6c42\u6570\u636e\u79d1\u5b66\u5bb6\u7684\u5e2e\u52a9\u3002<\/li>\n<li>\n<h6>\u6570\u636e\u5206\u6790\u5e08\u8be5\u5982\u4f55\u7406\u89e3<\/h6>\n<p>\u6570\u636e\u5206\u6790\u5e08\u6307\u7684\u662f\u4e0d\u540c\u884c\u4e1a\u4e2d\uff0c\u4e13\u95e8\u4ece\u4e8b\u884c\u4e1a\u6570\u636e\u641c\u96c6\u3001\u6574\u7406\u3001\u5206\u6790\uff0c\u5e76\u4f9d\u636e\u6570\u636e\u505a\u51fa\u884c\u4e1a\u7814\u7a76\u3001\u8bc4\u4f30\u548c\u9884\u6d4b\u7684\u4e13\u4e1a\u4eba\u5458\u3002\u4ed6\u4eec\u77e5\u9053\u5982\u4f55\u63d0\u51fa\u6b63\u786e\u7684\u95ee\u9898\uff0c\u975e\u5e38\u5584\u4e8e\u6570\u636e\u5206\u6790\uff0c\u6570\u636e\u53ef\u89c6\u5316\u548c\u6570\u636e\u5448\u73b0\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h5>\u8fd93\u4e2a\u804c\u4e1a\u5177\u4f53\u6709\u4ec0\u4e48\u804c\u8d23<\/h5>\n<ul>\n<li>\n<h6>\u6570\u636e\u79d1\u5b66\u5bb6\u7684\u5de5\u4f5c\u804c\u8d23<\/h6>\n<p>\u6570\u636e\u79d1\u5b66\u5bb6\u503e\u5411\u4e8e\u7528\u63a2\u7d22\u6570\u636e\u7684\u65b9\u5f0f\u6765\u770b\u5f85\u5468\u56f4\u7684\u4e16\u754c\u3002\u628a\u5927\u91cf\u6563\u4e71\u7684\u6570\u636e\u53d8\u6210\u7ed3\u6784\u5316\u7684\u53ef\u4f9b\u5206\u6790\u7684\u6570\u636e\uff0c\u8fd8\u8981\u627e\u51fa\u4e30\u5bcc\u7684\u6570\u636e\u6e90\uff0c\u6574\u5408\u5176\u4ed6\u53ef\u80fd\u4e0d\u5b8c\u6574\u7684\u6570\u636e\u6e90\uff0c\u5e76\u6e05\u7406\u6210\u7ed3\u679c\u6570\u636e\u96c6\u3002\u65b0\u7684\u7ade\u4e89\u73af\u5883\u4e2d\uff0c\u6311\u6218\u4e0d\u65ad\u5730\u53d8\u5316\uff0c\u65b0\u6570\u636e\u4e0d\u65ad\u5730\u6d41\u5165\uff0c\u6570\u636e\u79d1\u5b66\u5bb6\u9700\u8981\u5e2e\u52a9\u51b3\u7b56\u8005\u7a7f\u68ad\u4e8e\u5404\u79cd\u5206\u6790\uff0c\u4ece\u4e34\u65f6\u6570\u636e\u5206\u6790\u5230\u6301\u7eed\u7684\u6570\u636e\u4ea4\u4e92\u5206\u6790\u3002\u5f53\u4ed6\u4eec\u6709\u6240\u53d1\u73b0\uff0c\u4fbf\u4ea4\u6d41\u4ed6\u4eec\u7684\u53d1\u73b0\uff0c\u5efa\u8bae\u65b0\u7684\u4e1a\u52a1\u65b9\u5411\u3002\u4ed6\u4eec\u5f88\u6709\u521b\u9020\u529b\u7684\u5c55\u793a\u89c6\u89c9\u5316\u7684\u4fe1\u606f\uff0c\u4e5f\u8ba9\u627e\u5230\u7684\u6a21\u5f0f\u6e05\u6670\u800c\u6709\u8bf4\u670d\u529b\u3002\u628a\u8574\u542b\u5728\u6570\u636e\u4e2d\u7684\u89c4\u5f8b\u5efa\u8bae\u7ed9Boss\uff0c\u4ece\u800c\u5f71\u54cd\u4ea7\u54c1\uff0c\u6d41\u7a0b\u548c\u51b3\u7b56\u3002<\/li>\n<li>\n<h6>\u6570\u636e\u5de5\u7a0b\u5e08\u7684\u5de5\u4f5c\u804c\u8d23<\/h6>\n<p>\u5206\u6790\u5386\u53f2\u3001\u9884\u6d4b\u672a\u6765\u3001\u4f18\u5316\u9009\u62e9\uff0c\u8fd9\u662f\u5927\u6570\u636e\u5de5\u7a0b\u5e08\u5728\u201c\u73a9\u6570\u636e\u201d\u65f6\u6700\u91cd\u8981\u7684\u4e09\u5927\u4efb\u52a1\u3002\u901a\u8fc7\u8fd9\u4e09\u4e2a\u5de5\u4f5c\u65b9\u5411\uff0c\u4ed6\u4eec\u5e2e\u52a9\u4f01\u4e1a\u505a\u51fa\u66f4\u597d\u7684\u5546\u4e1a\u51b3\u7b56\u3002<br \/>\n\u5927\u6570\u636e\u5de5\u7a0b\u5e08\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u5de5\u4f5c\uff0c\u5c31\u662f\u901a\u8fc7\u5206\u6790\u6570\u636e\u6765\u627e\u51fa\u8fc7\u53bb\u4e8b\u4ef6\u7684\u7279\u5f81\u3002\u6bd4\u5982\uff0c\u817e\u8baf\u7684\u6570\u636e\u56e2\u961f\u6b63\u5728\u642d\u5efa\u4e00\u4e2a\u6570\u636e\u4ed3\u5e93\uff0c\u628a\u516c\u53f8\u6240\u6709\u7f51\u7edc\u5e73\u53f0\u4e0a\u6570\u91cf\u5e9e\u5927\u3001\u4e0d\u89c4\u6574\u7684\u6570\u636e\u4fe1\u606f\u8fdb\u884c\u68b3\u7406\uff0c\u603b\u7ed3\u51fa\u53ef\u4f9b\u67e5\u8be2\u7684\u7279\u5f81\uff0c\u6765\u652f\u6301\u516c\u53f8\u5404\u7c7b\u4e1a\u52a1\u5bf9\u6570\u636e\u7684\u9700\u6c42\uff0c\u5305\u62ec\u5e7f\u544a\u6295\u653e\u3001\u6e38\u620f\u5f00\u53d1\u3001\u793e\u4ea4\u7f51\u7edc\u7b49\u3002<br \/>\n\u627e\u51fa\u8fc7\u53bb\u4e8b\u4ef6\u7684\u7279\u5f81\uff0c\u6700\u5927\u7684\u4f5c\u7528\u662f\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u66f4\u597d\u5730\u8ba4\u8bc6\u6d88\u8d39\u8005\u3002\u901a\u8fc7\u5206\u6790\u7528\u6237\u4ee5\u5f80\u7684\u884c\u4e3a\u8f68\u8ff9\uff0c\u5c31\u80fd\u591f\u4e86\u89e3\u8fd9\u4e2a\u4eba\uff0c\u5e76\u9884\u6d4b\u4ed6\u7684\u884c\u4e3a\u3002<br \/>\n\u901a\u8fc7\u5f15\u5165\u5173\u952e\u56e0\u7d20\uff0c\u5927\u6570\u636e\u5de5\u7a0b\u5e08\u53ef\u4ee5\u9884\u6d4b\u672a\u6765\u7684\u6d88\u8d39\u8d8b\u52bf\u3002\u5728\u963f\u91cc\u5988\u5988\u7684\u8425\u9500\u5e73\u53f0\u4e0a\uff0c\u5de5\u7a0b\u5e08\u6b63\u8bd5\u56fe\u901a\u8fc7\u5f15\u5165\u6c14\u8c61\u6570\u636e\u6765\u5e2e\u52a9\u6dd8\u5b9d\u5356\u5bb6\u505a\u751f\u610f\u3002\u6bd4\u5982\u4eca\u5e74\u590f\u5929\u4e0d\u70ed\uff0c\u5f88\u53ef\u80fd\u67d0\u4e9b\u4ea7\u54c1\u5c31\u6ca1\u6709\u53bb\u5e74\u7545\u9500\uff0c\u9664\u4e86\u7a7a\u8c03\u3001\u7535\u6247\uff0c\u80cc\u5fc3\u3001\u6e38\u6cf3\u8863\u7b49\u90fd\u53ef\u80fd\u4f1a\u53d7\u5176\u5f71\u54cd\u3002\u90a3\u4e48\u6211\u4eec\u5c31\u4f1a\u5efa\u7acb\u6c14\u8c61\u6570\u636e\u548c\u9500\u552e\u6570\u636e\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u627e\u5230\u4e0e\u4e4b\u76f8\u5173\u7684\u54c1\u7c7b\uff0c\u63d0\u524d\u8b66\u793a\u5356\u5bb6\u5468\u8f6c\u5e93\u5b58\u3002<br \/>\n\u6839\u636e\u4e0d\u540c\u4f01\u4e1a\u7684\u4e1a\u52a1\u6027\u8d28\uff0c\u5927\u6570\u636e\u5de5\u7a0b\u5e08\u53ef\u4ee5\u901a\u8fc7\u6570\u636e\u5206\u6790\u6765\u8fbe\u5230\u4e0d\u540c\u7684\u76ee\u7684\u3002\u4ee5\u817e\u8baf\u6765\u8bf4\uff0c\u80fd\u53cd\u6620\u5927\u6570\u636e\u5de5\u7a0b\u5e08\u5de5\u4f5c\u7684\u6700\u7b80\u5355\u76f4\u63a5\u7684\u4f8b\u5b50\u5c31\u662f\u9009\u9879\u6d4b\u8bd5\uff08AB Test\uff09\uff0c\u5373\u5e2e\u52a9\u4ea7\u54c1\u7ecf\u7406\u5728A\u3001B\u4e24\u4e2a\u5907\u9009\u65b9\u6848\u4e2d\u505a\u51fa\u9009\u62e9\u3002\u5728\u8fc7\u53bb\uff0c\u51b3\u7b56\u8005\u53ea\u80fd\u4f9d\u636e\u7ecf\u9a8c\u8fdb\u884c\u5224\u65ad\uff0c\u4f46\u5982\u4eca\u5927\u6570\u636e\u5de5\u7a0b\u5e08\u53ef\u4ee5\u901a\u8fc7\u5927\u8303\u56f4\u5730\u5b9e\u65f6\u6d4b\u8bd5\u2014\u6bd4\u5982\uff0c\u5728\u793e\u4ea4\u7f51\u7edc\u4ea7\u54c1\u7684\u4f8b\u5b50\u4e2d\uff0c\u8ba9\u4e00\u534a\u7528\u6237\u770b\u5230A\u754c\u9762\uff0c\u53e6\u4e00\u534a\u4f7f\u7528B\u754c\u9762\uff0c\u89c2\u5bdf\u7edf\u8ba1\u4e00\u6bb5\u65f6\u95f4\u5185\u7684\u70b9\u51fb\u7387\u548c\u8f6c\u5316\u7387\uff0c\u4ee5\u6b64\u5e2e\u52a9\u5e02\u573a\u90e8\u505a\u51fa\u6700\u7ec8\u9009\u62e9\u3002<\/li>\n<li>\n<h6>\u6570\u636e\u5206\u6790\u5e08\u7684\u5de5\u4f5c\u804c\u8d23<\/h6>\n<p>\u4e92\u8054\u7f51\u672c\u8eab\u5177\u6709\u6570\u5b57\u5316\u548c\u4e92\u52a8\u6027\u7684\u7279\u5f81\uff0c\u8fd9\u79cd\u5c5e\u6027\u7279\u5f81\u7ed9\u6570\u636e\u641c\u96c6\u3001\u6574\u7406\u3001\u7814\u7a76\u5e26\u6765\u4e86\u9769\u547d\u6027\u7684\u7a81\u7834\u3002\u4ee5\u5f80\u201c\u539f\u5b50\u4e16\u754c\u201d\u4e2d\u6570\u636e\u5206\u6790\u5e08\u8981\u82b1\u8f83\u9ad8\u7684\u6210\u672c\uff08\u8d44\u91d1\u3001\u8d44\u6e90\u548c\u65f6\u95f4\uff09\u83b7\u53d6\u652f\u6491\u7814\u7a76\u3001\u5206\u6790\u7684\u6570\u636e\uff0c\u6570\u636e\u7684\u4e30\u5bcc\u6027\u3001\u5168\u9762\u6027\u3001\u8fde\u7eed\u6027\u548c\u53ca\u65f6\u6027\u90fd\u6bd4\u4e92\u8054\u7f51\u65f6\u4ee3\u5dee\u5f88\u591a\u3002<br \/>\n\u4e0e\u4f20\u7edf\u7684\u6570\u636e\u5206\u6790\u5e08\u76f8\u6bd4\uff0c\u4e92\u8054\u7f51\u65f6\u4ee3\u7684\u6570\u636e\u5206\u6790\u5e08\u9762\u4e34\u7684\u4e0d\u662f\u6570\u636e\u532e\u4e4f\uff0c\u800c\u662f\u6570\u636e\u8fc7\u5269\u3002\u56e0\u6b64\uff0c\u4e92\u8054\u7f51\u65f6\u4ee3\u7684\u6570\u636e\u5206\u6790\u5e08\u5fc5\u987b\u5b66\u4f1a\u501f\u52a9\u6280\u672f\u624b\u6bb5\u8fdb\u884c\u9ad8\u6548\u7684\u6570\u636e\u5904\u7406\u3002\u66f4\u4e3a\u91cd\u8981\u7684\u662f\uff0c\u4e92\u8054\u7f51\u65f6\u4ee3\u7684\u6570\u636e\u5206\u6790\u5e08\u8981\u4e0d\u65ad\u5728\u6570\u636e\u7814\u7a76\u7684\u65b9\u6cd5\u8bba\u65b9\u9762\u8fdb\u884c\u521b\u65b0\u548c\u7a81\u7834\u3002<br \/>\n\u5c31\u884c\u4e1a\u800c\u8a00\uff0c\u6570\u636e\u5206\u6790\u5e08\u7684\u4ef7\u503c\u4e0e\u6b64\u7c7b\u4f3c\u3002\u5c31\u65b0\u95fb\u51fa\u7248\u884c\u4e1a\u800c\u8a00\uff0c\u65e0\u8bba\u5728\u4efb\u4f55\u65f6\u4ee3\uff0c\u5a92\u4f53\u8fd0\u8425\u8005\u80fd\u5426\u51c6\u786e\u3001\u8be6\u7ec6\u548c\u53ca\u65f6\u5730\u4e86\u89e3\u53d7\u4f17\u72b6\u51b5\u548c\u53d8\u5316\u8d8b\u52bf\uff0c\u90fd\u662f\u5a92\u4f53\u6210\u8d25\u7684\u5173\u952e\u3002<br \/>\n\u6b64\u5916\uff0c\u5bf9\u4e8e\u65b0\u95fb\u51fa\u7248\u7b49\u5185\u5bb9\u4ea7\u4e1a\u6765\u8bf4\uff0c\u66f4\u4e3a\u5173\u952e\u7684\u662f\uff0c\u6570\u636e\u5206\u6790\u5e08\u53ef\u4ee5\u53d1\u6325\u5185\u5bb9\u6d88\u8d39\u8005\u6570\u636e\u5206\u6790\u7684\u804c\u80fd\uff0c\u8fd9\u662f\u652f\u6491\u65b0\u95fb\u51fa\u7248\u673a\u6784\u6539\u5584\u5ba2\u6237\u670d\u52a1\u7684\u5173\u952e\u804c\u80fd\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h5>\u60f3\u8981\u4ece\u4e8b\u8fd93\u4e2a\u804c\u4e1a\u9700\u8981\u638c\u63e1\u4ec0\u4e48\u6280\u80fd\uff1f<\/h5>\n<h6>A. \u6570\u636e\u79d1\u5b66\u5bb6\u9700\u8981\u638c\u63e1\u7684\u6280\u80fd<\/h6>\n<p>1\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66<\/p>\n<p>\u4e00\u822c\u6765\u8bf4\uff0c\u6570\u636e\u79d1\u5b66\u5bb6\u5927\u591a\u8981\u6c42\u5177\u5907\u7f16\u7a0b\u3001\u8ba1\u7b97\u673a\u79d1\u5b66\u76f8\u5173\u7684\u4e13\u4e1a\u80cc\u666f\u3002\u7b80\u5355\u6765\u8bf4\uff0c\u5c31\u662f\u5bf9\u5904\u7406\u5927\u6570\u636e\u6240\u5fc5\u9700\u7684hadoop\u3001Mahout\u7b49\u5927\u89c4\u6a21\u5e76\u884c\u5904\u7406\u6280\u672f\u4e0e\u673a\u5668\u5b66\u4e60\u76f8\u5173\u7684\u6280\u80fd\u3002<\/p>\n<p>2\uff0c\u6570\u5b66\u3001\u7edf\u8ba1\u3001\u6570\u636e\u6316\u6398\u7b49<\/p>\n<p>\u9664\u4e86\u6570\u5b66\u3001\u7edf\u8ba1\u65b9\u9762\u7684\u7d20\u517b\u4e4b\u5916\uff0c\u8fd8\u9700\u8981\u5177\u5907\u4f7f\u7528SPSS\u3001SAS\u7b49\u4e3b\u6d41\u7edf\u8ba1\u5206\u6790\u8f6f\u4ef6\u7684\u6280\u80fd\u3002\u5176\u4e2d\uff0c\u9762\u5411\u7edf\u8ba1\u5206\u6790\u7684\u5f00\u6e90\u7f16\u7a0b\u8bed\u8a00\u53ca\u5176\u8fd0\u884c\u73af\u5883\u201cR\u201d\u6700\u8fd1\u5907\u53d7\u77a9\u76ee\u3002R\u7684\u5f3a\u9879\u4e0d\u4ec5\u5728\u4e8e\u5176\u5305\u542b\u4e86\u4e30\u5bcc\u7684\u7edf\u8ba1\u5206\u6790\u5e93\uff0c\u800c\u4e14\u5177\u5907\u5c06\u7ed3\u679c\u8fdb\u884c\u53ef\u89c6\u5316\u7684\u9ad8\u54c1\u8d28\u56fe\u8868\u751f\u6210\u529f\u80fd\uff0c\u5e76\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u3002\u6b64\u5916\uff0c\u5b83\u8fd8\u5177\u5907\u79f0\u4e3aCRAN(The Comprehensive R Archive Network)\u7684\u5305\u6269\u5c55\u673a\u5236\uff0c\u901a\u8fc7\u5bfc\u5165\u6269\u5c55\u5305\u5c31\u53ef\u4ee5\u4f7f\u7528\u6807\u51c6\u72b6\u6001\u4e0b\u6240\u4e0d\u652f\u6301\u7684\u51fd\u6570\u548c\u6570\u636e\u96c6\u3002<\/p>\n<p>3\uff0c\u6570\u636e\u53ef\u89c6\u5316(Visualization)<\/p>\n<p>\u4fe1\u606f\u7684\u8d28\u91cf\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f9d\u8d56\u4e8e\u5176\u8868\u8fbe\u65b9\u5f0f\u3002\u5bf9\u6570\u5b57\u7f57\u5217\u6240\u7ec4\u6210\u7684\u6570\u636e\u4e2d\u6240\u5305\u542b\u7684\u610f\u4e49\u8fdb\u884c\u5206\u6790\uff0c\u5f00\u53d1Web\u539f\u578b\uff0c\u4f7f\u7528\u5916\u90e8API\u5c06\u56fe\u8868\u3001\u5730\u56fe\u3001Dashboard\u7b49\u5176\u4ed6\u670d\u52a1\u7edf\u4e00\u8d77\u6765\uff0c\u4ece\u800c\u4f7f\u5206\u6790\u7ed3\u679c\u53ef\u89c6\u5316\uff0c\u8fd9\u662f\u5bf9\u4e8e\u6570\u636e\u79d1\u5b66\u5bb6\u6765\u8bf4\u5341\u5206\u91cd\u8981\u7684\u6280\u80fd\u4e4b\u4e00\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6>B. \u6570\u636e\u5de5\u7a0b\u5e08\u9700\u8981\u638c\u63e1\u7684\u6280\u80fd<\/h6>\n<p>1\uff0c\u6570\u5b66\u53ca\u7edf\u8ba1\u5b66\u76f8\u5173\u7684\u80cc\u666f<\/p>\n<p>\u5bf9\u4e8e\u5927\u6570\u636e\u5de5\u7a0b\u5e08\u7684\u8981\u6c42\u90fd\u662f\u5e0c\u671b\u662f\u7edf\u8ba1\u5b66\u548c\u6570\u5b66\u80cc\u666f\u7684\u7855\u58eb\u6216\u535a\u58eb\u5b66\u5386\u3002\u7f3a\u4e4f\u7406\u8bba\u80cc\u666f\u7684\u6570\u636e\u5de5\u4f5c\u8005\uff0c\u66f4\u5bb9\u6613\u8fdb\u5165\u4e00\u4e2a\u6280\u80fd\u4e0a\u7684\u5371\u9669\u533a\u57df\uff08Danger Zone\uff09\u2014\u4e00\u5806\u6570\u5b57\uff0c\u6309\u7167\u4e0d\u540c\u7684\u6570\u636e\u6a21\u578b\u548c\u7b97\u6cd5\u603b\u80fd\u636f\u996c\u51fa\u4e00\u4e9b\u7ed3\u679c\u6765\uff0c\u4f46\u5982\u679c\u4f60\u4e0d\u77e5\u9053\u90a3\u4ee3\u8868\u4ec0\u4e48\uff0c\u5c31\u5e76\u4e0d\u662f\u771f\u6b63\u6709\u610f\u4e49\u7684\u7ed3\u679c\uff0c\u5e76\u4e14\u90a3\u6837\u7684\u7ed3\u679c\u8fd8\u5bb9\u6613\u8bef\u5bfc\u4f60\u3002\u53ea\u6709\u5177\u5907\u4e00\u5b9a\u7684\u7406\u8bba\u77e5\u8bc6\uff0c\u624d\u80fd\u7406\u89e3\u6a21\u578b\u3001\u590d\u7528\u6a21\u578b\u751a\u81f3\u521b\u65b0\u6a21\u578b\uff0c\u6765\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\u3002<\/p>\n<p>2\uff0c\u8ba1\u7b97\u673a\u7f16\u7801\u80fd\u529b<\/p>\n<p>\u5b9e\u9645\u5f00\u53d1\u80fd\u529b\u548c\u5927\u89c4\u6a21\u7684\u6570\u636e\u5904\u7406\u80fd\u529b\u662f\u4f5c\u4e3a\u5927\u6570\u636e\u5de5\u7a0b\u5e08\u7684\u4e00\u4e9b\u5fc5\u5907\u8981\u7d20\u3002\u56e0\u4e3a\u8bb8\u591a\u6570\u636e\u7684\u4ef7\u503c\u6765\u81ea\u4e8e\u6316\u6398\u7684\u8fc7\u7a0b\uff0c\u4f60\u5fc5\u987b\u4eb2\u81ea\u52a8\u624b\u624d\u80fd\u53d1\u73b0\u91d1\u5b50\u7684\u4ef7\u503c\u3002\u4e3e\u4f8b\u6765\u8bf4\uff0c\u73b0\u5728\u4eba\u4eec\u5728\u793e\u4ea4\u7f51\u7edc\u4e0a\u6240\u4ea7\u751f\u7684\u8bb8\u591a\u8bb0\u5f55\u90fd\u662f\u975e\u7ed3\u6784\u5316\u7684\u6570\u636e\uff0c\u5982\u4f55\u4ece\u8fd9\u4e9b\u6beb\u65e0\u5934\u7eea\u7684\u6587\u5b57\u3001\u8bed\u97f3\u3001\u56fe\u50cf\u751a\u81f3\u89c6\u9891\u4e2d\u652b\u53d6\u6709\u610f\u4e49\u7684\u4fe1\u606f\u5c31\u9700\u8981\u5927\u6570\u636e\u5de5\u7a0b\u5e08\u4eb2\u81ea\u6316\u6398\u3002\u5373\u4f7f\u5728\u67d0\u4e9b\u56e2\u961f\u4e2d\uff0c\u5927\u6570\u636e\u5de5\u7a0b\u5e08\u7684\u804c\u8d23\u4ee5\u5546\u4e1a\u5206\u6790\u4e3a\u4e3b\uff0c\u4f46\u4e5f\u8981\u719f\u6089\u8ba1\u7b97\u673a\u5904\u7406\u5927\u6570\u636e\u7684\u65b9\u5f0f\u3002<\/p>\n<p>3\uff0c\u5bf9\u7279\u5b9a\u5e94\u7528\u9886\u57df\u6216\u884c\u4e1a\u7684\u77e5\u8bc6<\/p>\n<p>\u5927\u6570\u636e\u5de5\u7a0b\u5e08\u8fd9\u4e2a\u89d2\u8272\u5f88\u91cd\u8981\u7684\u4e00\u70b9\u662f\uff0c\u4e0d\u80fd\u8131\u79bb\u5e02\u573a\uff0c\u56e0\u4e3a\u5927\u6570\u636e\u53ea\u6709\u548c\u7279\u5b9a\u9886\u57df\u7684\u5e94\u7528\u7ed3\u5408\u8d77\u6765\u624d\u80fd\u4ea7\u751f\u4ef7\u503c\u3002\u6240\u4ee5\uff0c\u5728\u67d0\u4e2a\u6216\u591a\u4e2a\u5782\u76f4\u884c\u4e1a\u7684\u7ecf\u5386\u80fd\u4e3a\u5e94\u8058\u8005\u79ef\u7d2f\u5bf9\u884c\u4e1a\u7684\u8ba4\u77e5\uff0c\u5bf9\u4e8e\u4e4b\u540e\u6210\u4e3a\u5927\u6570\u636e\u5de5\u7a0b\u5e08\u6709\u5f88\u5927\u5e2e\u52a9\uff0c\u56e0\u6b64\u8fd9\u4e5f\u662f\u5e94\u8058\u8fd9\u4e2a\u5c97\u4f4d\u65f6\u8f83\u6709\u8bf4\u670d\u529b\u7684\u52a0\u5206\u9879\u3002<\/p>\n<p>&nbsp;<\/p>\n<h6>C. 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style=\"color: #3366ff;\">\u56db\u3001\u4ece\u83dc\u9e1f\u6210\u4e3a\u6570\u636e\u79d1\u5b66\u5bb6\u7684 9\u6b65\u517b\u6210\u65b9\u6848<\/span><\/h4>\n<p>\u9996\u5148\uff0c\u5404\u4e2a\u516c\u53f8\u5bf9\u6570\u636e\u79d1\u5b66\u5bb6\u7684\u5b9a\u4e49\u5404\u4e0d\u76f8\u540c\uff0c\u5f53\u524d\u8fd8\u6ca1\u6709\u7edf\u4e00\u7684\u5b9a\u4e49\u3002\u4f46\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\uff0c\u4e00\u4e2a\u6570\u636e\u79d1\u5b66\u5bb6\u7ed3\u5408\u4e86\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u4e0e\u7edf\u8ba1\u5b66\u5bb6\u7684\u6280\u80fd\uff0c\u5e76\u4e14\u5728\u4ed6\u6216\u8005\u5979\u5e0c\u671b\u5de5\u4f5c\u7684\u9886\u57df\u6295\u5165\u4e86\u5927\u91cf\u884c\u4e1a\u77e5\u8bc6\u3002<\/p>\n<p>\u5927\u7ea690%\u7684\u6570\u636e\u79d1\u5b66\u5bb6\u81f3\u5c11\u6709\u5927\u5b66\u6559\u80b2\u7ecf\u5386\uff0c\u751a\u81f3\u5230\u535a\u58eb\u4ee5\u53ca\u83b7\u5f97\u535a\u58eb\u5b66\u4f4d\uff0c\u5f53\u7136\uff0c\u4ed6\u4eec\u83b7\u5f97\u7684\u5b66\u4f4d\u7684\u9886\u57df\u975e\u5e38\u5e7f\u6cdb\u3002\u4e00\u4e9b\u62db\u8058\u8005\u751a\u81f3\u53d1\u73b0\u4eba\u6587\u4e13\u4e1a\u7684\u4eba\u4eec\u6709\u6240\u9700\u7684\u521b\u9020\u529b\uff0c\u4ed6\u4eec\u80fd\u6559\u522b\u4eba\u4e00\u4e9b\u5173\u952e\u6280\u80fd\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u6392\u9664\u4e00\u4e2a\u6570\u636e\u79d1\u5b66\u7684\u5b66\u4f4d\u8ba1\u5212(\u4e16\u754c\u5404\u5730\u7684\u8457\u540d\u5927\u5b66\u96e8\u540e\u6625\u7b0b\u822c\u7684\u51fa\u73b0\u7740)\uff0c\u4f60\u9700\u8981\u91c7\u53d6\u4ec0\u4e48\u63aa\u65bd\uff0c\u6210\u4e3a\u4e00\u4e2a\u6570\u636e\u79d1\u5b66\u5bb6?<\/p>\n<p>&nbsp;<\/p>\n<ol>\n<li>\n<h6>\u590d\u4e60\u4f60\u7684\u6570\u5b66\u548c\u7edf\u8ba1\u6280\u80fd\u3002<\/h6>\n<p>\u4e00\u4e2a\u597d\u7684\u6570\u636e\u79d1\u5b66\u5bb6\u5fc5\u987b\u80fd\u591f\u7406\u89e3\u6570\u636e\u544a\u8bc9\u4f60\u7684\u5185\u5bb9\uff0c\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u4f60\u5fc5\u987b\u6709\u624e\u5b9e\u7684\u57fa\u672c\u7ebf\u6027\u4ee3\u6570\uff0c\u5bf9\u7b97\u6cd5\u548c\u7edf\u8ba1\u6280\u80fd\u7684\u7406\u89e3\u3002\u5728\u67d0\u4e9b\u7279\u5b9a\u573a\u5408\u53ef\u80fd\u9700\u8981\u9ad8\u7b49\u6570\u5b66\uff0c\u4f46\u8fd9\u662f\u4e00\u4e2a\u597d\u7684\u5f00\u59cb\u573a\u5408\u3002<\/li>\n<li>\n<h6>\u4e86\u89e3\u673a\u5668\u5b66\u4e60\u7684\u6982\u5ff5\u3002<\/h6>\n<p>\u673a\u5668\u5b66\u4e60\u662f\u4e0b\u4e00\u4e2a\u65b0\u5174\u8bcd\uff0c\u5374\u548c\u5927\u6570\u636e\u6709\u7740\u5343\u4e1d\u4e07\u7f15\u7684\u8054\u7cfb\u3002\u673a\u5668\u5b66\u4e60\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\u5c06\u6570\u636e\u8f6c\u5316\u4e3a\u4ef7\u503c\uff0c\u5e76\u4e14\u65e0\u9700\u663e\u5f0f\u7f16\u7a0b\u3002<\/li>\n<li>\n<h6>\u5b66\u4e60\u4ee3\u7801\u3002<\/h6>\n<p>\u6570\u636e\u79d1\u5b66\u5bb6\u5fc5\u987b\u77e5\u9053\u5982\u4f55\u8c03\u6574\u4ee3\u7801\uff0c\u4ee5\u4fbf\u544a\u8bc9\u8ba1\u7b97\u673a\u5982\u4f55\u5206\u6790\u6570\u636e\u3002\u4ece\u4e00\u4e2a\u5f00\u653e\u6e90\u7801\u7684\u8bed\u8a00\u5982Python\u90a3\u91cc\u5f00\u59cb\u5427\u3002<\/li>\n<li>\n<h6>\u4e86\u89e3\u6570\u636e\u5e93\u3001\u6570\u636e\u6c60\u53ca\u5206\u5e03\u5f0f\u5b58\u50a8\u3002<\/h6>\n<p>\u6570\u636e\u5b58\u50a8\u5728\u6570\u636e\u5e93\u3001\u6570\u636e\u6c60\u6216\u6574\u4e2a\u5206\u5e03\u5f0f\u7f51\u7edc\u4e2d\u3002\u4ee5\u53ca\u5982\u4f55\u5efa\u8bbe\u8fd9\u4e9b\u6570\u636e\u7684\u5b58\u50a8\u5e93\u53d6\u51b3\u4e8e\u4f60\u5982\u4f55\u8bbf\u95ee\u3001\u4f7f\u7528\u3001\u5e76\u5206\u6790\u8fd9\u4e9b\u6570\u636e\u3002\u5982\u679c\u5f53\u4f60\u5efa\u8bbe\u4f60\u7684\u6570\u636e\u5b58\u50a8\u65f6\u6ca1\u6709\u6574\u4f53\u67b6\u6784\u6216\u8005\u8d85\u524d\u89c4\u5212\uff0c\u90a3\u540e\u7eed\u5bf9\u4f60\u7684\u5f71\u54cd\u5c06\u5341\u5206\u6df1\u8fdc\u3002<\/li>\n<li>\n<h6>\u5b66\u4e60\u6570\u636e\u4fee\u6539\u548c\u6570\u636e\u6e05\u6d17\u6280\u672f\u3002<\/h6>\n<p>\u6570\u636e\u4fee\u6539\u662f\u5c06\u539f\u59cb\u6570\u636e\u5230\u53e6\u4e00\u79cd\u66f4\u5bb9\u6613\u8bbf\u95ee\u548c\u5206\u6790\u7684\u683c\u5f0f\u3002\u6570\u636e\u6e05\u7406\u6709\u52a9\u4e8e\u6d88\u9664\u91cd\u590d\u548c\u201c\u574f\u201d\u6570\u636e\u3002\u4e24\u8005\u90fd\u662f\u6570\u636e\u79d1\u5b66\u5bb6\u5de5\u5177\u7bb1\u4e2d\u7684\u5fc5\u5907\u5de5\u5177\u3002<\/li>\n<li>\n<h6>\u4e86\u89e3\u826f\u597d\u7684\u6570\u636e\u53ef\u89c6\u5316\u548c\u62a5\u544a\u7684\u57fa\u672c\u77e5\u8bc6\u3002<\/h6>\n<p>\u4f60\u4e0d\u5fc5\u6210\u4e3a\u4e00\u4e2a\u5e73\u9762\u8bbe\u8ba1\u5e08\uff0c\u4f46\u4f60\u786e\u5b9e\u9700\u8981\u6df1\u8c19\u5982\u4f55\u521b\u5efa\u6570\u636e\u62a5\u544a\uff0c\u4fbf\u4e8e\u5916\u884c\u7684\u4eba\u6bd4\u5982\u4f60\u7684\u7ecf\u7406\u6216CEO\u53ef\u4ee5\u7406\u89e3\u3002<\/li>\n<li>\n<h6>\u6dfb\u52a0\u66f4\u591a\u7684\u5de5\u5177\u5230\u60a8\u7684\u5de5\u5177\u7bb1\u3002<\/h6>\n<p>\u4e00\u65e6\u4f60\u638c\u63e1\u4e86\u4ee5\u4e0a\u6280\u5de7\uff0c\u662f\u65f6\u5019\u6269\u5927\u4f60\u7684\u6570\u636e\u79d1\u5b66\u5de5\u5177\u7bb1\u4e86\uff0c\u5305\u62ecHadoop\u3001R\u8bed\u8a00\u548cSpark\u3002\u8fd9\u4e9b\u5de5\u5177\u7684\u4f7f\u7528\u7ecf\u9a8c\u548c\u77e5\u8bc6\u5c06\u8ba9\u4f60\u5904\u4e8e\u5927\u91cf\u6570\u636e\u79d1\u5b66\u6c42\u804c\u8005\u4e4b\u4e0a\u3002<\/li>\n<li>\n<h6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style=\"font-size: 14px; line-height: 1.5em;\">\u6587\u7ae0\u5185\u5bb9\u6574\u7406\u6765\u6f14\uff1a<a href=\"http:\/\/blog.moojnn.com\" target=\"_blank\">http:\/\/blog.moojnn.com<\/a><a href=\"http:\/\/mp.weixin.qq.com\/s?src=3&amp;timestamp=1461810761&amp;ver=1&amp;signature=Q-Rl3yjMkp4h60qAPnU3s4o2Mq*r2lwVMUtCiHQCoIRcHBr1*xQnt8kdxMsm0je5TGzNABAwCd1Edyox4MjR5XoNqv03WJsjScAc8UG1hRXfeD8vMZMQMqGW-ZLE8KWkONk11hBtkoK0Q9kZLjK1eg==\" target=\"_blank\"><br \/>\n<\/a><\/span><\/address>\n<address>\u5934\u56fe\u6765\u6e90\uff1a<a href=\"http:\/\/www.bigdata-careers.com\" target=\"_blank\">http:\/\/www.bigdata-careers.com<\/a><\/address>\n<address><span style=\"font-size: 14px; line-height: 1.5em;\">========================================<\/span><\/address>\n<p><span style=\"color: #3366ff;\">\u4e0d\u77e5\u4e0d\u89c9UXRen\u793e\u533a\u5b98\u7f51\u5df2\u7ecf2\u5c81\u4e86\uff0c 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