{"id":50438,"date":"2023-03-05T18:19:09","date_gmt":"2023-11-18T01:38:56","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e8%bf%9b%e8%a1%8c%e6%95%b0%e6%8d%ae%e6%8c%96%e6%8e%98%e6%89%80%e9%9c%80%e7%9a%84%e6%8a%80%e5%b7%a7%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f\/"},"modified":"2024-04-29T17:30:41","modified_gmt":"2024-04-29T09:30:41","slug":"%e8%bf%9b%e8%a1%8c%e6%95%b0%e6%8d%ae%e6%8c%96%e6%8e%98%e6%89%80%e9%9c%80%e7%9a%84%e6%8a%80%e5%b7%a7%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e8%bf%9b%e8%a1%8c%e6%95%b0%e6%8d%ae%e6%8c%96%e6%8e%98%e6%89%80%e9%9c%80%e7%9a%84%e6%8a%80%e5%b7%a7%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f\/","title":{"rendered":"\u8fdb\u884c\u6570\u636e\u6316\u6398\u6240\u9700\u7684\u6280\u5de7\u662f\u4ec0\u4e48\uff1f"},"content":{"rendered":"<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d916d913a08637a6df897\/0-0.png\" alt=\"data-mining.png\" \/><\/div>\n<h1>\u6570\u636e\u6316\u6398\u662f\u6307\u4ece\u5927\u91cf\u6570\u636e\u4e2d\u63d0\u53d6\u51fa\u6709\u7528\u4fe1\u606f\u7684\u8fc7\u7a0b\u3002<\/h1>\n<p>\u6570\u636e\u6316\u6398\u662f\u4ece\u5e9e\u5927\u7684\u6570\u636e\u4e2d\u6316\u6398\u6709\u6548\u4fe1\u606f\u7684\u6280\u672f\uff0c\u6b63\u5982\u8fd9\u4e2a\u8bcd\u6240\u63cf\u8ff0\u7684\u4e00\u6837\u3002\u5b83\u5229\u7528\u7edf\u8ba1\u5b66\u548c\u4eba\u5de5\u667a\u80fd\u7b49\u5206\u6790\u65b9\u6cd5\uff0c\u6765\u53d1\u73b0\u6570\u636e\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u548c\u9690\u85cf\u7684\u6a21\u5f0f\u7b49\u5206\u6790\u65b9\u6cd5\u3002<\/p>\n<p>\u6570\u636e\u6316\u6398\u662f\u6570\u636e\u79d1\u5b66\u9886\u57df\u4e2d\u7684\u91cd\u8981\u6280\u672f\u3002\u6839\u636eGlassdoor\u7684\u300c\u7f8e\u56fd\u6700\u4f7350\u4e2a\u5de5\u4f5c\u300d\u6392\u884c\u699c\uff0c\u6570\u636e\u6316\u6398\u57282016\u5e74\u81f32018\u5e74\u671f\u95f4\u88ab\u8bc4\u4e3a\u7f8e\u56fd\u6700\u4f73\u5de5\u4f5c\u7684\u7b2c\u4e00\u540d\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u4e0e2016\u5e74\u76841700\u4e2a\u62db\u8058\u4fe1\u606f\u76f8\u6bd4\uff0c\u8fd9\u4e24\u5e74\u5185\u7684\u62db\u8058\u5c97\u4f4d\u6570\u91cf\u589e\u957f\u4e86160\uff05\u3002\u6211\u4eec\u9884\u8ba1\uff0c\u5728\u672a\u6765\u51e0\u5e74\u91cc\uff0c\u5bf9\u5177\u5907\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u6570\u636e\u5206\u6790\u6280\u80fd\u7684\u4eba\u624d\u7684\u9700\u6c42\u5c06\u6301\u7eed\u589e\u52a0\u3002<\/p>\n<p>\u672c\u6587\u5c06\u4ece\u6570\u636e\u6316\u6398\u7684\u57fa\u672c\u6982\u5ff5\u5f00\u59cb\uff0c\u4ecb\u7ecd\u6570\u636e\u6316\u6398\u6240\u9700\u7684\u6280\u80fd\u3002<\/p>\n<h1>\u8ba1\u7b97\u673a\u79d1\u5b66\u6280\u80fd<\/h1>\n<p>1. \u7f16\u7a0b\/\u7edf\u8ba1\u8bed\u8a00: R\u3001Python\u3001C ++\u3001Java\u3001Matlab\u3001SQL\u3001SAS\u3001Unix Shell\/ awk \/ sed\u2026<\/p>\n<p>\u6570\u636e\u6316\u6398\u5bf9\u7f16\u7a0b\u6709\u7740\u5f88\u5927\u7684\u4f9d\u8d56\uff0c\u5173\u4e8e\u6570\u636e\u6316\u6398\u6700\u9002\u5408\u7684\u8bed\u8a00\u7684\u7591\u95ee\u8fd8\u6ca1\u6709\u5b9a\u8bba\u3002\u5f53\u7136\uff0c\u66f4\u591a\u53d6\u51b3\u4e8e\u6240\u5904\u7406\u7684\u6570\u636e\u96c6\u3002\u6839\u636eKD Nuggets\u7684\u8c03\u67e5\uff0cR\u548cPython\u662f\u6700\u53d7\u6b22\u8fce\u7684\u6570\u636e\u79d1\u5b66\u7f16\u7a0b\u8bed\u8a00\u3002<\/p>\n<blockquote><p>\u66f4\u591a\u8d44\u6e90\uff1a<br \/>\n\u5b66\u4e60\u54ea\u79cd\u8bed\u8a00\u4ee5\u8fdb\u884c\u6570\u636e\u79d1\u5b66 [Freecode Camp]<br \/>\n\u5728R\u4e2d\u8fdb\u884c\u6570\u636e\u6316\u6398\u7b97\u6cd5 [Wikibooks]<br \/>\n\u6700\u9002\u5408\u6570\u636e\u6316\u6398\u7684Python\u6a21\u5757 [KD Nuggets]<\/p><\/blockquote>\n<p>2. \u5927\u6570\u636e\u5904\u7406\u6846\u67b6\uff1aHadoop\u3001Storm\u3001Samza\u3001Spark\u3001Flink<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d916d913a08637a6df897\/11-0.png\" alt=\"big-data-processing-frameworks.png\" \/><\/div>\n<p>Hadoop\u548cSpark\u662f\u76ee\u524d\u4e3a\u6b62\u88ab\u6700\u5e7f\u6cdb\u91c7\u7528\u7684\u6846\u67b6\u3002Hadoop\u662f\u9002\u5408\u65e0\u65f6\u95f4\u9650\u5236\u7684\u6279\u5904\u7406\u5de5\u4f5c\u8d1f\u8f7d\u7684\u4f4e\u6210\u672c\u9009\u9879\uff0c\u76f8\u6bd4\u5176\u4ed6\u6846\u67b6\uff0c\u5b9e\u65bd\u6210\u672c\u8f83\u4f4e\u3002\u800cSpark\u5219\u63d0\u4f9b\u9002\u7528\u4e8e\u5404\u79cd\u6df7\u5408\u5de5\u4f5c\u8d1f\u8f7d\u7684\u9009\u9879\uff0c\u63d0\u4f9b\u6d41\u5f0f\u9ad8\u901f\u6279\u5904\u7406\u548c\u5fae\u6279\u5904\u7406\u3002<\/p>\n<blockquote><p>\u66f4\u591a\u8d44\u6e90\uff1a<br \/>\nHadoop\u3001Storm\u3001Samza\u3001Spark\u3001Flink\uff1a\u5927\u6570\u636e\u6846\u67b6\u7684\u6bd4\u8f83 [Digital Ocean]<br \/>\n\u7528\u4e8e\u6570\u636e\u6316\u6398\u7684\u6570\u636e\u5904\u7406\u6846\u67b6[Google Scholar]<\/p><\/blockquote>\n<p>3. \u64cd\u4f5c\u7cfb\u7edf\uff1aLinux<\/p>\n<p>Linux\u662f\u4e00\u79cd\u53d7\u6570\u636e\u6316\u6398\u79d1\u5b66\u5bb6\u559c\u6b22\u7684\u64cd\u4f5c\u7cfb\u7edf\uff0c\u5b83\u53ef\u4ee5\u66f4\u7a33\u5b9a\u548c\u9ad8\u6548\u5730\u64cd\u4f5c\u5927\u89c4\u6a21\u6570\u636e\u96c6\u3002\u4e86\u89e3Linux\u7684\u5e38\u7528\u547d\u4ee4\uff0c\u5e76\u80fd\u591f\u5c06Spark\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\u5f15\u5165Linux\u5c06\u662f\u4e00\u4e2a\u4f18\u52bf\u3002<\/p>\n<blockquote><p>\u4e3a\u4ec0\u4e48\u5728\u6570\u636e\u79d1\u5b66\u548cR\u9886\u57df\u4e2d\u5e94\u8be5\u4f7f\u7528Linux\u64cd\u4f5c\u7cfb\u7edf\u7684\u66f4\u591a\u8d44\u6e90\uff1f [PATRICK SCHRATZ]<\/p><\/blockquote>\n<p>4. \u6570\u636e\u5e93\u77e5\u8bc6\uff1a\u5173\u7cfb\u578b\u6570\u636e\u5e93\u548c\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u3002<\/p>\n<p>\u8981\u7ba1\u7406\u548c\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\uff0c\u9700\u8981\u5177\u5907\u5173\u4e8e\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff08\u5982SQL\u6216Oracle\uff09\u6216\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7684\u77e5\u8bc6\u3002\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7684\u4e3b\u8981\u7c7b\u578b\u5305\u62ec\uff1a\u5217\u5f0f\u6570\u636e\u5e93\uff0c\u5982Cassandra\u548cHBase\uff1b\u6587\u6863\u578b\u6570\u636e\u5e93\uff0c\u5982MongoDB\u548cCouchDB\uff1b\u952e\u503c\u578b\u6570\u636e\u5e93\uff0c\u5982Redis\u548cDynamo\u3002<\/p>\n<h1>\u7edf\u8ba1\u548c\u7b97\u6cd5\u6280\u80fd<\/h1>\n<p>5. \u57fa\u672c\u7edf\u8ba1\u77e5\u8bc6\uff1a\u6982\u7387\u3001\u6982\u7387\u5206\u5e03\u3001\u76f8\u5173\u6027\u3001\u56de\u5f52\u3001\u7ebf\u6027\u4ee3\u6570\u3001\u6982\u7387\u8fc7\u7a0b&#8230;<\/p>\n<p>\u8bf7\u56de\u60f3\u4e00\u4e0b\u6570\u636e\u6316\u6398\u7684\u5b9a\u4e49\u3002\u6211\u4eec\u5df2\u7ecf\u77e5\u9053\u6570\u636e\u6316\u6398\u4e0d\u4ec5\u6d89\u53ca\u7f16\u7801\u548c\u8ba1\u7b97\u673a\u79d1\u5b66\uff0c\u800c\u4e14\u662f\u591a\u4e2a\u9886\u57df\u4e4b\u95f4\u7684\u4ea4\u96c6\u3002\u7edf\u8ba1\u5b66\u662f\u6570\u636e\u6316\u6398\u4e13\u4e1a\u4eba\u5458\u5fc5\u4e0d\u53ef\u5c11\u7684\u57fa\u7840\u77e5\u8bc6\u3002\u901a\u8fc7\u7edf\u8ba1\u5b66\uff0c\u6211\u4eec\u53ef\u4ee5\u7279\u5b9a\u95ee\u9898\uff0c\u5e76\u5f97\u51fa\u66f4\u51c6\u786e\u7684\u7ed3\u8bba\uff0c\u533a\u5206\u56e0\u679c\u5173\u7cfb\u548c\u76f8\u5173\u5173\u7cfb\uff0c\u4ee5\u53ca\u5b9a\u91cf\u5316\u53d1\u73b0\u7684\u53ef\u9760\u6027\u3002<\/p>\n<blockquote><p>\u66f4\u591a\u8d44\u6e90\uff1a<br \/>\n\u5e94\u8be5\u4e86\u89e3\u7684\u6570\u636e\u79d1\u5b66\u7edf\u8ba1\u5b66\u77e5\u8bc6 [Quora]<br \/>\n\u7528\u4e8e\u6570\u636e\u6316\u6398\u7684\u7edf\u8ba1\u65b9\u6cd5 [Research Gate]<\/p><\/blockquote>\n<p>6. \u6570\u636e\u7ed3\u6784\u548c\u7b97\u6cd5<\/p>\n<p>\u6570\u636e\u7ed3\u6784\u5305\u62ec\u6570\u7ec4\u3001\u94fe\u8868\u3001\u6808\u3001\u961f\u5217\u3001\u6811\u7ed3\u6784\u3001\u54c8\u5e0c\u8868\u3001\u96c6\u5408\u7b49\u3002\u5e38\u89c1\u7684\u7b97\u6cd5\u5305\u62ec\u6392\u5e8f\u7b97\u6cd5\u3001\u641c\u7d22\u7b97\u6cd5\u3001\u52a8\u6001\u89c4\u5212\u3001\u9012\u5f52\u7b49\u3002<\/p>\n<p>\u5982\u679c\u4f60\u638c\u63e1\u4e86\u6570\u636e\u7ed3\u6784\u548c\u7b97\u6cd5\uff0c\u5bf9\u4e8e\u6570\u636e\u6316\u6398\u5c06\u975e\u5e38\u6709\u5e2e\u52a9\u3002\u8fd9\u6709\u52a9\u4e8e\u5728\u5904\u7406\u5927\u91cf\u6570\u636e\u65f6\u601d\u8003\u51fa\u66f4\u5177\u521b\u9020\u529b\u548c\u9ad8\u6548\u7684\u7b97\u6cd5\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<blockquote><p>\u66f4\u591a\u8d44\u6e90\uff1a<br \/>\n\u6570\u636e\u3001\u7ed3\u6784\u548c\u6570\u636e\u79d1\u5b66\u6d41\u7a0b [IBM Developer]<br \/>\nCoursera\uff1a\u6570\u636e\u7ed3\u6784\u4e0e\u7b97\u6cd5 [\u52a0\u5229\u798f\u5c3c\u4e9a\u5927\u5b66\u5723\u5730\u4e9a\u54e5\u5206\u6821]<\/p><\/blockquote>\n<p>7. \u673a\u5668\u5b66\u4e60\/\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5<\/p>\n<p>\u8fd9\u662f\u6570\u636e\u6316\u6398\u4e2d\u6700\u91cd\u8981\u7684\u90e8\u5206\u4e4b\u4e00\u3002\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u53ef\u4ee5\u6784\u5efa\u6837\u672c\u6570\u636e\u7684\u6570\u5b66\u6a21\u578b\uff0c\u7528\u4e8e\u9884\u6d4b\u6216\u51b3\u7b56\uff0c\u800c\u4e0d\u9700\u8981\u660e\u786e\u5730\u7f16\u7a0b\u6765\u6267\u884c\u4efb\u52a1\u3002\u800c\u6df1\u5ea6\u5b66\u4e60\u662f\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u7684\u4e00\u90e8\u5206\uff0c\u8986\u76d6\u4e86\u66f4\u5e7f\u6cdb\u7684\u9886\u57df\u3002\u673a\u5668\u5b66\u4e60\u548c\u6570\u636e\u6316\u6398\u901a\u5e38\u91c7\u7528\u76f8\u540c\u7684\u65b9\u6cd5\uff0c\u5e76\u4e14\u6709\u76f8\u5f53\u7a0b\u5ea6\u7684\u91cd\u53e0\u3002<\/p>\n<blockquote><p>\u66f4\u591a\u8d44\u6e90\uff1a<br \/>\n\u4f7f\u7528Python\u548cR\u4ee3\u7801\u5b9e\u73b0\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u6280\u5de7 [Analytics Vidhya]<br \/>\n\u51fa\u8272\u7684\u673a\u5668\u5b66\u4e60\u6846\u67b6\u3001\u5e93\u548c\u8f6f\u4ef6\u7684\u7b56\u5212\u5217\u8868\uff08\u6309\u8bed\u8a00\u5206\u7c7b\uff09[Github josephmisiti]<\/p><\/blockquote>\n<p>\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/p>\n<p>\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u662f\u8ba1\u7b97\u673a\u79d1\u5b66\u548c\u4eba\u5de5\u667a\u80fd\u7684\u4e00\u4e2a\u5b50\u9886\u57df\uff0c\u5b83\u5e2e\u52a9\u8ba1\u7b97\u673a\u7406\u89e3\u3001\u89e3\u91ca\u548c\u64cd\u4f5c\u4eba\u7c7b\u8bed\u8a00\u3002NLP\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u8bcd\u8bed\u5206\u5272\u3001\u53e5\u6cd5\u548c\u8bed\u4e49\u5206\u6790\u3001\u81ea\u52a8\u6458\u8981\u4ee5\u53ca\u6587\u672c\u542b\u4e49\u7b49\u65b9\u9762\u3002\u5bf9\u4e8e\u9700\u8981\u5904\u7406\u5927\u91cf\u6587\u672c\u7684\u6570\u636e\u6316\u6398\u4eba\u5458\u6765\u8bf4\uff0c\u4e86\u89e3NLP\u7b97\u6cd5\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u6280\u80fd\u3002<\/p>\n<blockquote><p>\u66f4\u591a\u8d44\u6e90\uff1a<br \/>\n\u9002\u7528\u4e8e\u6570\u636e\u79d1\u5b66\u5bb6\u768410\u4e2aNLP\u4efb\u52a1 [Analytics Vidhya]<br \/>\n\u4f18\u79c0\u7684\u673a\u5668\u5b66\u4e60\u6846\u67b6\u3001\u5e93\u548c\u8f6f\u4ef6\u7684\u641c\u96c6\u5217\u8868\uff08\u6309\u8bed\u8a00\u5212\u5206\uff09[Github josephmisiti]<br \/>\n\u5f00\u6e90\u7684NLP\u5e93\uff1a\u65af\u5766\u798fNLP\uff1bApache OpenNLP\uff1b\u81ea\u7136\u8bed\u8a00\u5de5\u5177\u5305<\/p><\/blockquote>\n<h1>\u5176\u4ed6<\/h1>\n<p>9. \u9879\u76ee\u7ecf\u9a8c<\/p>\n<p>\u9879\u76ee\u7ecf\u9a8c\u662f\u6700\u76f4\u63a5\u8bc1\u660e\u4f60\u7684\u6570\u636e\u6316\u6398\u6280\u80fd\u7684\u65b9\u6cd5\u3002DataCamp\u7684\u9996\u5e2d\u6570\u636e\u79d1\u5b66\u5bb6David 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