{"id":1102,"date":"2023-09-22T00:00:59","date_gmt":"2023-09-21T16:00:59","guid":{"rendered":"https:\/\/cleardatascience.com\/?p=1102"},"modified":"2023-08-17T11:10:20","modified_gmt":"2023-08-17T03:10:20","slug":"choosing-a-reliable-data-science-consulting-company-for-building-a-data-lake-a-comprehensive-guide","status":"publish","type":"post","link":"https:\/\/cleardatascience.com\/zh-hant\/choosing-a-reliable-data-science-consulting-company-for-building-a-data-lake-a-comprehensive-guide\/","title":{"rendered":"\u9078\u64c7\u53ef\u9760\u7684\u6578\u64da\u79d1\u5b78\u8aee\u8a62\u516c\u53f8\u69cb\u5efa\u6578\u64da\u6e56\uff1a\u7d9c\u5408\u6307\u5357"},"content":{"rendered":"<h2><\/h2>\n<h2>\u7c21\u4ecb\uff1a<\/h2>\n<p>\u5728\u6578\u4f4d\u6642\u4ee3\uff0c\u7d44\u7e54\u8d8a\u4f86\u8d8a\u8a8d\u8b58\u5230\u6578\u64da\u7684\u50f9\u503c\u4ee5\u53ca\u5229\u7528\u5176\u529b\u91cf\u63a8\u52d5\u6230\u7565\u6c7a\u7b56\u7684\u5fc5\u8981\u6027\u3002\u69cb\u5efa\u6578\u64da\u6e56\uff08\u5b58\u5132\u7d50\u69cb\u5316\u548c\u975e\u7d50\u69cb\u5316\u6578\u64da\u7684\u96c6\u4e2d\u5f0f\u5b58\u5132\u5eab\uff09\u662f\u91cb\u653e\u6578\u64da\u6f5b\u529b\u7684\u95dc\u9375\u4e00\u6b65\u3002\u4f46\u662f\uff0c\u7d44\u7e54\u901a\u5e38\u9700\u8981\u5c08\u696d\u77e5\u8b58\u624d\u80fd\u6210\u529f\u5be6\u65bd\u548c\u512a\u5316\u6578\u64da\u6e56\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u5011\u5c07\u63d0\u4f9b\u6709\u95dc\u5982\u4f55\u9078\u64c7\u53ef\u9760\u7684\u6578\u64da\u79d1\u5b78\u8aee\u8a62\u516c\u53f8\u7684\u5168\u9762\u6307\u5357\uff0c\u4ee5\u5e6b\u52a9\u69cb\u5efa\u5f37\u5927\u800c\u6709\u6548\u7684\u6578\u64da\u6e56\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cleardatascience.com\/wp-content\/uploads\/2023\/07\/consulting-service-clipart-md-300x215.png\" alt=\"\" width=\"300\" height=\"215\" class=\"aligncenter size-medium wp-image-1099\" srcset=\"https:\/\/cleardatascience.com\/wp-content\/uploads\/2023\/07\/consulting-service-clipart-md-300x215.png 300w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2023\/07\/consulting-service-clipart-md-768x550.png 768w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2023\/07\/consulting-service-clipart-md.png 800w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>\u8a55\u4f30\u7d44\u7e54\u7684\u9700\u6c42\u548c\u76ee\u6a19<\/h2>\n<p>\u5728\u958b\u59cb\u5c0b\u627e\u6578\u64da\u79d1\u5b78\u8aee\u8a62\u516c\u53f8\u4e4b\u524d\uff0c\u5fc5\u9808\u8a55\u4f30\u7d44\u7e54\u5728\u6578\u64da\u6e56\u65b9\u9762\u7684\u7279\u5b9a\u9700\u6c42\u548c\u76ee\u6a19\u3002\u8003\u616e\u60a8\u5e0c\u671b\u5132\u5b58\u7684\u6578\u64da\u91cf\u548c\u985e\u578b\u3001\u6240\u9700\u7684\u5206\u6790\u529f\u80fd\u4ee5\u53ca\u6578\u64da\u7b56\u7565\u7684\u9577\u671f\u76ee\u6a19\u3002\u6b64\u8a55\u4f30\u5c07\u5e6b\u52a9\u60a8\u78ba\u5b9a\u60a8\u9700\u8981\u5f9e\u8aee\u8a62\u5408\u4f5c\u5925\u4f34\u7372\u5f97\u7684\u95dc\u9375\u5c08\u696d\u77e5\u8b58\u548c\u670d\u52d9\u3002<\/p>\n<p><span>\u00a0<\/span><\/p>\n<h2>\u6578\u64da\u67b6\u69cb\u548c\u57fa\u790e\u67b6\u69cb\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58<\/h2>\n<p>\u53ef\u9760\u7684\u6578\u64da\u79d1\u5b78\u8aee\u8a62\u516c\u53f8\u61c9\u8a72\u5728\u6578\u64da\u67b6\u69cb\u548c\u57fa\u790e\u8a2d\u65bd\u65b9\u9762\u64c1\u6709\u6df1\u539a\u7684\u5c08\u696d\u77e5\u8b58\uff0c\u7279\u5225\u662f\u8207\u6578\u64da\u6e56\u76f8\u95dc\u7684\u5c08\u696d\u77e5\u8b58\u3002\u4ed6\u5011\u61c9\u8a72\u77ad\u89e3\u5e95\u5c64\u6280\u8853\uff0c\u5982<span>Hadoop<\/span>\uff0c<span>Spark<\/span>\u6216\u57fa\u65bc\u96f2\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u4e26\u64c1\u6709\u8a2d\u8a08\u548c\u5be6\u65bd\u53ef\u64f4\u5c55\u548c\u5b89\u5168\u6578\u64da\u5b58\u5132\u6846\u67b6\u7684\u5be6\u8e10\u7d93\u9a57\u3002\u8a55\u4f30\u516c\u53f8\u7684\u696d\u7e3e\u8a18\u9304\uff0c\u4e26\u8a62\u554f\u4ed6\u5011\u5728\u985e\u4f3c\u5c08\u6848\u65b9\u9762\u7684\u7d93\u9a57\u3002<\/p>\n<p><span>\u00a0<\/span><\/p>\n<h2>\u719f\u7df4\u638c\u63e1\u6578\u64da\u96c6\u6210\u548c<span> ETL <\/span>\u6d41\u7a0b<\/h2>\n<p>\u6578\u64da\u96c6\u6210\u662f\u69cb\u5efa\u6578\u64da\u6e56\u7684\u4e00\u500b\u95dc\u9375\u65b9\u9762\uff0c\u56e0\u70ba\u5b83\u6d89\u53ca\u5c07\u4f86\u81ea\u4e0d\u540c\u4f86\u6e90\u7684\u6578\u64da\u6574\u5408\u5230\u4e00\u500b\u7d71\u4e00\u7684\u7d50\u69cb\u4e2d\u3002\u4fe1\u8b7d\u826f\u597d\u7684\u8aee\u8a62\u516c\u53f8\u61c9\u8a72\u5728\u63d0\u53d6\u3001\u8f49\u63db\u3001\u8f09\u5165 \uff08<span>ETL<\/span>\uff09 \u6d41\u7a0b\u65b9\u9762\u5177\u6709\u5f37\u5927\u7684\u80fd\u529b\uff0c\u4ee5\u78ba\u4fdd\u9ad8\u6548\u7684\u6578\u64da\u651d\u53d6\u3001\u6e05\u7406\u548c\u8f49\u63db\u3002\u8a62\u554f\u4ed6\u5011\u5728\u96c6\u6210\u4f86\u81ea\u4e0d\u540c\u7cfb\u7d71\u7684\u6578\u64da\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58\u4ee5\u53ca\u8655\u7406\u8907\u96dc\u6578\u64da\u7ba1\u9053\u7684\u80fd\u529b\u3002<\/p>\n<p><span>\u00a0<\/span><\/p>\n<h2>\u5206\u6790\u548c\u6578\u64da\u79d1\u5b78\u80fd\u529b<\/h2>\n<p>\u69cb\u5efa\u6578\u64da\u6e56\u4e0d\u50c5\u50c5\u662f\u5b58\u5132\u6578\u64da<span>;<\/span>\u5b83\u662f\u95dc\u65bc\u5f9e\u4e2d\u7372\u5f97\u53ef\u64cd\u4f5c\u7684\u898b\u89e3\u3002\u5c0b\u627e\u4e00\u5bb6\u64c1\u6709\u5f37\u5927\u5206\u6790\u548c\u6578\u64da\u79d1\u5b78\u80fd\u529b\u7684\u8aee\u8a62\u516c\u53f8\u3002\u4ed6\u5011\u61c9\u8a72\u64c1\u6709\u4e00\u652f\u7cbe\u901a\u9ad8\u7d1a\u5206\u6790\u3001\u6a5f\u5668\u5b78\u7fd2\u548c\u6578\u64da\u53ef\u8996\u5316\u7684\u719f\u7df4\u6578\u64da\u79d1\u5b78\u5bb6\u5718\u968a\u3002\u9019\u4e9b\u5c08\u696d\u77e5\u8b58\u5c07\u4f7f\u4ed6\u5011\u80fd\u5920\u8aac\u660e\u60a8\u7684\u7d44\u7e54\u63d0\u53d6\u6709\u50f9\u503c\u7684\u898b\u89e3\u4e26\u63a8\u52d5\u6578\u64da\u9a45\u52d5\u7684\u6c7a\u7b56\u3002<\/p>\n<p><span>\u00a0<\/span><span>\u00a0<\/span><span>\u00a0<\/span><\/p>\n<h2>\u4e86\u89e3\u6578\u64da\u6cbb\u7406\u548c\u5b89\u5168\u6027<\/h2>\n<p>\u5728\u69cb\u5efa\u6578\u64da\u6e56\u6642\uff0c\u6578\u64da\u6cbb\u7406\u548c\u5b89\u5168\u6027\u81f3\u95dc\u91cd\u8981\u3002\u78ba\u4fdd\u8aee\u8a62\u516c\u53f8\u9075\u5faa\u6578\u64da\u6cbb\u7406\u65b9\u9762\u7684\u6700\u4f73\u5be6\u8e10\uff0c\u5305\u62ec\u6578\u64da\u5206\u985e\u3001\u6578\u64da\u96b1\u79c1\u3001\u8a2a\u554f\u63a7\u5236\u4ee5\u53ca\u9075\u5b88\u76f8\u95dc\u6cd5\u898f\uff08\u4f8b\u5982<span> GDPR<\/span>\uff09\u3002\u4ed6\u5011\u61c9\u8a72\u5168\u9762\u4e86\u89e3\u6578\u64da\u5b89\u5168\u63aa\u65bd\uff0c\u4e26\u5be6\u65bd\u5f37\u6709\u529b\u7684\u4fdd\u8b77\u63aa\u65bd\u4f86\u4fdd\u8b77\u654f\u611f\u8cc7\u8a0a\u3002<\/p>\n<p><span>\u00a0<\/span><\/p>\n<h2>\u696d\u7e3e\u8a18\u9304\u548c\u5ba2\u6236\u53c3\u8003<\/h2>\n<p>\u8a55\u4f30\u6578\u64da\u79d1\u5b78\u8aee\u8a62\u516c\u53f8\u7684\u696d\u7e3e\u8a18\u9304\u548c\u8072\u8b7d\u3002\u5c0b\u627e\u63a8\u85a6\u3001\u6848\u4f8b\u7814\u7a76\u6216\u5ba2\u6236\u63a8\u85a6\u4fe1\uff0c\u4ee5\u6df1\u5165\u4e86\u89e3\u4ed6\u5011\u904e\u53bb\u7684\u5c08\u6848\u548c\u5ba2\u6236\u6eff\u610f\u5ea6\u3002\u5411\u5728\u5176\u5354\u52a9\u4e0b\u6210\u529f\u69cb\u5efa\u6578\u64da\u6e56\u7684\u7d44\u7e54\u7d22\u53d6\u53c3\u8003\u8cc7\u6599\uff0c\u4e26\u8a62\u554f\u8aee\u8a62\u516c\u53f8\u80fd\u5426\u6309\u6642\u5b8c\u6210\u4efb\u52d9\u3001\u4ea4\u4ed8\u9ad8\u8cea\u91cf\u7d50\u679c\u4e26\u63d0\u4f9b\u6301\u7e8c\u652f\u63f4\u3002<\/p>\n<p><span>\u00a0<\/span><\/p>\n<h2>\u5354\u4f5c\u548c\u6e9d\u901a\u6280\u5de7<\/h2>\n<p>\u8207\u8aee\u8a62\u5408\u4f5c\u5925\u4f34\u5408\u4f5c\u6642\uff0c\u6709\u6548\u7684\u5354\u4f5c\u548c\u6e9d\u901a\u81f3\u95dc\u91cd\u8981\u3002\u8a55\u4f30\u516c\u53f8\u4e86\u89e3\u7d44\u7e54\u7368\u7279\u9700\u6c42\u3001\u6e05\u6670\u50b3\u9054\u8907\u96dc\u6982\u5ff5\u4ee5\u53ca\u8207\u5718\u968a\u5354\u4f5c\u7684\u80fd\u529b\u3002\u4ed6\u5011\u7684\u9867\u554f\u61c9\u8a72\u80fd\u5920\u5f4c\u5408\u6280\u8853\u5c08\u9577\u548c\u696d\u52d9\u9700\u6c42\u4e4b\u9593\u7684\u5dee\u8ddd\uff0c\u78ba\u4fdd\u6574\u500b\u5c08\u6848\u7684\u4e00\u81f4\u6027\u3002<\/p>\n<p><span>\u00a0<\/span><\/p>\n<h2>\u53ef\u64f4\u5c55\u6027\u548c\u9748\u6d3b\u6027<\/h2>\n<p>\u8003\u616e\u8aee\u8a62\u516c\u53f8\u89e3\u6c7a\u65b9\u6848\u7684\u53ef\u64f4\u5c55\u6027\u548c\u9748\u6d3b\u6027\u3002\u96a8\u8457\u6578\u64da\u91cf\u548c\u5206\u6790\u9700\u6c42\u7684\u589e\u9577\uff0c\u53ef\u9760\u7684\u5408\u4f5c\u5925\u4f34\u61c9\u8a72\u80fd\u5920\u6eff\u8db3\u7d44\u7e54\u4e0d\u65b7\u8b8a\u5316\u7684\u9700\u6c42\u3002\u8a62\u554f\u4ed6\u5011\u8655\u7406\u672a\u4f86\u6578\u64da\u6e56\u64f4\u5c55\u3001\u96c6\u6210\u65b0\u6280\u8853\u548c\u9069\u61c9\u65b0\u8208\u884c\u696d\u8da8\u52e2\u7684\u80fd\u529b\u3002<\/p>\n<p><span>\u00a0<\/span><\/p>\n<h2>\u6301\u7e8c\u652f\u6301\u548c\u7dad\u8b77<\/h2>\n<p>\u69cb\u5efa\u6578\u64da\u6e56\u662f\u4e00\u500b\u6301\u7e8c\u7684\u904e\u7a0b\uff0c\u9700\u8981\u6301\u7e8c\u7684\u652f\u6301\u548c\u7dad\u8b77\u3002\u78ba\u4fdd\u8aee\u8a62\u516c\u53f8\u63d0\u4f9b\u5be6\u65bd\u540e\u652f\u63f4\uff0c\u5305\u62ec\u76e3\u63a7\u3001\u6545\u969c\u6392\u9664\u548c\u5b9a\u671f\u7dad\u8b77\u3002\u4ed6\u5011\u61c9\u8a72\u70ba\u60a8\u7684\u5167\u90e8\u5718\u968a\u63d0\u4f9b\u57f9\u8a13\u548c\u77e5\u8b58\u50b3\u6388\uff0c\u4f7f\u4ed6\u5011\u80fd\u5920\u6709\u6548\u5730\u7ba1\u7406\u548c\u7dad\u8b77\u6578\u64da\u6e56\u3002<\/p>\n<p><span>\u00a0<\/span><\/p>\n<h2>\u6210\u672c\u6548\u76ca\u548c\u6295\u8cc7\u56de\u5831\u7387 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