{"id":386348,"date":"2022-01-07T15:04:45","date_gmt":"2022-01-07T14:04:45","guid":{"rendered":"https:\/\/iotworlds.com\/2022-%e5%b9%b4-coursera-%e6%9c%80%e4%bd%b3%e6%95%b0%e6%8d%ae%e7%a7%91%e5%ad%a6%e8%af%be%e7%a8%8b\/"},"modified":"2022-06-09T18:29:58","modified_gmt":"2022-06-09T16:29:58","slug":"2022-%e5%b9%b4-coursera-%e6%9c%80%e4%bd%b3%e6%95%b0%e6%8d%ae%e7%a7%91%e5%ad%a6%e8%af%be%e7%a8%8b","status":"publish","type":"post","link":"https:\/\/iotworlds.com\/zh-hans\/2022-%e5%b9%b4-coursera-%e6%9c%80%e4%bd%b3%e6%95%b0%e6%8d%ae%e7%a7%91%e5%ad%a6%e8%af%be%e7%a8%8b\/","title":{"rendered":"2022 \u5e74 Coursera \u6700\u4f73\u6570\u636e\u79d1\u5b66\u8bfe\u7a0b"},"content":{"rendered":"\n<p>\u4f60\u4e0d\u662f\u552f\u4e00\u4e00\u4e2a\u60f3\u53c2\u52a0\u6570\u636e\u79d1\u5b66\u8bfe\u7a0b\u7684\u4eba\u3002 \u53d1\u5c55\u8fc5\u901f\u7684\u6570\u636e\u79d1\u5b66\u662f\u7edf\u8ba1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u7684\u6df7\u5408\u4f53\u3002 \u8fd9\u4e2a\u4e0d\u65ad\u53d1\u5c55\u7684\u9886\u57df\u5f88\u590d\u6742\uff0c\u6709\u8bb8\u591a\u8bfe\u7a0b\u53ef\u4ee5\u6559\u4f60\u6240\u6709\u4f60\u9700\u8981\u7684\u4e1c\u897f\u3002 \u8fd9\u4e9b\u662f\u60a8\u5f00\u59cb\u804c\u4e1a\u751f\u6daf\u5e94\u8be5\u53c2\u52a0\u7684\u4e09\u95e8\u8bfe\u7a0b\u3002 \u7b2c\u4e00\u95e8\u8bfe\u7a0b\u4fa7\u91cd\u4e8e\u63a2\u7d22\u6027\u6570\u636e\u5206\u6790\uff0c\u800c\u7b2c\u4e8c\u95e8\u8bfe\u7a0b\u66f4\u4fa7\u91cd\u4e8e\u673a\u5668\u5b66\u4e60\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">\u6570\u636e\u79d1\u5b66\u662f\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u4e00\u4e2a\u5b50\u9886\u57df\u3002<\/h2>\n\n<p>\u6570\u636e\u79d1\u5b66\u8d77\u6e90\u4e8e\u8ba1\u7b97\u673a\u79d1\u5b66\u3002 \u6570\u636e\u79d1\u5b66\u7684\u65e9\u671f\u5148\u9a71\u4e4b\u4e00 Peter Naur \u5728 1974 \u5e74\u5728\u4e00\u672c\u4e66\u4e2d\u63cf\u8ff0\u4e86\u6570\u636e\u79d1\u5b66\u7684\u57fa\u672c\u65b9\u9762\u3002 \u5728 1996 \u5e74\u7684\u4e00\u6b21\u4f1a\u8bae\u4e0a\uff0c\u56fd\u9645\u8239\u7ea7\u793e\u8054\u5408\u4f1a (IFCS) \u9996\u6b21\u4f7f\u7528\u4e86\u201c\u6570\u636e\u79d1\u5b66\u201d\u4e00\u8bcd\u3002 William S. Cleveland \u662f 2001 \u5e74\u300a\u56fd\u9645\u7edf\u8ba1\u8bc4\u8bba\u300b\u7684\u4f5c\u8005\uff0c\u4ed6\u5c06\u6570\u636e\u79d1\u5b66\u4ecb\u7ecd\u4e3a\u4e00\u95e8\u72ec\u7279\u7684\u5b66\u79d1\u3002 \u4ed6\u5efa\u8bae\u7edf\u8ba1\u53ef\u4ee5\u6269\u5c55\u5230\u6280\u672f\u5206\u6790\u548c\u5e94\u7528\u7684\u4f20\u7edf\u9886\u57df\u4e4b\u5916\u3002 \u6570\u636e\u79d1\u5b66\u4ece\u8fd9\u4e9b\u4e0d\u8d77\u773c\u7684\u5f00\u7aef\u8fc5\u901f\u53d1\u5c55\u6210\u4e3a\u4e00\u79cd\u5feb\u901f\u53d1\u5c55\u7684\u7814\u7a76\u5de5\u5177\u3002<\/p>\n\n<p>\u6570\u636e\u79d1\u5b66\u5bb6\u8d1f\u8d23\u5206\u6790\u5927\u91cf\u6570\u636e\u5e76\u521b\u5efa\u9884\u6d4b\u6a21\u578b\u3002 \u6570\u636e\u79d1\u5b66\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u3001\u4eba\u5de5\u667a\u80fd\u548c\u5176\u4ed6\u7edf\u8ba1\u65b9\u6cd5\u6765\u5206\u6790\u6570\u636e\u5e76\u505a\u51fa\u660e\u667a\u7684\u51b3\u7b56\u3002 \u6570\u636e\u79d1\u5b66\u5bb6\u8d1f\u8d23\u5f00\u53d1\u548c\u5e94\u7528\u89e3\u51b3\u73b0\u5b9e\u95ee\u9898\u7684\u6570\u5b66\u548c\u7edf\u8ba1\u6a21\u578b\u3002 \u6570\u636e\u79d1\u5b66\u5bb6\u8fd8\u8d1f\u8d23\u4e3a\u6570\u636e\u9a71\u52a8\u7684\u51b3\u7b56\u5960\u5b9a\u57fa\u7840\u3002 \u6570\u636e\u79d1\u5b66\u662f\u4e00\u4e2a\u56de\u62a5\u4e30\u539a\u4e14\u53d1\u5c55\u8fc5\u901f\u7684\u9886\u57df\u3002<\/p>\n\n<p>\u8ba1\u7b97\u673a\u79d1\u5b66\u548c\u6570\u636e\u79d1\u5b66\u4e4b\u95f4\u6709\u4e00\u4e9b\u76f8\u4f3c\u4e4b\u5904\u3002 \u4e24\u8005\u5bf9\u4e8e\u73b0\u4ee3\u8ba1\u7b97\u90fd\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002 \u7b2c\u4e00\u4e2a\u6d89\u53ca\u73b0\u4ee3\u8ba1\u7b97\u7406\u8bba\u548c\u5b9e\u8df5\uff0c\u5305\u62ec\u7f16\u7801\u548c\u57fa\u7840\u786c\u4ef6\u3002 \u7136\u800c\uff0c\u6570\u636e\u79d1\u5b66\u5173\u6ce8\u7684\u662f\u5168\u7403\u4e0d\u540c\u90e8\u95e8\u4ea7\u751f\u7684\u6570\u636e\u3002 \u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u662f\u8ba1\u7b97\u4e13\u5bb6\uff1b\u6570\u636e\u79d1\u5b66\u5bb6\u4e13\u6ce8\u4e8e\u6570\u636e\u79d1\u5b66\u4ee5\u53ca\u5982\u4f55\u5bf9\u5176\u8fdb\u884c\u7ed3\u6784\u5316\u548c\u5206\u6790\u3002 \u8be5\u9886\u57df\u5728\u5f53\u4eca\u7684\u6280\u672f\u4e16\u754c\u4e2d\u81f3\u5173\u91cd\u8981\u3002 \u8fd9\u4e2a\u9886\u57df\u53ef\u4ee5\u5e2e\u52a9\u62ef\u6551\u73af\u5883\u5e76\u5e26\u6765\u60ca\u4eba\u7684\u53d1\u660e\u3002<\/p>\n\n<p>\u6570\u636e\u79d1\u5b66\u662f\u4e00\u95e8\u8de8\u5b66\u79d1\uff0c\u5b83\u5229\u7528\u4e86\u6570\u5b66\u548c\u7edf\u8ba1\u65b9\u6cd5\u3002 \u6709\u5fc5\u8981\u7ed3\u5408\u5927\u91cf\u6570\u636e\u5e76\u751f\u6210\u53ef\u64cd\u4f5c\u7684\u3001\u9884\u6d4b\u7684\u6216\u63cf\u8ff0\u6027\u7684\u6a21\u578b\u3002 \u5927\u6570\u636e\u662f\u4e00\u4e2a\u590d\u6742\u7684\u9886\u57df\uff0c\u9700\u8981\u4ece\u5927\u91cf\u4fe1\u606f\u4e2d\u83b7\u5f97\u521b\u9020\u6027\u7684\u89c1\u89e3\u3002 \u5927\u6570\u636e\u901a\u5e38\u592a\u5927\u800c\u65e0\u6cd5\u5b58\u50a8\u5728\u4e00\u53f0\u8ba1\u7b97\u673a\u4e2d\u3002 \u8fd9\u4e9b\u6280\u80fd\u4f7f\u6570\u636e\u79d1\u5b66\u6210\u4e3a\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002<\/p>\n\n<p>\u8ba1\u7b97\u673a\u79d1\u5b66\u662f\u4e00\u4e2a\u5e7f\u6cdb\u7684\u9886\u57df\uff0c\u6db5\u76d6\u4e86\u5bf9\u8ba1\u7b97\u673a\u529f\u80fd\u3001\u7f51\u7edc\u534f\u8bae\u3001\u6570\u636e\u548c\u5176\u4ed6\u76f8\u5173\u4e3b\u9898\u7684\u7406\u8bba\u7814\u7a76\u3002 \u7136\u800c\uff0c\u6570\u636e\u79d1\u5b66\u662f\u5c06\u6570\u5b66\u3001\u7edf\u8ba1\u548c\u5176\u4ed6\u6280\u80fd\u5e94\u7528\u4e8e\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\u3002 \u968f\u7740\u4f01\u4e1a\u548c\u4e2a\u4eba\u4f7f\u7528\u6570\u636e\u505a\u51fa\u66f4\u597d\u7684\u4e1a\u52a1\u51b3\u7b56\uff0c\u8fd9\u4e00\u9886\u57df\u6b63\u5728\u8fc5\u901f\u53d1\u5c55\u3002 \u8ba1\u7b97\u673a\u79d1\u5b66\u662f\u4e00\u4e2a\u4e0d\u65ad\u6269\u5c55\u7684\u9886\u57df\uff0c\u5177\u6709\u8bb8\u591a\u65b9\u9762\u3002 \u662f\u4ec0\u4e48\u8ba9\u6570\u636e\u79d1\u5b66\u4e0e\u4f17\u4e0d\u540c\uff1f<\/p>\n\n<p>\u6570\u636e\u79d1\u5b66\u548c\u8ba1\u7b97\u673a\u79d1\u5b66\u8d8a\u6765\u8d8a\u76f8\u4e92\u4ea4\u7ec7\u3002 \u6570\u636e\u79d1\u5b66\u5bb6\u5f00\u53d1\u5141\u8bb8\u6570\u636e\u5206\u6790\u6210\u4e3a\u53ef\u80fd\u7684\u5e94\u7528\u7a0b\u5e8f\u3002 \u6570\u636e\u79d1\u5b66\u5bb6\u4f7f\u7528\u57fa\u4e8e\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u7b97\u6cd5\u6765\u9884\u6d4b\u6570\u636e\u6536\u96c6\u7684\u7ed3\u679c\uff0c\u7136\u540e\u5206\u6790\u8d8b\u52bf\u548c\u6a21\u5f0f\u3002 \u7f16\u7801\u662f\u9ad8\u8d28\u91cf\u6570\u636e\u79d1\u5b66\u8ba1\u5212\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\u3002 \u8981\u83b7\u5f97\u6210\u529f\u7684\u804c\u4e1a\uff0c\u60a8\u9700\u8981\u6210\u4e3a\u4e00\u540d\u9ad8\u7d20\u8d28\u7684\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u8ba1\u7b97\u673a\u5de5\u7a0b\u5e08\u3002 \u4e00\u4e9b\u6700\u597d\u7684\u5de5\u7a0b\u5b66\u9662\u63d0\u4f9b\u56fd\u9645\u8ba4\u8bc1\u8bfe\u7a0b\u548c\u589e\u503c\u5b66\u4e60\u673a\u4f1a\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">\u5b83\u662f\u7edf\u8ba1\u7684\u4e00\u90e8\u5206<\/h2>\n\n<p>\u7edf\u8ba1\u5b66\u662f\u6570\u5b66\u7684\u4e00\u4e2a\u5206\u652f\uff0c\u5b83\u63d0\u4f9b\u7a0b\u5e8f\u5316\u5de5\u5177\u548c\u65b9\u6cd5\u6765\u5206\u6790\u548c\u89e3\u91ca\u6570\u636e\u3002 \u8fd9\u4e9b\u5e94\u7528\u7a0b\u5e8f\u5305\u62ec\u6570\u636e\u6536\u96c6\u548c\u5206\u6790\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u4ee5\u53ca\u786e\u5b9a\u7279\u5b9a\u95ee\u9898\u7684\u503c\u3002 \u8fd9\u4e9b\u65b9\u6cd5\u51e0\u4e4e\u88ab\u6bcf\u4e2a\u884c\u4e1a\u7684\u7edf\u8ba1\u5b66\u5bb6\u4f7f\u7528\uff1a\u91d1\u878d\u3001\u533b\u836f\u548c\u653f\u5e9c\u3002 \u5c3d\u7ba1\u6709\u4e9b\u4eba\u53ef\u80fd\u4f1a\u4e89\u8fa9\u8bf4\u6570\u636e\u79d1\u5b66\u548c\u7edf\u8ba1\u5b66\u662f\u4e0d\u540c\u7684\uff0c\u4f46\u5b83\u4eec\u6709\u8bb8\u591a\u76f8\u4f3c\u4e4b\u5904\uff0c\u53ef\u4ee5\u7ed3\u5408\u8d77\u6765\u505a\u51fa\u66f4\u597d\u7684\u51b3\u7b56\u3002<\/p>\n\n<p>\u7edf\u8ba1\u6570\u636e\u6b63\u5728\u84ec\u52c3\u53d1\u5c55\u3002 \u6839\u636e\u7f8e\u56fd\u52b3\u5de5\u7edf\u8ba1\u5c40\u7684\u6570\u636e\uff0c\u4ece\u73b0\u5728\u5230 2029 \u5e74\uff0c\u8be5\u9886\u57df\u5c06\u65b0\u589e 15,000 \u4e2a\u5de5\u4f5c\u5c97\u4f4d\u3002 BLS \u9884\u6d4b\u8be5\u9886\u57df\u5c06\u5728\u672a\u6765\u5341\u5e74\u5185\u6269\u5927 35%\u3002 \u8fd9\u6bd4\u5e73\u5747\u901f\u5ea6\u5feb\u5f97\u591a\u3002 \u6709\u5f88\u591a\u65b9\u6cd5\u53ef\u4ee5\u6d89\u8db3\u8fd9\u4e2a\u9886\u57df\uff0c\u6709\u5f88\u591a\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n\n<p>\u5eb7\u5948\u5c14\u5927\u5b66\u7edf\u8ba1\u4e0e\u6570\u636e\u79d1\u5b66\u7cfb\u662f\u4e00\u4e2a\u7814\u7a76\u4e2d\u5fc3\uff0c\u5728\u5e7f\u6cdb\u7684\u9886\u57df\u8fdb\u884c\u7814\u7a76\u3002 \u8be5\u90e8\u95e8\u5728\u5404\u79cd\u9886\u57df\u8fdb\u884c\u7814\u7a76\uff0c\u5305\u62ec\u7eaf\u6570\u5b66\u548c\u57fa\u56e0\u7ec4\u5b66\u3001\u91d1\u878d\u3001\u516c\u5171\u653f\u7b56\u7b49\u524d\u6cbf\u9886\u57df\u3002 \u8be5\u7cfb\u5bf9\u5b66\u751f\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u548c\u7edf\u8ba1\u65b9\u9762\u7684\u57f9\u8bad\u3002 \u4ed6\u4eec\u7684\u7814\u7a76\u9879\u76ee\u7ecf\u5e38\u63a8\u52a8\u9057\u4f20\u5b66\u548c\u795e\u7ecf\u79d1\u5b66\u7b49\u9886\u57df\u7684\u6839\u672c\u6027\u8fdb\u6b65\u3002 \u6bcf\u5929\uff0c\u7edf\u8ba1\u548c\u6570\u636e\u79d1\u5b66\u9886\u57df\u7684\u8303\u56f4\u548c\u5e94\u7528\u90fd\u5728\u6269\u5927\u3002<\/p>\n\n<p>\u6570\u636e\u79d1\u5b66\u4e0e\u7f16\u7a0b\u76f8\u7ed3\u5408\uff0c\u4f7f\u6211\u4eec\u80fd\u591f\u5206\u6790\u5927\u91cf\u6570\u636e\u5e76\u4f7f\u7528\u7ed3\u679c\u6765\u89e3\u51b3\u73b0\u5b9e\u4e16\u754c\u7684\u95ee\u9898\u3002 \u7136\u540e\u5c06\u8fd9\u4e9b\u7ed3\u679c\u53cd\u9988\u5230\u64cd\u4f5c\u7cfb\u7edf\u4e2d\u3002 \u4f7f\u7528\u6765\u81ea\u5e7f\u57df\u7ea2\u5916\u52d8\u6d4b\u63a2\u6d4b\u5668\u7684\u6570\u636e\uff0c\u53d1\u73b0\u4e86\u5f57\u661f NEOWISE\u3002 \u6570\u636e\u6316\u6398\u662f\u4fe1\u606f\u6280\u672f\u9886\u57df\u4e2d\u4f7f\u7528\u7684\u672f\u8bed\u3002 \u8fd9\u4e24\u4e2a\u9886\u57df\u90fd\u6709\u8bb8\u591a\u53ef\u7528\u4e8e\u5206\u6790\u5927\u91cf\u6570\u636e\u7684\u5de5\u5177\u548c\u6280\u672f\u3002<\/p>\n\n<p>\u7edf\u8ba1\u9886\u57df\u9700\u8981\u5f3a\u5927\u7684\u6570\u5b66\u6280\u80fd\u3002 \u7edf\u8ba1\u5b66\u5bb6\u80fd\u591f\u5206\u6790\u5927\u91cf\u6570\u636e\u5e76\u5c06\u5176\u4ee5\u6613\u4e8e\u7406\u89e3\u7684\u683c\u5f0f\u5448\u73b0\u7ed9\u5176\u4ed6\u4eba\u3002 \u6570\u636e\u79d1\u5b66\u9700\u8981\u5546\u4e1a\u5934\u8111\u3001\u6279\u5224\u6027\u601d\u7ef4\u548c\u51fa\u8272\u7684\u4eba\u9645\u6c9f\u901a\u6280\u5de7\u3002 \u8be5\u9886\u57df\u7684\u5b66\u751f\u5fc5\u987b\u5177\u5907\u6570\u5b66\u548c\u7edf\u8ba1\u5b66\u77e5\u8bc6\u3002 \u8bf8\u5982\u8ba1\u7b97\u673a\u7f16\u7a0b\u4e4b\u7c7b\u7684\u7f16\u7a0b\u8bed\u8a00\u4e5f\u5f88\u6709\u7528\u3002 \u6570\u636e\u79d1\u5b66\u9700\u8981\u5e7f\u6cdb\u7684\u6280\u80fd\u3002<\/p>\n\n<p>\u6570\u636e\u79d1\u5b66\u662f\u4e00\u95e8\u65b9\u6cd5\u8bba\u5b66\u79d1\uff0c\u4e13\u6ce8\u4e8e\u5f00\u53d1\u8fdb\u884c\u5b9e\u8bc1\u7814\u7a76\u7684\u5de5\u5177\u548c\u65b9\u6cd5\u3002 \u6570\u636e\u79d1\u5b66\u7684\u4e3b\u8981\u76ee\u6807\u662f\u786e\u5b9a\u4e86\u89e3\u73b0\u5b9e\u7684\u4e0d\u540c\u65b9\u6cd5\u7684\u4f18\u7f3a\u70b9\u3002 \u6570\u636e\u79d1\u5b66\u5bb6\u4f7f\u7528\u6570\u636e\u505a\u51fa\u66f4\u597d\u7684\u51b3\u7b56\u3002 \u7edf\u8ba1\u5b66\u6709\u5f88\u591a\u5e94\u7528\u3002 \u968f\u7740\u6570\u636e\u79d1\u5b66\u8d8a\u6765\u8d8a\u53d7\u6b22\u8fce\uff0c\u5b83\u7684\u5e94\u7528\u8303\u56f4\u4e5f\u5728\u6269\u5927\u3002 \u5b83\u7684\u5e94\u7528\u51e0\u4e4e\u662f\u65e0\u9650\u7684\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">\u5b83\u662f\u673a\u5668\u5b66\u4e60\u7684\u4e00\u90e8\u5206<\/h2>\n\n<p>\u6570\u636e\u79d1\u5b66\u662f\u4e00\u4e2a\u8de8\u5b66\u79d1\u9886\u57df\uff0c\u5b83\u4f7f\u7528\u5404\u79cd\u79d1\u5b66\u65b9\u6cd5\u3001\u7b97\u6cd5\u3001\u7cfb\u7edf\u548c\u6280\u672f\u6765\u7406\u89e3\u5927\u91cf\u6570\u636e\u3002 \u8be5\u9886\u57df\u65e8\u5728\u4ece\u5927\u91cf\u6570\u636e\u4e2d\u63d0\u53d6\u9002\u5f53\u7684\u4fe1\u606f\uff0c\u5e76\u6307\u5bfc\u6280\u672f\u548c\u79d1\u5b66\u51b3\u7b56\u3002 \u673a\u5668\u5b66\u4e60\u53ef\u7528\u4e8e\u68c0\u6d4b\u6570\u636e\u4e2d\u7684\u8d8b\u52bf\u548c\u6a21\u5f0f\u3002 \u6570\u636e\u79d1\u5b66\u5bb6\u5fc5\u987b\u7cbe\u901a\u7edf\u8ba1\u5b66\u3001\u7f16\u7a0b\u8bed\u8a00\u3001\u5927\u6570\u636e\u5de5\u5177\u548c\u5176\u4ed6\u76f8\u5173\u4e3b\u9898\u3002<\/p>\n\n<p>\u4eba\u5de5\u667a\u80fd\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u3002 \u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u8fd9\u4e00\u5206\u652f\u53ef\u7528\u4e8e\u81ea\u52a8\u5316\u4efb\u52a1\uff0c\u5426\u5219\u8fd9\u4e9b\u4efb\u52a1\u5c06\u9700\u8981\u5927\u91cf\u4eba\u529b\u5e76\u5728\u6ca1\u6709\u4efb\u4f55\u4eba\u5de5\u5e72\u9884\u7684\u60c5\u51b5\u4e0b\u505a\u51fa\u51b3\u7b56\u3002 \u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u4f7f\u68c0\u6d4b\u6b3a\u8bc8\u3001\u9632\u6b62\u5de8\u989d\u91d1\u94b1\u635f\u5931\u3001\u6267\u884c\u60c5\u7eea\u5206\u6790\u548c\u8bb8\u591a\u5176\u4ed6\u4e8b\u60c5\u6210\u4e3a\u53ef\u80fd\u3002 \u6570\u636e\u79d1\u5b66\u53ef\u4ee5\u6539\u5584\u4e16\u754c\u5404\u5730\u4e2a\u4eba\u3001\u4f01\u4e1a\u3001\u653f\u5e9c\u548c\u56fd\u5bb6\u7684\u751f\u6d3b\u3002 \u6570\u636e\u79d1\u5b66\u5141\u8bb8\u516c\u53f8\u4f7f\u7528\u5176\u4e1a\u52a1\u6570\u636e\u5206\u6790\u548c\u9884\u6d4b\u672a\u6765\u8d8b\u52bf\u3002<\/p>\n\n<p>\u516c\u53f8\u53ef\u4ee5\u4f7f\u7528\u6570\u636e\u79d1\u5b66\u6765\u5206\u6790\u6570\u636e\u5e76\u6539\u8fdb\u5176\u4ea7\u54c1\u548c\u670d\u52a1\u3002 \u673a\u5668\u5b66\u4e60\u53ef\u7528\u4e8e\u521b\u5efa\u8bc6\u522b\u670b\u53cb\u548c\u8bc6\u522b\u56fe\u50cf\u4f4d\u7f6e\u7684\u63a8\u8350\u7cfb\u7edf\u3002 \u6570\u636e\u79d1\u5b66\u7528\u4e8e\u5728\u5f53\u4eca\u7684\u8bb8\u591a\u6e38\u620f\u4e2d\u63d0\u4f9b\u5efa\u8bae\u3002 \u6570\u636e\u79d1\u5b66\u6e38\u620f\u53ef\u4ee5\u968f\u7740\u73a9\u5bb6\u901a\u8fc7\u5173\u5361\u800c\u66f4\u65b0\u3002 \u6570\u636e\u79d1\u5b66\u5e94\u7528\u7a0b\u5e8f\u5305\u62ec PriceRunner\u3001Junglee \u548c Shopzilla\u3002 \u4ed6\u4eec\u4ece\u76f8\u5173\u7f51\u7ad9\u63d0\u53d6\u6570\u636e\uff0c\u4ee5\u4fbf\u5bf9\u4e0b\u4e00\u6b21\u8d2d\u4e70\u505a\u51fa\u660e\u667a\u7684\u51b3\u5b9a\u3002<\/p>\n\n<p>\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7528\u4e8e\u6559\u673a\u5668\u4eba\u548c\u8ba1\u7b97\u673a\u5982\u4f55\u63a2\u7d22\u4e16\u754c\u3002 \u4f8b\u5982\uff0c\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u662f\u795e\u7ecf\u7f51\u7edc\u3002 \u8fd9\u4e9b\u7b97\u6cd5\u4f7f\u7528\u5927\u91cf\u6570\u636e\u6765\u8bc6\u522b\u6a21\u5f0f\u548c\u89c4\u5219\u3002 \u795e\u7ecf\u7f51\u7edc\u6709\u5f88\u591a\u79cd\u3002 \u6bcf\u4e2a\u90fd\u66f4\u9002\u5408\u7279\u5b9a\u4efb\u52a1\u3002 \u6570\u636e\u79d1\u5b66\u662f\u7814\u7a76\u5982\u4f55\u8bad\u7ec3\u8fd9\u4e9b\u7b97\u6cd5\u4ee5\u4fbf\u4e3a\u7279\u5b9a\u6570\u636e\u96c6\u751f\u6210\u51c6\u786e\u7684\u6a21\u578b\u3002 \u8fd9\u662f\u4e00\u4e2a\u5177\u6709\u8bb8\u591a\u5e94\u7528\u7684\u8de8\u5b66\u79d1\u9886\u57df\u3002<\/p>\n\n<p>\u6570\u636e\u79d1\u5b66\u5df2\u7ecf\u5728\u8bb8\u591a\u884c\u4e1a\u4e2d\u4f7f\u7528\u3002 \u6570\u636e\u79d1\u5b66\u7684\u9884\u6d4b\u80fd\u529b\u5df2\u88ab\u8bc1\u660e\u53ef\u4ee5\u4f18\u5316\u6218\u7565\u89c4\u5212\u548c\u6539\u8fdb\u751f\u4ea7\u6d41\u7a0b\u3002 \u5982\u4eca\uff0c\u5927\u516c\u53f8\u548c\u521d\u521b\u516c\u53f8\u90fd\u5728\u6536\u96c6\u6570\u636e\u4ee5\u589e\u52a0\u6536\u5165\u3002 \u4ed6\u4eec\u6536\u96c6\u7684\u6570\u636e\u8d8a\u591a\uff0c\u4ed6\u4eec\u53ef\u4ee5\u5f97\u51fa\u7684\u6d1e\u5bdf\u529b\u5c31\u8d8a\u591a\u3002 \u6570\u636e\u79d1\u5b66\u5bb6\u53ef\u4ee5\u4f7f\u7528\u9884\u6d4b\u5206\u6790\uff08\u4f8b\u5982\u6f5c\u5728\u5ba2\u6237\u8bc4\u5206\uff09\u6765\u4e3a\u4e1a\u52a1\u51b3\u7b56\u63d0\u4f9b\u4fe1\u606f\u3002 \u4ec0\u4e48\u662f\u6570\u636e\u79d1\u5b66\uff1f<\/p>\n\n<p>\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u63d0\u9ad8\u4e86\u5b83\u4eec\u4ea7\u751f\u6709\u7528\u7ed3\u679c\u7684\u80fd\u529b\u3002 \u5b83\u4eec\u4ecd\u7136\u9700\u8981\u4eba\u7c7b\u5bf9\u5176\u8fdb\u884c\u63d0\u70bc\u548c\u7ea6\u675f\u3002 \u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u65e0\u6cd5\u5b8c\u6210\u94f6\u884c\u4e1a\u7684\u6240\u6709\u5de5\u4f5c\u3002 \u4e00\u4e2a\u7a0b\u5e8f\u53ef\u80fd\u4ecd\u7136\u9700\u8981\u7a0b\u5e8f\u5458\u6216\u5de5\u7a0b\u5e08\u8fdb\u884c\u6539\u8fdb\u3002 \u5c3d\u7ba1\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u6709\u65f6\u6bd4\u4f20\u7edf\u89e3\u51b3\u65b9\u6848\u66f4\u590d\u6742\uff0c\u4f46\u5b83\u4eec\u4e5f\u7ecf\u5e38\u7528\u4e8e\u8bb8\u591a\u884c\u4e1a\u3002<\/p>\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe hcb-fetch-image-from=\"https:\/\/www.youtube.com\/watch?v=xvEKQefqQ7A&amp;t=2s\" title=\"\ud83d\udd25Data Science Full Course 2022 | Data Science | Data Science For Beginners | Simplilearn\" width=\"1170\" height=\"658\" src=\"https:\/\/www.youtube.com\/embed\/xvEKQefqQ7A?start=2&#038;feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n<p>\u6570\u636e\u79d1\u5b66\u5728\u5f53\u4eca\u6280\u672f\u9a71\u52a8\u7684\u4e16\u754c\u4e2d\u7684\u91cd\u8981\u6027\u600e\u4e48\u5f3a\u8c03\u90fd\u4e0d\u4e3a\u8fc7\uff0c\u56e0\u4e3a\u4e16\u754c\u7684\u5927\u90e8\u5206\u65e5\u5e38\u6d3b\u52a8\u90fd\u4f9d\u8d56\u4e8e\u4fe1\u606f\u548c\u5b58\u50a8\u6570\u636e\u3002 \u4f60\u4e0d\u9700\u8981\u88ab\u544a\u77e5\u4fe1\u606f\u662f\u4e16\u754c\u7684\u65b0\u8d27\u5e01\u3002<\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-applied-data-science-capstone-ibm\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fapplied-data-science-capstone\" target=\"_blank\" rel=\"noreferrer noopener\">\u5e94\u7528\u6570\u636e\u79d1\u5b66\u9876\u5cf0 (IBM)<\/a><\/h2>\n\n<p>\u672c\u8bfe\u7a0b\u6df1\u5165\u4e86\u89e3\u4ec0\u4e48\u662f\u6570\u636e\u79d1\u5b66\uff0c\u5e76\u4f53\u9a8c\u4e86\u793a\u4f8b\u6a21\u62df\u548c\u6848\u4f8b\u7814\u7a76\uff0c\u8fd9\u4e9b\u6a21\u62df\u548c\u6848\u4f8b\u7814\u7a76\u5c06\u6781\u5927\u5730\u5e2e\u52a9\u5b66\u751f\u5b66\u4e60\u5bf9 Foursquare API \u7684 RESTful API \u8c03\u7528\uff0c\u5e76\u68c0\u7d22\u6709\u5173\u5168\u7403\u4e0d\u540c\u793e\u533a\u573a\u6240\u7684\u6570\u636e\u4fe1\u606f\u3002 Applied Data Science Capstone \u662f IBM \u5728 Coursera \u76ee\u5f55\u4e0b\u63d0\u4f9b\u7684\u4e00\u95e8\u72ec\u7279\u8bfe\u7a0b\u3002<\/p>\n\n<p>\u60a8\u5c06\u5b66\u4e60\u5982\u4f55\u4f7f\u7528 Folium \u5e93\u6765\u7ed8\u5236\u5730\u7406\u7a7a\u95f4\u6570\u636e\u5e76\u8f7b\u677e\u4f20\u8fbe\u60a8\u7684\u7ed3\u679c\u3002<\/p>\n\n<p>\u5b8c\u6210\u8bfe\u7a0b\u540e\uff0c\u60a8\u5c06\u83b7\u5f97\u8bc1\u4e66\uff0c\u8be5\u8bc1\u4e66\u5e26\u6709 IBM \u7684\u6570\u5b57\u5fbd\u7ae0\u3002<\/p>\n\n<p>\u8be5\u8bfe\u7a0b\u7684\u4e00\u5927\u4f18\u52bf\u662f\u5b83\u6709\u8bb8\u591a\u4e16\u754c\u4e3b\u8981\u8bed\u8a00\u7684\u5b57\u5e55\uff0c\u5982\u6cd5\u8bed\u3001\u8461\u8404\u7259\u8bed\u3001\u4e2d\u6587\u3001\u610f\u5927\u5229\u8bed\u3001\u897f\u73ed\u7259\u8bed\u3001\u4fc4\u8bed\uff0c\u751a\u81f3\u963f\u62c9\u4f2f\u8bed\u3002 \u60a8\u8fd8\u53ef\u4ee5\u6309\u7167\u81ea\u5df1\u7684\u901f\u5ea6\u5b66\u4e60\uff0c\u8fd9\u610f\u5473\u7740\u66f4\u597d\u7684\u7406\u89e3\u3002<\/p>\n\n<p><strong>\u8be5\u8bfe\u7a0b\u5206\u4e3a\u56db\u4e2a\u90e8\u5206 (4)<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u4ecb\u7ecd<\/li><li>\u56db\u65b9API<\/li><li>\u90bb\u57df\u5206\u5272\u548c\u805a\u7c7b<\/li><li>\u90bb\u91cc\u4e4b\u6218<\/li><li>\u90bb\u91cc\u4e4b\u6218\uff08\u7ed3\u675f\u90e8\u5206\uff09<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fapplied-data-science-capstone\" target=\"_blank\" rel=\"noreferrer noopener\">\u73b0\u5728\u6ce8\u518c<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-genomic-data-science-johns-hopkins-university\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fgenomic-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">\u57fa\u56e0\u7ec4\u6570\u636e\u79d1\u5b66\uff08\u7ea6\u7ff0\u970d\u666e\u91d1\u65af\u5927\u5b66\uff09<\/a><\/h2>\n\n<p>\u57fa\u56e0\u7ec4\u6570\u636e\u79d1\u5b66\u662f\u7ea6\u7ff0\u970d\u666e\u91d1\u65af\u5927\u5b66\u63d0\u4f9b\u7684\u57fa\u56e0\u7ec4\u6570\u636e\u79d1\u5b66\u4e13\u4e1a\u7684\u4e00\u90e8\u5206\u3002 \u4f5c\u4e3a\u6570\u636e\u79d1\u5b66\u7684\u5148\u51b3\u6761\u4ef6\uff0c\u60a8\u5c06\u83b7\u5f97 Python \u7f16\u7a0b\u3001\u751f\u7269\u4fe1\u606f\u5b66\u3001Biopyton \u548c\u57fa\u56e0\u7ec4\u5b66\u65b9\u9762\u7684\u6df1\u5165\u77e5\u8bc6\u548c\u6280\u80fd\u3002 \u8d85\u8fc7 100,000 \u540d\u5b66\u751f\u6ce8\u518c\u4e86 Coursera \u4e0a\u63d0\u4f9b\u7684\u8fd9\u95e8\u8bfe\u7a0b\uff0c\u8be5\u8bfe\u7a0b\u63d0\u4f9b\u5b8c\u6574\u7684\u8bfe\u7a0b<\/p>\n\n<p>\u60a8\u5c06\u5b66\u4e60\u66f4\u65b0\u7684\u8d44\u6e90\uff0c\u8fd9\u4e9b\u8d44\u6e90\u5c06\u5e2e\u52a9\u60a8\u66f4\u597d\u5730\u5206\u6790\u548c\u7406\u89e3\u4e0b\u4e00\u4ee3\u6d4b\u5e8f\u5b9e\u9a8c\uff0c\u4f8b\u5982 Python\u3001Galaxy \u548c Bioconductor\u3002 \u672c\u8bfe\u7a0b\u975e\u5e38\u9002\u5408\u9700\u8981\u6570\u636e\u79d1\u5b66\u8ba1\u7b97\u65b9\u6cd5\u7ecf\u9a8c\u7684\u5206\u5b50\u751f\u7269\u5b66\u5bb6\u6216\u79d1\u5b66\u5bb6\u3002<\/p>\n\n<p>\u5728\u8bfe\u7a0b\u671f\u95f4\uff0c\u60a8\u5c06\u80fd\u591f\u5c1d\u8bd5\u4e00\u4e9b\u9879\u76ee\u4ee5\u83b7\u5f97\u8d44\u683c\u5e76\u83b7\u5f97\u53ef\u5171\u4eab\u7684\u8bc1\u4e66<\/p>\n\n<p><strong>\u672c\u8282\u5305\u542b\u7684\u8bfe\u7a0b\u5927\u7eb2\u5305\u62ec\uff1a<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u57fa\u56e0\u7ec4\u6280\u672f\u7b80\u4ecb<\/li><li>Galaxy \u57fa\u56e0\u7ec4\u6570\u636e\u79d1\u5b66<\/li><li>\u7528\u4e8e\u57fa\u56e0\u7ec4\u6570\u636e\u79d1\u5b66\u7684 Python<\/li><li>DNA\u6d4b\u5e8f\u7b97\u6cd5<\/li><li>\u57fa\u56e0\u7ec4\u6570\u636e\u79d1\u5b66\u7684\u547d\u4ee4\u884c\u5de5\u5177<\/li><li>\u57fa\u56e0\u7ec4\u6570\u636e\u79d1\u5b66\u7684\u751f\u7269\u5bfc\u4f53<\/li><li>\u57fa\u56e0\u7ec4\u6570\u636e\u79d1\u5b66\u7edf\u8ba1<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fgenomic-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">\u73b0\u5728\u6ce8\u518c<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-data-science-for-business-innovation-eit-digital\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fdata-science-for-business-innovation\" target=\"_blank\" rel=\"noreferrer noopener\">\u5546\u4e1a\u521b\u65b0\u6570\u636e\u79d1\u5b66\uff08EIT Digital\uff09<\/a><\/h2>\n\n<p>\u5982\u679c\u60a8\u662f\u4f01\u4e1a\u548c\u4e2d\u5c42\u7ba1\u7406\u4eba\u5458\u7684\u4e00\u5458\uff0c\u672c\u8bfe\u7a0b\u5c06\u662f\u60a8\u7684\u7406\u60f3\u9009\u62e9\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u8ba9\u60a8\u4fc3\u8fdb\u6570\u636e\u9a71\u52a8\u7684\u521b\u9020\u529b\u3002 \u4e3b\u9898\u6d89\u53ca\u6570\u636e\u4f7f\u7528\u7684\u91cd\u8981\u4e3b\u9898\u548c\u89c2\u70b9\u3002 \u5b83\u8fd8\u5305\u62ec\u6570\u636e\u6316\u6398\u3001\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u3001\u4f18\u7f3a\u70b9\u548c\u529f\u80fd\u9002\u7528\u6027\u95ee\u9898\u3002<\/p>\n\n<p>\u672c\u8bfe\u7a0b\u5411\u60a8\u4ecb\u7ecd\u6570\u636e\u79d1\u5b66\uff0c\u4e3a\u4ec0\u4e48\u5b83\u5728\u5404\u4e2a\u9886\u57df\u5fc5\u4e0d\u53ef\u5c11\uff0c\u6570\u636e\u79d1\u5b66\u53ef\u4ee5\u4ea7\u751f\u7684\u4ef7\u503c\uff0c\u5927\u6570\u636e\u53ef\u4ee5\u89e3\u51b3\u4ec0\u4e48\uff0c\u63cf\u8ff0\u6027\u3001\u9884\u6d4b\u6027\u5efa\u6a21\u6570\u636e\u5206\u6790\u4e4b\u95f4\u7684\u533a\u522b\uff0c\u4ee5\u53ca\u8ba4\u77e5\u8ba1\u7b97\u7684\u529f\u80fd\u3002 \u672c\u8bfe\u7a0b\u4ece\u5206\u6790\u7684\u89d2\u5ea6\u6db5\u76d6\u4e86\u53ef\u4ee5\u4ece\u6392\u5e8f\u3001\u805a\u7c7b\u548c\u56de\u5f52\u8fc7\u7a0b\u4e2d\u5b66\u4e60\u7684\u6709\u76d1\u7763\u3001\u65e0\u76d1\u7763\u548c\u534a\u76d1\u7763\u65b9\u6cd5\uff1b NoSQL \u6570\u636e\u6a21\u578b\u548c\u521b\u65b0\uff1b\u4ee5\u53ca\u57fa\u4e8e\u5730\u56fe\u7f29\u51cf\u548c\u6a21\u62df\u8303\u5f0f\u7684\u53ef\u6269\u5c55\u4e91\u8ba1\u7b97\u7cfb\u7edf\u7684\u529f\u80fd\u548c\u5f71\u54cd\u3002<\/p>\n\n<p>\u5728\u8bfe\u7a0b\u671f\u95f4\uff0c\u60a8\u5c06\u5c1d\u8bd5\u4e00\u4e9b\u9879\u76ee\u4ee5\u83b7\u5f97\u8d44\u683c\u5e76\u83b7\u5f97\u53ef\u5171\u4eab\u7684\u8bc1\u4e66\u3002<\/p>\n\n<p><strong>\u4ee5\u4e0b\u662f\u8be5\u4e13\u4e1a\u8bfe\u7a0b\u7684\u6a21\u5757\uff1b<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u6570\u636e\u9a71\u52a8\u4e1a\u52a1\u7b80\u4ecb<\/li><li>\u672f\u8bed\u548c\u57fa\u672c\u6982\u5ff5<\/li><li>\u5546\u4e1a\u6570\u636e\u79d1\u5b66\u65b9\u6cd5<\/li><li>\u6311\u6218\u4e0e\u7ed3\u8bba<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fdata-science-for-business-innovation\" target=\"_blank\" rel=\"noreferrer noopener\">\u73b0\u5728\u6ce8\u518c<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-learn-sql-basics-for-data-science-specialization-ucdavis-university-of-california\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Flearn-sql-basics-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">\u5b66\u4e60\u6570\u636e\u79d1\u5b66\u4e13\u4e1a\u5316\u7684 SQL \u57fa\u7840\u77e5\u8bc6\uff08\u52a0\u5dde\u5927\u5b66\u6234\u7ef4\u65af\u5206\u6821\uff09<\/a><\/h2>\n\n<p>\u8fd9\u4e2a\u4e13\u4e1a\u8bfe\u7a0b\u662f\u81ea\u5b9a\u8fdb\u5ea6\u548c\u7ed3\u6784\u5316\u7684\uff0c\u53ef\u5e2e\u52a9\u60a8\u5728\u77ed\u65f6\u95f4\u5185\u5b66\u4e60\u72ec\u7279\u7684\u5de5\u4f5c\u6280\u80fd\u3002 \u8be5\u4e13\u4e1a\u7531 UCDAVIS \u63d0\u4f9b\uff0c\u51e0\u4e4e\u4e0d\u9700\u8981\u6216\u4e0d\u9700\u8981\u7f16\u7a0b\u7ecf\u9a8c\uff0c\u56e0\u4e3a\u60a8\u5c06\u4ece\u5934\u5f00\u59cb\u5b66\u4e60\u6570\u636e\u548c SQL \u67e5\u8be2\u3002<\/p>\n\n<p>\u60a8\u5c06\u6db5\u76d6\u91cd\u8981\u7684\u4e3b\u9898\uff0c\u4f8b\u5982 SQL \u57fa\u7840\u77e5\u8bc6\u3001SQL\u3001\u5206\u6790\u3001AB \u6d4b\u8bd5\u548c\u4f7f\u7528 Apache Spark \u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u3002<\/p>\n\n<p>\u968f\u7740\u60a8\u5728\u672c\u8282\u4e2d\u7684\u8fdb\u4e00\u6b65\u5b66\u4e60\uff0c\u60a8\u5c06\u5b66\u4e60\u5982\u4f55\u7f16\u5199\u67e5\u8be2\u3001\u8fc7\u6ee4\u3001\u6392\u5e8f\u3001\u6c47\u603b\u751a\u81f3\u64cd\u4f5c\u6570\u636e\u3002 \u4f7f\u7528\u6570\u636e\u7816\u5de5\u4f5c\u533a\uff0c\u60a8\u5c06\u80fd\u591f\u521b\u5efa\u53ef\u4ee5\u8bfb\u53d6\u548c\u8f6c\u6362\u6570\u636e\u7684\u7aef\u5230\u7aef\u7ba1\u9053\u3002<\/p>\n\n<p>\u9009\u62e9\u672c\u8bfe\u7a0b\u7684\u5b66\u751f\u5c06\u80fd\u591f\u5728\u4efb\u4f55\u90e8\u95e8\u627e\u5230\u4e00\u4efd\u6570\u636e\u5e93\u7ba1\u7406\u5458\u6216\u7a0b\u5e8f\u5206\u6790\u5e08\u7684\u5de5\u4f5c<\/p>\n\n<p><strong>\u672c\u4e13\u4e1a\u8bfe\u7a0b\u4e2d\u7684\u8fd9\u56db (4) \u4e2a\u6a21\u5757\u662f\uff1b<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u7528\u4e8e\u6570\u636e\u79d1\u5b66\u7684 SQL<\/li><li>\u4f7f\u7528 SQL \u8fdb\u884c\u6570\u636e\u6574\u7406\u3001\u5206\u6790\u548c AB \u6d4b\u8bd5<\/li><li>\u4f7f\u7528 Spark SQL \u8fdb\u884c\u5206\u5e03\u5f0f\u8ba1\u7b97<\/li><li>SQL \u6570\u636e\u79d1\u5b66 Capstone \u9879\u76ee<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Flearn-sql-basics-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">\u73b0\u5728\u6ce8\u518c<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-ibm-data-science-ibm\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fprofessional-certificates%2Fibm-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">IBM \u6570\u636e\u79d1\u5b66 (IBM)<\/a><\/h2>\n\n<p>\u6570\u636e\u79d1\u5b66\u662f IBM \u4f17\u591a\u6570\u636e\u79d1\u5b66\u4e13\u4e1a\u4e4b\u4e00\uff0c\u56e0\u4e3a\u5b83\u4eec\u5728\u8fd9\u65b9\u9762\u7684\u5386\u53f2\u60a0\u4e45\u3002<\/p>\n\n<p>\u4f5c\u4e3a\u4e00\u540d\u5b66\u751f\uff0c\u53c2\u52a0\u672c\u8bfe\u7a0b\u5c06\u4f7f\u60a8\u4e86\u89e3\u6570\u636e\u5728\u73b0\u5b9e\u751f\u6d3b\u4e2d\u7684\u5e94\u7528\u3002 \u901a\u8fc7\u6b64\u5728\u7ebf\u8bfe\u7a0b\u9884\u6d4b\u7684\u751f\u6d3b\u7ecf\u9a8c\u662f\u771f\u5b9e\u7684\uff0c\u56e0\u4e3a\u60a8\u5c06\u83b7\u5f97\u5bf9\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u8bed\u8a00\uff1a\u5e94\u7528\u7a0b\u5e8f\u548c\u7528\u4f8b\u7684\u5b9d\u8d35\u89c1\u89e3\u3002 \u5728\u8bfe\u7a0b\u7ed3\u675f\u65f6\uff0c\u60a8\u7684\u5fc3\u6001\u4f1a\u53d1\u751f\u53d8\u5316\uff0c\u60a8\u5c06\u66f4\u50cf\u6570\u636e\u79d1\u5b66\u5bb6\u4e00\u6837\u601d\u8003\uff0c\u56e0\u4e3a\u60a8\u5c06\u80fd\u591f\u5c06\u6240\u5b66\u5e94\u7528\u4e8e\u5b9e\u9645\u7684\u6570\u636e\u79d1\u5b66\u95ee\u9898\u3002<\/p>\n\n<p>\u60a8\u5c06\u5b66\u4e60\u5982\u4f55\u4f7f\u7528\u7684\u4e00\u4e9b\u6280\u80fd\u548c\u8f6f\u4ef6\u662f Watson Studio\u3001JupyterLab\u3001GitHub \u548c R Studio\u3002<\/p>\n\n<p><strong>\u672c\u8bfe\u7a0b\u6db5\u76d6\u4ee5\u4e0b\u90e8\u5206\uff1b<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u4ec0\u4e48\u662f\u6570\u636e\u79d1\u5b66\uff1f<\/li><li>\u6570\u636e\u79d1\u5b66\u5de5\u5177<\/li><li>\u6570\u636e\u79d1\u5b66\u65b9\u6cd5\u8bba<\/li><li>\u6570\u636e\u79d1\u5b66\u548c\u4eba\u5de5\u667a\u80fd\u7684 Python<\/li><li>\u7528\u4e8e\u6570\u636e\u79d1\u5b66\u7684\u6570\u636e\u5e93\u548c SQL \u4f7f\u7528 Python<\/li><li>\u4e0e Python \u7684\u6570\u636e\u5206\u6790<\/li><li>\u6570\u636e\u53ef\u89c6\u5316\u4e0e Python<\/li><li>\u4f7f\u7528 Python \u8fdb\u884c\u673a\u5668\u5b66\u4e60<\/li><li>\u5e94\u7528\u6570\u636e\u79d1\u5b66\u9876\u77f3<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fprofessional-certificates%2Fibm-data-science\" target=\"_blank\" rel=\"noreferrer noopener\">\u73b0\u5728\u6ce8\u518c<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-data-visualization-dashboarding-with-r-specialization\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fjhu-data-visualization-dashboarding-with-r\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f7f\u7528 R \u4e13\u4e1a\u5316\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316\u548c\u4eea\u8868\u677f<\/a><\/h2>\n\n<p>\u60a8\u4e0d\u5fc5\u88ab\u544a\u77e5\u4fe1\u606f\u662f\u4e16\u754c\u7684\u65b0\u8d27\u5e01\u3002 \u8fd9\u5c31\u662f\u7ea6\u7ff0\u970d\u666e\u91d1\u65af\u5927\u5b66\u63d0\u4f9b\u7684\u8fd9\u95e8\u8bfe\u7a0b\u3002 \u4f7f\u7528 R \u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316\u548c\u4eea\u8868\u677f\u662f\u4e00\u4e2a\u4e94\u5408\u4e00\u6a21\u5757\u5305\uff0c\u5b83\u5efa\u7acb\u5728\u60a8\u7684\u6570\u636e\u5148\u51b3\u6761\u4ef6\u57fa\u7840\u4e4b\u4e0a\u3002 \u884c\u4e1a\u4e13\u5bb6\u5c06\u6559\u4f60\u5982\u4f55\u4f7f\u7528 R \u4f5c\u54c1\u53ef\u89c6\u5316\u6570\u636e\u3002 \u60a8\u5c06\u521b\u5efa\u53ef\u4ee5\u5728 Web \u4e0a\u53d1\u5e03\u7684\u9759\u6001\u548c\u52a8\u6001\u6570\u636e\u53ef\u89c6\u5316\u3002<\/p>\n\n<p>\u5728\u8bfe\u7a0b\u5927\u7eb2\u7ed3\u675f\u65f6\uff0c\u60a8\u5c06\u6210\u4e3a\u6570\u636e\u53ef\u89c6\u5316\u65b9\u9762\u7684\u4e13\u5bb6\uff0c\u5e76\u83b7\u5f97\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u8bc1\u4e66\u3002<\/p>\n\n<p><strong>\u4ee5\u4e0b\u662f\u60a8\u5c06\u5728\u672c\u4e13\u4e1a\u4e2d\u627e\u5230\u7684\u6a21\u5757\uff1b<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>R \u4e2d\u7684\u6570\u636e\u53ef\u89c6\u5316\u5165\u95e8<\/li><li>\u4f7f\u7528 ggplot2 \u5728 R \u4e2d\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316<\/li><li>\u4f7f\u7528 R \u8fdb\u884c\u9ad8\u7ea7\u6570\u636e\u53ef\u89c6\u5316<\/li><li>\u4f7f\u7528 Shiny \u548c flex \u4eea\u8868\u677f\u5728 R \u4e2d\u53d1\u5e03\u53ef\u89c6\u5316<\/li><li>\u6570\u636e\u53ef\u89c6\u5316\u9876\u70b9<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fjhu-data-visualization-dashboarding-with-r\" target=\"_blank\" rel=\"noreferrer noopener\">\u73b0\u5728\u6ce8\u518c<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-satellite-imagery-spatial-analysis-in-gis-university-of-toronto\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fspatial-analysis-satellite-imagery-in-a-gis\" target=\"_blank\" rel=\"noreferrer noopener\">\u536b\u661f\u56fe\u50cf\uff0cGIS \u4e2d\u7684\u7a7a\u95f4\u5206\u6790\uff08\u591a\u4f26\u591a\u5927\u5b66\uff09<\/a><\/h2>\n\n<p>\u60a8\u662f\u5426\u5bf9 GIS \u539f\u7406\u548c\u7b56\u7565\u611f\u5174\u8da3\u5e76\u60f3\u81ea\u5df1\u5b9e\u8df5\uff1f \u90a3\u4e48\u8fd9\u95e8\u8bfe\u7a0b\u9002\u5408\u4f60\u3002 \u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u9002\u5408\u5730\u56fe\u548c GIS \u65b0\u624b\u7684\u4e13\u4e1a\u3002 \u591a\u4f26\u591a\u5927\u5b66\u901a\u8fc7 Coursera \u8fdc\u7a0b\u5b66\u4e60\u5e73\u53f0\u6559\u6388\u7684\u8bfe\u7a0b\u662f\u5b66\u4e60\u5e02\u573a\u4e0a\u6700\u91cd\u8981\u7684\u6280\u80fd\u4e4b\u4e00\u7684\u7edd\u4f73\u673a\u4f1a\u3002 \u60a8\u5c06\u5b66\u4e60\u4f7f\u7528\u591a\u79cd\u6570\u636e\u7c7b\u578b\u548c\u65b9\u6cd5\u6765\u89e3\u91ca\u5730\u56fe\u6570\u636e\u7684\u6280\u80fd\u6765\u89e3\u51b3\u7a7a\u95f4\u95ee\u9898\u3002 \u60a8\u8fd8\u5c06\u4e86\u89e3\u4f7f\u7528\u5404\u79cd\u5f62\u5f0f\u7684\u67e5\u8be2\u6765\u5b9a\u4f4d\u56de\u7b54\u7279\u5b9a\u67e5\u8be2\u6240\u9700\u7684\u6570\u636e\u7684\u6570\u636e\u96c6\u5904\u7406\u3002 \u5728\u8bfe\u7a0b\u4e13\u4e1a\u5316\u7684\u57fa\u7840\u4e0a\uff0c\u60a8\u5c06\u901a\u8fc7\u6280\u672f\u548c\u57f9\u8bad\u6765\u5206\u6790\u548c\u4f7f\u7528\u77e2\u91cf\u6570\u636e\u6765\u67e5\u627e\u6570\u636e\u96c6\u5185\u548c\u6570\u636e\u96c6\u4e4b\u95f4\u7684\u7a7a\u95f4\u76f8\u5173\u6027\u3002<\/p>\n\n<p><strong>\u60a8\u5c06\u5728\u672c\u4e13\u4e1a\u4e2d\u627e\u5230\u7684\u6a21\u5757\u662f\uff1b<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u4f7f\u7528\u67e5\u8be2\u8fc7\u6ee4\u6570\u636e<\/li><li>\u77e2\u91cf\u5206\u6790<\/li><li>\u9065\u611f\u4f5c\u4e3aGIS\u6570\u636e\u6e90<\/li><li>\u6805\u683c\u5206\u6790<\/li><li>\u9879\u76ee\uff1a\u7a7a\u95f4\u5206\u6790<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fspatial-analysis-satellite-imagery-in-a-gis\" target=\"_blank\" rel=\"noreferrer noopener\">\u73b0\u5728\u6ce8\u518c<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-applied-data-science-with-python-university-of-michigan\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fdata-science-python\" target=\"_blank\" rel=\"noreferrer noopener\">\u5e94\u7528\u6570\u636e\u79d1\u5b66\u4e0ePython\uff08\u5bc6\u6b47\u6839\u5927\u5b66\uff09<\/a><\/h2>\n\n<p>\u4f5c\u4e3a\u4e00\u6240\u9876\u5c16\u5927\u5b66\uff0c\u5bc6\u6b47\u6839\u5dde\u901a\u8fc7 Coursera \u5e73\u53f0\u4e3a\u5168\u7403\u5b66\u751f\u63d0\u4f9b\u5b66\u4e60\u5e94\u7528\u6570\u636e\u79d1\u5b66\u7684\u673a\u4f1a\u3002<\/p>\n\n<p>\u672c\u8bfe\u7a0b\u5c06\u4f7f\u60a8\u6df1\u5165\u4e86\u89e3\u6570\u636e\u79d1\u5b66\u3001\u6570\u636e\u5e94\u7528\u3001\u6280\u672f\u548c\u6570\u636e\u5206\u6790\u3002<\/p>\n\n<p>\u5b66\u4e60\u672c\u8bfe\u7a0b\u5c06\u62d3\u5bbd\u60a8\u7684\u77e5\u8bc6\u9762\u5e76\u83b7\u5f97\u6025\u9700\u7684\u6280\u80fd\uff0c\u4f8b\u5982 Python \u7f16\u7a0b\u3001\u6570\u636e\u53ef\u89c6\u5316\u3001\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u3001\u6570\u636e\u6e05\u7406\u3001Scikit-Learn\u3001\u6587\u672c\u6316\u6398\u7b49\u7b49\u3002<\/p>\n\n<p>Applied Data Science with Python \u662f\u4e00\u95e8\u4e94\u95e8\u8bfe\u7a0b (5) \u8bfe\u7a0b\uff0c\u9762\u5411\u5177\u6709 Python \u7f16\u7a0b\u77e5\u8bc6\uff08\u4e2d\u7ea7\uff09\u5e76\u8ba4\u771f\u5b66\u4e60\u5982\u4f55\u5c06\u6570\u636e\u53ef\u89c6\u5316\u5e94\u7528\u4e8e\u73b0\u5b9e\u751f\u6d3b\u573a\u666f\u7684\u5b66\u751f\u3002<\/p>\n\n<p><strong>\u67e5\u627e\u672c\u8bfe\u7a0b\u4e2d\u5305\u542b\u7684\u6a21\u5757\uff1b<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>Python \u6570\u636e\u79d1\u5b66\u7b80\u4ecb<\/li><li>\u5728 Python \u4e2d\u5e94\u7528\u7ed8\u56fe\u3001\u56fe\u8868\u548c\u6570\u636e\u8868\u793a<\/li><li>\u5728 Python \u4e2d\u5e94\u7528\u673a\u5668\u5b66\u4e60<\/li><li>\u5728 Python \u4e2d\u5e94\u7528\u6587\u672c\u6316\u6398<\/li><li>\u5728 Python \u4e2d\u5e94\u7528\u793e\u4ea4\u7f51\u7edc\u5206\u6790<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fdata-science-python\" target=\"_blank\" rel=\"noreferrer noopener\">\u73b0\u5728\u6ce8\u518c<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-excel-skills-for-business-intermediate-macquarie-university\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fexcel-intermediate-1\" target=\"_blank\" rel=\"noreferrer noopener\">Excel \u5546\u52a1\u6280\u80fd\uff1a\u4e2d\u7ea7\uff08\u9ea6\u8003\u745e\u5927\u5b66\uff09<\/a><\/h2>\n\n<p>Excel \u5c06\u6c38\u8fdc\u662f\u4f01\u4e1a\u4e1a\u52a1\u7684\u4e00\u90e8\u5206\uff0c\u56e0\u4e3a\u5b83\u662f\u5de5\u4f5c\u533a\u4e2d\u5e7f\u53d7\u6b22\u8fce\u7684\u8f6f\u4ef6\u3002 \u9ea6\u8003\u745e\u5927\u5b66\u63d0\u4f9b\u7684\u8fd9\u95e8 excel \u8bfe\u7a0b\u975e\u5e38\u68d2\uff0c\u56e0\u4e3a\u5b83\u662f\u786e\u4fdd IT \u5de5\u4f5c\u7684\u5b9d\u8d35\u57fa\u7840\u8d44\u4ea7\u3002<\/p>\n\n<p>\u5728 Coursera \u4e0a\u9009\u62e9\u8fd9\u95e8\u8bfe\u7a0b\u662f\u65b0\u8fdb\u5165 IT \u9886\u57df\u7684\u7406\u60f3\u9009\u62e9\u3002 \u60a8\u5c06\u63a5\u89e6\u5230 Excel \u4f5c\u4e3a\u5176\u4e1a\u52a1\u5e94\u7528\u7a0b\u5e8f\u7684\u57fa\u7840\uff0c\u6269\u5c55\u60a8\u5728\u7ba1\u7406\u6570\u636e\u96c6\u65b9\u9762\u7684\u77e5\u8bc6\u6280\u80fd\uff0c\u5e76\u521b\u5efa\u6709\u610f\u4e49\u7684\u62a5\u544a\u3002<\/p>\n\n<p>\u5728\u8bfe\u7a0b\u7ed3\u675f\u65f6\uff0c\u60a8\u5c06\u4e3a\u6c42\u804c\u505a\u597d\u51c6\u5907\uff0c\u56e0\u4e3a\u60a8\u5c06\u83b7\u5f97\u6240\u9700\u7684 Microsoft Excel\u3001\u4e32\u8054\u3001\u6570\u636e\u900f\u89c6\u56fe\u548c\u8868\u683c\u6280\u80fd\u3002<\/p>\n\n<p>\u8bfe\u7a0b\u7ed3\u675f\u540e\uff0c\u60a8\u5c06\u83b7\u5f97\u53ef\u5171\u4eab\u7684\u8ba4\u8bc1\u3002<\/p>\n\n<p><strong>\u4ee5\u4e0b\u662f\u60a8\u5c06\u5728\u8bfe\u7a0b\u4e2d\u6db5\u76d6\u7684\u4e3b\u9898\uff1b<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u4f7f\u7528\u591a\u4e2a\u5de5\u4f5c\u8868\u548c\u5de5\u4f5c\u7c3f<\/li><li>\u6587\u672c\u548c\u65e5\u671f\u51fd\u6570<\/li><li>\u547d\u540d\u8303\u56f4<\/li><li>\u6c47\u603b\u6570\u636e<\/li><li>\u8868<\/li><li>\u6570\u636e\u900f\u89c6\u8868\u3001\u56fe\u8868\u548c\u5207\u7247\u5668<\/li><li>\u6700\u7ec8\u8bc4\u4f30<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fexcel-intermediate-1\" target=\"_blank\" rel=\"noreferrer noopener\">\u73b0\u5728\u6ce8\u518c<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<h2 class=\"wp-block-heading\" id=\"h-analyzing-big-data-with-sql-cloudera\"><a href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fcloudera-big-data-analysis-sql-queries\" target=\"_blank\" rel=\"noreferrer noopener\">\u4f7f\u7528 SQL \u5206\u6790\u5927\u6570\u636e (CLOUDERA)<\/a><\/h2>\n\n<p>\u4f7f\u7528 SQL \u5206\u6790\u5927\u6570\u636e\u662f Coursera \u76ee\u5f55\u4e2d\u6700\u65b0\u7684\u70ed\u95e8\u6570\u636e\u5e93\u8bfe\u7a0b\uff0c\u5b66\u751f\u9700\u8981\u5b66\u4e60\u76f8\u5173\u6280\u80fd\u624d\u80fd\u5728\u5f53\u4eca\u7684 IT \u884c\u4e1a\u4e2d\u4fdd\u6301\u76f8\u5173\u6027\u3002 CLOUDERA \u63d0\u4f9b\uff0c\u7528 SQL \u5206\u6790\u5927\u6570\u636e\u5c06\u8ba9\u60a8\u6df1\u5165\u4e86\u89e3 SQL \u529f\u80fd\u3002 \u672c\u8bfe\u7a0b\u66f4\u4fa7\u91cd\u4e8e\u5927\u6570\u636e SQL \u5f15\u64ce APACHE Hive \u548c APACHE Impala\uff0c\u8fd9\u610f\u5473\u7740\u60a8\u5c06\u5b66\u4e60\u5982\u4f55\u4f7f\u7528\u5404\u79cd\u5de5\u5177\u63a2\u7d22\u548c\u67e5\u8be2\u6570\u636e\u5e93\u3002 \u60a8\u8fd8\u503e\u5411\u4e8e\u4e00\u4e2a\u5c0f\u7ec4\u5e76\u8fdb\u884c\u6c47\u603b\uff0c\u4ee5\u4fbf\u8f7b\u677e\u56de\u7b54\u5206\u6790\u95ee\u9898\u3002<\/p>\n\n<p>\u4f5c\u4e3a\u5148\u51b3\u6761\u4ef6\uff0c\u9700\u8981\u5728\u60a8\u7684\u8ba1\u7b97\u673a\u4e0a\u5b89\u88c5\u865a\u62df\u673a\u624d\u80fd\u5b66\u4e60\u672c\u8bfe\u7a0b\u3002<\/p>\n\n<p>\u672c\u8bfe\u7a0b\u975e\u5e38\u9002\u5408\u6709\u5174\u8da3\u6d89\u8db3\u6570\u636e\u5e93\u7ba1\u7406\u548c\u7ba1\u7406\u7684\u5b66\u4e60\u8005\uff0c\u56e0\u4e3a\u60a8\u5c06\u5b66\u4e60 SELECT \u8bed\u53e5\u7684\u57fa\u7840\u77e5\u8bc6\u3001\u8fc7\u6ee4\u7ed3\u679c\u3001\u56de\u7b54\u5206\u6790\u95ee\u9898\uff0c\u4ee5\u53ca\u6392\u5e8f\u548c\u9650\u5236\u8f93\u51fa<\/p>\n\n<p>\u60a8\u5c06\u5b66\u4e60\u4f46\u4e0d\u9650\u4e8e Apache Impala\u3001\u5927\u6570\u636e\u3001SQL\u3001Apache Hive\u3001Apache \u5206\u6790\u7b49\u6280\u80fd\u3002<\/p>\n\n<p>\u5b8c\u6210\u540e\u60a8\u5c06\u83b7\u5f97\u4e00\u4efd\u8bc1\u4e66\uff0c\u53ef\u4ee5\u4e0e\u52b3\u5de5\u96c7\u4e3b\u5171\u4eab\u3002<\/p>\n\n<p><strong>\u4ee5\u4e0b\u6a21\u5757\u662f\u60a8\u5c06\u5728\u672c\u8bfe\u7a0b\u4e2d\u6db5\u76d6\u7684\u4ee4\u4eba\u5174\u594b\u7684\u4e3b\u9898\uff1b<\/strong><\/p>\n\n<ul class=\"wp-block-list\"><li>\u9762\u5411\u5927\u6570\u636e\u7684 SQL<\/li><li>SQL SELECT \u8981\u70b9<\/li><li>\u8fc7\u6ee4\u6570\u636e<\/li><li>\u8fc7\u6ee4\u6570\u636e<\/li><li>\u5206\u7ec4\u548c\u805a\u5408\u6570\u636e<\/li><li>\u6392\u5e8f\u548c\u9650\u5236\u6570\u636e<\/li><li>\u7ec4\u5408\u6570\u636e<\/li><\/ul>\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-499968f5 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/imp.i384100.net\/c\/3308140\/1164545\/14726?u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fcloudera-big-data-analysis-sql-queries\" target=\"_blank\" rel=\"noreferrer noopener\">\u73b0\u5728\u6ce8\u518c<\/a><\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f60\u4e0d\u662f\u552f\u4e00\u4e00\u4e2a\u60f3\u53c2\u52a0\u6570\u636e\u79d1\u5b66\u8bfe\u7a0b\u7684\u4eba\u3002 &hellip;<\/p>\n","protected":false},"author":1,"featured_media":136874,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[2015],"tags":[],"class_list":["post-386348","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-2015"],"acf":[],"_links":{"self":[{"href":"https:\/\/iotworlds.com\/zh-hans\/wp-json\/wp\/v2\/posts\/386348","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iotworlds.com\/zh-hans\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/iotworlds.com\/zh-hans\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/iotworlds.com\/zh-hans\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/iotworlds.com\/zh-hans\/wp-json\/wp\/v2\/comments?post=386348"}],"version-history":[{"count":0,"href":"https:\/\/iotworlds.com\/zh-hans\/wp-json\/wp\/v2\/posts\/386348\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iotworlds.com\/zh-hans\/wp-json\/wp\/v2\/media\/136874"}],"wp:attachment":[{"href":"https:\/\/iotworlds.com\/zh-hans\/wp-json\/wp\/v2\/media?parent=386348"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iotworlds.com\/zh-hans\/wp-json\/wp\/v2\/categories?post=386348"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iotworlds.com\/zh-hans\/wp-json\/wp\/v2\/tags?post=386348"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}