{"id":1144384,"date":"2025-01-08T22:59:10","date_gmt":"2025-01-08T14:59:10","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1144384.html"},"modified":"2025-01-08T22:59:13","modified_gmt":"2025-01-08T14:59:13","slug":"2024%e5%b9%b4%e7%8c%aa%e5%85%ab%e6%88%92%e7%bd%91python%e6%96%b0%e6%89%8b%e5%a6%82%e4%bd%95%e6%8e%a5%e5%8d%95","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1144384.html","title":{"rendered":"2024\u5e74\u732a\u516b\u6212\u7f51python\u65b0\u624b\u5982\u4f55\u63a5\u5355"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24181516\/30f78857-b1e3-408a-bf2f-ef1f4bdeab82.webp\" alt=\"2024\u5e74\u732a\u516b\u6212\u7f51python\u65b0\u624b\u5982\u4f55\u63a5\u5355\" \/><\/p>\n<p><p> <strong>2024\u5e74\u732a\u516b\u6212\u7f51Python\u65b0\u624b\u5982\u4f55\u63a5\u5355<\/strong>  <\/p>\n<\/p>\n<p><p><strong>\u5feb\u901f\u63d0\u5347Python\u6280\u80fd\u3001\u4f18\u5316\u4e2a\u4eba\u4e3b\u9875\u3001\u4e3b\u52a8\u4e0e\u6f5c\u5728\u5ba2\u6237\u6c9f\u901a\u3001\u5408\u7406\u5b9a\u4ef7\u3001\u6301\u7eed\u5b66\u4e60\u548c\u6539\u8fdb<\/strong>\u3002\u5bf9\u4e8e\u65b0\u624b\u800c\u8a00\uff0c\u6700\u5173\u952e\u7684\u662f\u5feb\u901f\u63d0\u5347Python\u6280\u80fd\u3002\u719f\u7ec3\u638c\u63e1Python\u57fa\u7840\u8bed\u6cd5\u3001\u5e38\u7528\u5e93\uff08\u5982Pandas\u3001Numpy\u3001Matplotlib\u7b49\uff09\u548c\u5e38\u89c1\u7684\u5e94\u7528\u573a\u666f\uff08\u5982\u6570\u636e\u5206\u6790\u3001\u81ea\u52a8\u5316\u811a\u672c\u3001Web\u5f00\u53d1\u7b49\uff09\uff0c\u80fd\u591f\u663e\u8457\u63d0\u9ad8\u63a5\u5355\u6210\u529f\u7387\u548c\u5ba2\u6237\u6ee1\u610f\u5ea6\u3002<\/p>\n<\/p>\n<p><p>\u5728\u732a\u516b\u6212\u7f51\u8fd9\u4e2a\u5e73\u53f0\u4e0a\uff0cPython\u65b0\u624b\u5982\u4f55\u9ad8\u6548\u63a5\u5355\u548c\u62d3\u5c55\u4e1a\u52a1\uff0c\u662f\u4e00\u4e2a\u9700\u8981\u7b56\u7565\u548c\u6280\u5de7\u7684\u95ee\u9898\u3002\u672c\u6587\u5c06\u4ece\u591a\u4e2a\u89d2\u5ea6\u8be6\u7ec6\u63a2\u8ba8\u5982\u4f55\u57282024\u5e74\u901a\u8fc7\u732a\u516b\u6212\u7f51\u5b9e\u73b0Python\u65b0\u624b\u7684\u63a5\u5355\u76ee\u6807\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u5feb\u901f\u63d0\u5347Python\u6280\u80fd<\/h3>\n<\/p>\n<p><p>\u5bf9\u4e8e\u65b0\u624b\u6765\u8bf4\uff0c\u6280\u80fd\u7684\u63d0\u5347\u662f\u63a5\u5355\u7684\u57fa\u7840\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5177\u4f53\u7684\u65b9\u6cd5\u548c\u5efa\u8bae\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u7cfb\u7edf\u5b66\u4e60Python\u57fa\u7840<\/h4>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u7cfb\u7edf\u5b66\u4e60Python\u7684\u57fa\u7840\u8bed\u6cd5\u548c\u5e38\u7528\u5e93\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u8fdb\u884c\u5b66\u4e60\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u5728\u7ebf\u8bfe\u7a0b<\/strong>\uff1a\u5982Coursera\u3001Udemy\u3001edX\u7b49\u5e73\u53f0\u63d0\u4f9b\u7684Python\u8bfe\u7a0b\uff0c\u8fd9\u4e9b\u8bfe\u7a0b\u901a\u5e38\u4ece\u57fa\u7840\u5230\u9ad8\u7ea7\uff0c\u6db5\u76d6\u4e86Python\u7f16\u7a0b\u7684\u65b9\u65b9\u9762\u9762\u3002<\/li>\n<li><strong>\u4e66\u7c4d<\/strong>\uff1a\u7ecf\u5178\u7684Python\u4e66\u7c4d\u5982\u300aPython\u7f16\u7a0b\uff1a\u4ece\u5165\u95e8\u5230\u5b9e\u8df5\u300b\u3001\u300a\u6d41\u7545\u7684Python\u300b\u7b49\uff0c\u90fd\u662f\u5b66\u4e60\u7684\u597d\u6750\u6599\u3002<\/li>\n<li><strong>\u5b9e\u8df5\u9879\u76ee<\/strong>\uff1a\u901a\u8fc7\u81ea\u5df1\u52a8\u624b\u7f16\u5199\u4e00\u4e9b\u5c0f\u9879\u76ee\u6765\u5de9\u56fa\u6240\u5b66\u77e5\u8bc6\u3002\u6bd4\u5982\uff0c\u7f16\u5199\u4e00\u4e2a\u7b80\u5355\u7684Web\u722c\u866b\u3001\u6570\u636e\u5206\u6790\u811a\u672c\u7b49\u3002<\/li>\n<\/ul>\n<p><h4>2\u3001\u638c\u63e1\u5e38\u7528Python\u5e93<\/h4>\n<\/p>\n<p><p>Python\u7684\u5f3a\u5927\u5728\u4e8e\u5176\u4e30\u5bcc\u7684\u5e93\u548c\u6846\u67b6\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u7528\u5e93\u53ca\u5176\u5e94\u7528\u573a\u666f\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>Pandas<\/strong>\uff1a\u7528\u4e8e\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u3002\u719f\u7ec3\u4f7f\u7528Pandas\u53ef\u4ee5\u5e2e\u52a9\u4f60\u5feb\u901f\u5904\u7406\u548c\u5206\u6790\u5927\u91cf\u6570\u636e\u3002<\/li>\n<li><strong>NumPy<\/strong>\uff1a\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u7ec4\u64cd\u4f5c\u3002NumPy\u662f\u8bb8\u591a\u6570\u636e\u79d1\u5b66\u548c<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u5e93\u7684\u57fa\u7840\u3002<\/li>\n<li><strong>Matplotlib<\/strong>\uff1a\u7528\u4e8e\u6570\u636e\u53ef\u89c6\u5316\u3002\u80fd\u591f\u4f7f\u7528Matplotlib\u521b\u5efa\u5404\u79cd\u56fe\u8868\uff0c\u662f\u6570\u636e\u5206\u6790\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u6280\u80fd\u3002<\/li>\n<li><strong>Requests<\/strong>\uff1a\u7528\u4e8eHTTP\u8bf7\u6c42\u3002\u7f16\u5199Web\u722c\u866b\u65f6\uff0c\u8fd9\u4e2a\u5e93\u975e\u5e38\u6709\u7528\u3002<\/li>\n<li><strong>BeautifulSoup<\/strong>\uff1a\u7528\u4e8e\u89e3\u6790HTML\u548cXML\u6587\u6863\u3002\u5e38\u7528\u4e8eWeb\u722c\u866b\u4e2d\u3002<\/li>\n<\/ul>\n<p><h3>\u4e8c\u3001\u4f18\u5316\u4e2a\u4eba\u4e3b\u9875<\/h3>\n<\/p>\n<p><p>\u5728\u732a\u516b\u6212\u7f51\u4e0a\uff0c\u4e00\u4e2a\u5438\u5f15\u4eba\u7684\u4e2a\u4eba\u4e3b\u9875\u662f\u5438\u5f15\u5ba2\u6237\u7684\u5173\u952e\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u4f18\u5316\u4e2a\u4eba\u4e3b\u9875\u7684\u7b56\u7565\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u8be6\u7ec6\u586b\u5199\u4e2a\u4eba\u4fe1\u606f<\/h4>\n<\/p>\n<ul>\n<li><strong>\u4e2a\u4eba\u7b80\u4ecb<\/strong>\uff1a\u7528\u7b80\u6d01\u6709\u529b\u7684\u8bed\u8a00\u63cf\u8ff0\u4f60\u7684\u6280\u80fd\u3001\u7ecf\u9a8c\u548c\u4e13\u4e1a\u9886\u57df\u3002\u53ef\u4ee5\u63d0\u53ca\u4f60\u64c5\u957f\u7684\u6570\u636e\u5206\u6790\u3001Web\u5f00\u53d1\u6216\u81ea\u52a8\u5316\u811a\u672c\u7b49\u5177\u4f53\u5e94\u7528\u3002<\/li>\n<li><strong>\u4f5c\u54c1\u5c55\u793a<\/strong>\uff1a\u4e0a\u4f20\u4e00\u4e9b\u4f60\u81ea\u5df1\u5b8c\u6210\u7684\u9879\u76ee\u6216\u8005\u4ee3\u7801\u7247\u6bb5\u3002\u8fd9\u6837\u53ef\u4ee5\u8ba9\u6f5c\u5728\u5ba2\u6237\u770b\u5230\u4f60\u7684\u5b9e\u9645\u80fd\u529b\u3002<\/li>\n<\/ul>\n<p><h4>2\u3001\u83b7\u53d6\u597d\u8bc4\u548c\u8bc4\u4ef7<\/h4>\n<\/p>\n<ul>\n<li><strong>\u5b8c\u6210\u5c0f\u4efb\u52a1<\/strong>\uff1a\u521a\u5f00\u59cb\u53ef\u4ee5\u63a5\u4e00\u4e9b\u5c0f\u4efb\u52a1\uff0c\u79ef\u7d2f\u7ecf\u9a8c\u548c\u597d\u8bc4\u3002\u5373\u4f7f\u4efb\u52a1\u62a5\u916c\u8f83\u4f4e\uff0c\u597d\u8bc4\u548c\u5ba2\u6237\u7684\u8ba4\u53ef\u662f\u65e0\u4ef7\u7684\u3002<\/li>\n<li><strong>\u53ca\u65f6\u6c9f\u901a<\/strong>\uff1a\u4e0e\u5ba2\u6237\u4fdd\u6301\u826f\u597d\u7684\u6c9f\u901a\uff0c\u53ca\u65f6\u56de\u5e94\u5ba2\u6237\u7684\u95ee\u9898\u548c\u9700\u6c42\uff0c\u786e\u4fdd\u9879\u76ee\u6309\u65f6\u4ea4\u4ed8\u3002<\/li>\n<\/ul>\n<p><h3>\u4e09\u3001\u4e3b\u52a8\u4e0e\u6f5c\u5728\u5ba2\u6237\u6c9f\u901a<\/h3>\n<\/p>\n<p><p>\u4e3b\u52a8\u6c9f\u901a\u662f\u83b7\u53d6\u8ba2\u5355\u7684\u91cd\u8981\u7b56\u7565\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5177\u4f53\u7684\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u6d4f\u89c8\u4efb\u52a1\u5217\u8868<\/h4>\n<\/p>\n<ul>\n<li><strong>\u7b5b\u9009\u5408\u9002\u4efb\u52a1<\/strong>\uff1a\u6bcf\u5929\u6d4f\u89c8\u732a\u516b\u6212\u7f51\u7684\u4efb\u52a1\u5217\u8868\uff0c\u7b5b\u9009\u51fa\u9002\u5408\u81ea\u5df1\u7684Python\u4efb\u52a1\u3002\u4e0d\u8981\u60e7\u6015\u4efb\u52a1\u7684\u96be\u5ea6\uff0c\u901a\u8fc7\u5c1d\u8bd5\u53ef\u4ee5\u4e0d\u65ad\u63d0\u5347\u81ea\u5df1\u7684\u80fd\u529b\u3002<\/li>\n<li><strong>\u53d1\u9001\u62a5\u4ef7<\/strong>\uff1a\u5bf9\u4e8e\u611f\u5174\u8da3\u7684\u4efb\u52a1\uff0c\u4e3b\u52a8\u53d1\u9001\u62a5\u4ef7\uff0c\u5e76\u5728\u62a5\u4ef7\u4e2d\u7b80\u8981\u8bf4\u660e\u4f60\u7684\u65b9\u6848\u548c\u4f18\u52bf\u3002<\/li>\n<\/ul>\n<p><h4>2\u3001\u5efa\u7acb\u957f\u671f\u5408\u4f5c\u5173\u7cfb<\/h4>\n<\/p>\n<ul>\n<li><strong>\u7ef4\u62a4\u5ba2\u6237\u5173\u7cfb<\/strong>\uff1a\u4e0e\u5b8c\u6210\u4efb\u52a1\u7684\u5ba2\u6237\u4fdd\u6301\u8054\u7cfb\uff0c\u5b9a\u671f\u95ee\u5019\u548c\u56de\u8bbf\uff0c\u4e86\u89e3\u4ed6\u4eec\u7684\u540e\u7eed\u9700\u6c42\u3002<\/li>\n<li><strong>\u63d0\u4f9b\u589e\u503c\u670d\u52a1<\/strong>\uff1a\u5728\u5b8c\u6210\u4efb\u52a1\u540e\uff0c\u53ef\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u989d\u5916\u7684\u5efa\u8bae\u6216\u670d\u52a1\uff0c\u589e\u52a0\u5ba2\u6237\u7684\u6ee1\u610f\u5ea6\u548c\u5fe0\u8bda\u5ea6\u3002<\/li>\n<\/ul>\n<p><h3>\u56db\u3001\u5408\u7406\u5b9a\u4ef7<\/h3>\n<\/p>\n<p><p>\u5b9a\u4ef7\u662f\u63a5\u5355\u7684\u91cd\u8981\u73af\u8282\uff0c\u5408\u7406\u7684\u5b9a\u4ef7\u53ef\u4ee5\u589e\u52a0\u6210\u529f\u7387\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5b9a\u4ef7\u7b56\u7565\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u4e86\u89e3\u5e02\u573a\u4ef7\u683c<\/h4>\n<\/p>\n<ul>\n<li><strong>\u5e02\u573a\u8c03\u7814<\/strong>\uff1a\u901a\u8fc7\u6d4f\u89c8\u732a\u516b\u6212\u7f51\u4e0a\u7c7b\u4f3c\u4efb\u52a1\u7684\u62a5\u4ef7\uff0c\u4e86\u89e3\u5e02\u573a\u7684\u5e73\u5747\u4ef7\u683c\u3002<\/li>\n<li><strong>\u7075\u6d3b\u5b9a\u4ef7<\/strong>\uff1a\u6839\u636e\u81ea\u5df1\u7684\u7ecf\u9a8c\u548c\u9879\u76ee\u96be\u5ea6\uff0c\u7075\u6d3b\u8c03\u6574\u4ef7\u683c\u3002\u5bf9\u4e8e\u590d\u6742\u7684\u9879\u76ee\uff0c\u53ef\u4ee5\u9002\u5f53\u63d0\u9ad8\u62a5\u4ef7\uff0c\u5bf9\u4e8e\u7b80\u5355\u7684\u9879\u76ee\uff0c\u53ef\u4ee5\u9002\u5f53\u964d\u4f4e\u62a5\u4ef7\u3002<\/li>\n<\/ul>\n<p><h4>2\u3001\u63d0\u4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