\u4e00\u3001\u65e0\u5904\u4e0d\u5728\u7684Python<\/strong><\/div>\n
1991\u5e742\u670820\u53f7\uff0c\u540e\u6765\u88ab\u79f0\u4e3a\u201c\u4ec1\u6148\u7684\u72ec\u88c1\u8005\u201d\u7684Guido van Rossum\u9996\u6b21\u53d1\u5e03Python\uff0c\u5f53\u65f6\u8fd9\u8fd8\u53ea\u662f\u4f5c\u4e3a\u4e00\u4e2a\u540d\u4e3aAmoeba\u7684\u64cd\u4f5c\u7cfb\u7edf\u9879\u76ee\u4e2d\u7684\u8f85\u52a9\u5de5\u5177\uff0cPython\u751a\u81f3\u6ca1\u6709\u88ab\u6b63\u5f0f\u7acb\u9879\u3002\u6ca1\u6709\u4eba\u4f1a\u60f3\u5230\uff0cAmoeba\u9879\u76ee\u57281996\u5e74\u5c31\u505c\u6b62\u5f00\u53d1\uff0c\u800cPython\u5374\u572820\u591a\u5e74\u540e\u53d1\u5c55\u6210\u4e3a\u6700\u6d41\u884c\u7684\u7f16\u7a0b\u8bed\u8a00\u4e4b\u4e00\u3002<\/p>\n
$\"\"$ <\/p>\n
Guido van Rossum\u8bbe\u8ba1Python\u7684\u521d\u8877\uff0c\u662f\u5e0c\u671b\u7528\u5b83\u6765\u7b80\u5316\u7cfb\u7edf\u7ba1\u7406\u5de5\u5177\u7684\u5f00\u53d1\uff0c\u8fd9\u4e2a\u76ee\u6807\u786e\u5b9e\u8fbe\u5230\u4e86\uff0c\u5927\u90e8\u5206Linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacOS\u90fd\u5185\u7f6ePython\uff0c\u66f4\u4e0d\u7528\u8bf4\u8fd8\u6709Fabric\uff0cAnsible, Saltstack\u8fd9\u4e9b\u57fa\u4e8ePython\u7cfb\u7edf\u7684\u7ba1\u7406\u5de5\u5177\u3002\u7136\u800c\uff0c\u53ea\u628a\u4e3b\u4e1a\u505a\u597d\uff0c\u4ece\u6765\u4e0d\u662fPython\u7684\u552f\u4e00\u76ee\u6807\u3002\u4e16\u754c\u8fd9\u4e48\u5927\uff0cPython\u8981\u53bb\u770b\u770b\u3002<\/p>\n
\u4e8c\u3001\u4e0d\u52a1\u6b63\u4e1a\u7684Python<\/strong><\/div>\n
\u5f53Python\u4e0d\u518d\u4ec5\u4ec5\u4f5c\u4e3a\u7cfb\u7edf\u7ba1\u7406\u5de5\u5177\uff0c\u8fc8\u51fa\u8de8\u754c\u7684\u7b2c\u4e00\u6b65\u65f6\uff0c\u5c31\u518d\u4e5f\u505c\u4e0d\u4e0b\u6765\uff0c\u4eceWeb\u5f00\u53d1\u5230\u79d1\u5b66\u8ba1\u7b97\uff0c\u4ece3D\u5efa\u6a21\u5230\u4eba\u5de5\u667a\u80fd\uff0c\u4ece\u5d4c\u5165\u5f0f\u5f00\u53d1\u5230\u4e91\u8ba1\u7b97\u548c\u5927\u6570\u636e\uff0c\u51e0\u4e4e\u6bcf\u4e00\u4e2a\u89d2\u843d\uff0c\u90fd\u80fd\u770b\u5230Python\u7684\u8eab\u5f71\u3002<\/p>\n
1. \u7cfb\u7edf\u7ba1\u7406\u5de5\u5177<\/strong><\/span><\/div>\n
Python\u4ece\u4e00\u5f00\u59cb\u5c31\u662f\u4e3a\u4e86\u63d0\u9ad8\u7cfb\u7edf\u7ba1\u7406\u6548\u7387\u800c\u5f00\u53d1\u7684\u3002\u5185\u7f6e\u7684os\u6a21\u5757\u53ef\u4ee5\u5728\u517c\u5bb9\u5927\u90e8\u5206\u4e3b\u6d41\u64cd\u4f5c\u7cfb\u7edf\u7684\u60c5\u51b5\u4e0b\uff0c\u63d0\u4f9b\u57fa\u672c\u4e00\u81f4\u7684\u64cd\u4f5c\u65b9\u5f0f\uff0c\u7cfb\u7edf\u7ba1\u7406\u5458\u7684\u811a\u672c\u53ea\u9700\u8981\u5199\u4e00\u6b21\uff0c\u5c31\u53ef\u4ee5\u8fd0\u884c\u5728\u4e0d\u540c\u7684\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u3002\u501f\u52a9Python\u7b80\u6d01\u9ad8\u6548\u7684\u8bed\u6cd5\uff0cPython\u5728\u590d\u6742\u7cfb\u7edf\u7ba1\u7406\u4efb\u52a1\u4e0a\u7684\u5f00\u53d1\u6548\u7387\u8981\u8fdc\u8fdc\u9ad8\u4e8eShell\uff0c\u540c\u65f6\u6267\u884c\u6548\u7387\u4e5f\u662f\u8fdc\u9ad8\u4e8e\u9700\u8981\u4e0d\u505c\u8fdb\u7a0b\u5207\u6362\u7684Shell\u3002\u4e3a\u4e86\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684Linux\u547d\u4ee4\u884c\u5de5\u5177\uff0cDavid Beazley\u7528Python\u5728\u51e0\u5929\u4e4b\u5185\u5728Windows\u4e0a\u5f00\u53d1\u4e86\u4e00\u5957Linux\u5e38\u7528\u7684\u5de5\u5177\u96c6\u3002<\/p>\n
\u5bf9\u4e8e\u590d\u6742\u7684\u7cfb\u7edf\u7ba1\u7406\u5de5\u4f5c\uff0c\u76ee\u524d\u6d41\u884c\u7684\u914d\u7f6e\u7ba1\u7406\u5de5\u5177\uff0c\u5982Fabric\uff0cAnsible\uff0cSaltstack\u7b49\uff0c\u53ef\u4ee5\u8ba9\u8fd0\u7ef4\u4eba\u5458\u4f7f\u7528\u51e0\u884c\u547d\u4ee4\uff0c\u8ba9\u6210\u767e\u4e0a\u5343\u53f0\u670d\u52a1\u5668\u4fef\u9996\u5e16\u8033\u3002\u968f\u7740DevOps\u8fd0\u52a8\u7684\u53d1\u5c55\uff0c\u201c\u57fa\u7840\u8bbe\u65bd\u5373\u4ee3\u7801\u201d\u7684\u7406\u5ff5\u8d8a\u6765\u8d8a\u6df1\u5165\u4eba\u5fc3\uff0c\u501f\u52a9\u4e8emolecule\u6216\u8005testinfra\u8fd9\u6837\u7684\u5de5\u5177\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u50cf\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e00\u6837\uff0c\u5bf9\u57fa\u7840\u8bbe\u65bd\u7684\u914d\u7f6e\u8fdb\u884c\u6d4b\u8bd5\u3002<\/p>\n
$\"\"$ <\/p>\n
2. Web\u5f00\u53d1<\/strong><\/span><\/div>\n
\u5168\u4e16\u754c\u7b2c\u4e00\u4e2a\u7f51\u7ad9\u57281989\u5e74\u4e0a\u7ebf\uff0c\u800c\u4e07\u7ef4\u7f51(World Wide Web)\u57281994\u5e74\u88ab\u53d1\u660e\u51fa\u6765\u3002\u53ef\u4ee5\u8bf4\uff0cPython\u662f\u548c\u4e92\u8054\u7f51\u4e00\u8d77\u957f\u5927\u7684\u3002\u4f5c\u4e3a\u52a8\u6001\u8bed\u8a00\uff0c\u5e76\u4e14\u5177\u6709\u66f4\u9ad8\u7684\u62bd\u8c61\u5c42\u6b21\u7684Python\u548cPerl\uff0c\u5f88\u5feb\u5c31\u88ab\u5f00\u53d1\u8005\u4eec\u53d1\u73b0\u66f4\u9002\u5408\u7528\u4e8e\u5f00\u53d1\u7f51\u7ad9\uff0c\u5e76\u5728\u65e9\u671f\u4e92\u8054\u7f51\u7684\u5174\u8d77\u8fc7\u7a0b\u4e2d\u53d1\u6325\u91cd\u8981\u4f5c\u7528\u3002<\/p>\n
\u968f\u7740\u4e92\u8054\u7f51\u7684\u53d1\u5c55\uff0c\u5f88\u591a\u4ee5\u4e92\u8054\u7f51\u4e3a\u751f\u7684\u7f16\u7a0b\u8bed\u8a00\u88ab\u53d1\u660e\u51fa\u6765\uff0c\u6bd4\u5982Java\uff0cPHP\uff0cRuby\u7b49\uff0c\u9010\u6e10\u8d85\u8d8a\u4e86Python\u548cPerl\u8fd9\u4e9b\u524d\u8f88\u3002\u4e0d\u8fc7Python\u5728Web\u5f00\u53d1\u9886\u57df\u4ecd\u7136\u5360\u6709\u4e00\u5e2d\u4e4b\u5730\u3002\u6bd4\u5982\u8457\u540d\u7684\u4e00\u7ad9\u5f0fWeb\u6846\u67b6Django\uff0c\u8f7b\u5de7\u7684Flask\uff0c\u9ad8\u5e76\u53d1\u6027\u80fd\u7684Tornado\u7b49\u3002\u4e00\u4e9b\u8457\u540d\u7684\u7f51\u7ad9\uff0c\u4e5f\u662f\u5728Python\u6280\u672f\u7684\u652f\u6301\u4e0b\u8fd0\u884c\u7740\uff0c\u6bd4\u5982Youtube\u3001Reddit\u3001Pinterest\u3001Dropbox\u3001\u8c46\u74e3\u7b49\u3002<\/p>\n
3. \u79d1\u5b66\u8ba1\u7b97<\/strong><\/span><\/div>\n
\u5728Web\u6280\u672f\u5927\u884c\u5176\u9053\uff0cJava\u3001PHP\u7b49\u7f16\u7a0b\u8bed\u8a00\u6765\u52bf\u6c79\u6c79\u4e4b\u65f6\uff0cPython\u7684\u6ce8\u610f\u529b\u5374\u6ca1\u6709\u5b8c\u5168\u653e\u5728Web\u4e0a\u9762\uff0c\u968f\u968f\u4fbf\u4fbf\u7684\u5c31\u628a\u5148\u53d1\u4f18\u52bf\u7ed9\u653e\u5f03\uff0c\u8f6c\u800c\u641e\u79d1\u5b66\u8ba1\u7b97\u53bb\u4e86\u3002<\/p>\n
Python\u5728\u8bbe\u8ba1\u4e4b\u521d\u7684\u4e00\u4e2a\u7406\u5ff5\u662f\uff0c\u5c3d\u53ef\u80fd\u7684\u7528\u82f1\u8bed\u6216\u8005\u9ad8\u4e2d\u4ee3\u6570\u4e2d\u7ea6\u5b9a\u7684\u8868\u8fbe\u65b9\u5f0f\u6765\u7f16\u7a0b\uff0c\u6240\u4ee5\u5c3d\u7ba1\u4e00\u5f00\u59cb\u7684\u5e94\u7528\u573a\u666f\u5e76\u6ca1\u6709\u8003\u8651\u79d1\u5b66\u8ba1\u7b97\uff0c\u4f46\u5b66\u672f\u754c\u5374\u76ef\u4e0a\u4e86Python\u30021995\u5e74\uff0c\u4e00\u4e2a\u7814\u7a76\u5982\u4f55\u8ba9Python\u652f\u6301\u9ad8\u6548\u77e9\u9635\u8fd0\u7b97\u7684\u5c0f\u7ec4\u6210\u7acb\uff0cPython\u7684\u521b\u59cb\u4eba\u2014\u2014Guido van Rossum\u4e5f\u5728\u8fd9\u4e2a\u5c0f\u7ec4\u4e4b\u4e2d\uff0c\u4e3a\u4e86\u8ba9Python\u80fd\u591f\u66f4\u597d\u5730\u652f\u6301\u77e9\u9635\u64cd\u4f5c\uff0c\u8fd8\u4e13\u95e8\u8bbe\u8ba1\u548c\u4fee\u6539\u4e86\u4e00\u4e9bPython\u8bed\u6cd5\u3002\u5c31\u5728\u8fd9\u4e00\u5e74\uff0cNumeric\u6570\u503c\u8ba1\u7b97\u5e93\u53d1\u5e03\uff0c\u57282006\u5e74\uff0cNumeric\u6b63\u5f0f\u6539\u540d\u53eb\u505aNumPy\u3002<\/p>\n
$\"\"$ <\/p>\n
\u8fdb\u5165\u65b0\u4e16\u7eaa\uff0c\u56f4\u7ed5NumPy\uff0c\u66f4\u591a\u79d1\u5b66\u8ba1\u7b97\u76f8\u5173\u7684\u5de5\u5177\u5305\u88ab\u5f00\u53d1\u51fa\u6765\uff0c\u6bd4\u5982\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\u7684SciPy\uff0c\u7528\u4e8e\u7b26\u53f7\u8ba1\u7b97\u7684SymPy\uff0c\u7528\u4e8e\u6570\u636e\u5206\u6790\u7684Pandas\uff0c\u7528\u4e8e\u6570\u636e\u53ef\u89c6\u5316\u7684Matplotlib\uff0c\u4ee5\u53ca\u53ef\u4ee5\u5b9e\u65f6\u753b\u56fe\u7684\u4ea4\u4e92\u5f0f\u5f00\u53d1\u73af\u5883IPython Notebook\u7b49\u3002\u5728Matlab\u7b49\u4e13\u4e1a\u8f6f\u4ef6\u4e3b\u5bfc\u6574\u4e2a\u79d1\u5b66\u8ba1\u7b97\u9886\u57df\u591a\u5e74\u4e4b\u540e\uff0cPython\u7528\u8fd110\u5e74\u7684\u65f6\u95f4\uff0c\u5728\u5b66\u672f\u754c\u8d62\u5f97\u4e86\u4e00\u5e2d\u4e4b\u5730\u3002\u800c\u5f53\u5176\u4ed6\u901a\u7528\u7f16\u7a0b\u8bed\u8a00\u5728Web\u6d6a\u6f6e\u4e2d\u53ae\u6740\u7ed3\u675f\uff0c\u56de\u5934\u4e5f\u60f3\u8981\u5230\u79d1\u5b66\u8ba1\u7b97\u4e2d\u62a2\u4e00\u5757\u9886\u5730\u65f6\uff0c\u5374\u53d1\u73b0\u4e8b\u60c5\u5df2\u7ecf\u53d8\u5f97\u6bd4\u5f53\u5e74\u8981\u96be\u5f97\u591a\u4e86\u3002<\/p>\n
4. \u4e91\u8ba1\u7b97<\/strong><\/span><\/div>\n
\u5728\u540e\u4e92\u8054\u7f51\u65f6\u4ee3\uff0c\u4e91\u8ba1\u7b97\u548c\u5927\u6570\u636e\u662f\u88ab\u63d0\u8d77\u6700\u591a\u7684\u4e24\u4e2a\u6982\u5ff5\u3002\u4e92\u8054\u7f51\u7684\u666e\u53ca\uff0c\u5e26\u6765\u4e86\u4fe1\u606f\u751f\u4ea7\u548c\u4ea4\u6362\u6210\u672c\u7684\u5927\u5e45\u964d\u4f4e\uff0c\u4e5f\u56e0\u6b64\u5bfc\u81f4\u4e86\u4fe1\u606f\u5927\u7206\u70b8\u3002\u4e3a\u4e86\u8fdb\u4e00\u6b65\u964d\u4f4e\u6210\u672c\uff0c\u5e76\u91ca\u653e\u6570\u636e\u7684\u4ef7\u503c\uff0c\u4e91\u8ba1\u7b97\u548c\u5927\u6570\u636e\u6280\u672f\u5e94\u8fd0\u800c\u751f\u3002<\/p>\n
\u63d0\u5230\u4e91\u8ba1\u7b97\uff0c\u4e0d\u5f97\u4e0d\u63d0\u7684\u5c31\u662fOpenStack\uff0c\u76ee\u524d\u5df2\u7ecf\u6210\u4e3a\u4e86\u4e8b\u5b9e\u4e0a\u7684\u5f00\u6e90\u79c1\u6709\u4e91\u5e73\u53f0\u6807\u51c6\u3002OpenStack\u9009\u62e9Python\u4f5c\u4e3a\u4e3b\u8981\u5f00\u53d1\u8bed\u8a00\uff0c\u5176\u6700\u4e3b\u8981\u7684\u539f\u56e0\uff0c\u662fPython\u4f5c\u4e3a\u80f6\u6c34\u8bed\u8a00\uff0c\u53ef\u4ee5\u548c\u64cd\u4f5c\u7cfb\u7edf\u5f88\u597d\u7684\u4ea4\u4e92\uff0c\u540c\u65f6\u96c6\u6210\u5176\u4ed6\u8bed\u8a00\u7f16\u5199\u7684\u5de5\u5177\u5e93\u4e5f\u5f88\u5bb9\u6613\uff0c\u800c\u4e14Python\u81ea\u8eab\u7684\u751f\u6001\u8db3\u591f\u5065\u58ee\uff0c\u50cf\u5206\u5e03\u5f0f\u4efb\u52a1\u7ba1\u7406\uff0cWeb\u5f00\u53d1\u7b49\u90fd\u80fd\u591f\u5f88\u597d\u7684\u652f\u6491\u3002\u51fa\u4e8e\u540c\u6837\u7684\u539f\u56e0\uff0c\u76ee\u524d\u5e02\u573a\u4efd\u989d\u6700\u5927\u7684\u516c\u6709\u4e91\u5e73\u53f0AWS\u5728\u53d1\u5e03\u4e4b\u521d\u5c31\u63d0\u4f9bPython SDK\u652f\u6301\u3002<\/p>\n
5. \u5927\u6570\u636e<\/strong><\/span><\/div>\n
\u5927\u6570\u636e\u6280\u672f\u7684\u5174\u8d77\uff0c\u8ba9\u5f88\u591a\u65b0\u6280\u672f\u6709\u4e86\u9732\u8138\u7684\u673a\u4f1a\u3002\u6bd4\u5982Scala\u3001R\u3001Julia\u8fd9\u4e9b\u8bed\u8a00\uff0c\u66fe\u7ecf\u90fd\u662f\u5c0f\u4f17\u8bed\u8a00\uff0c\u4f46\u56e0\u4e3a\u4ed6\u4eec\u5728\u5927\u6570\u636e\u65b9\u9762\u7684\u4f18\u52bf\uff0c\u5438\u5f15\u4e86\u5927\u91cf\u7684\u5f00\u53d1\u8005\u3002\u9664\u4e86\u8fd9\u4e9b\u5c0f\u4f17\u8bed\u8a00\u4e4b\u5916\uff0cJava\u548cPython\u7b97\u662f\u5728\u4f20\u7edf\u5f3a\u52bf\u7f16\u7a0b\u8bed\u8a00\u4e2d\u6ca1\u6709\u6389\u961f\u7684\u4e24\u4e2a\u3002<\/p>\n
Python\u7684\u4e0d\u6389\u961f\uff0c\u8981\u5f97\u76ca\u4e8e\u5176\u5728\u79d1\u5b66\u8ba1\u7b97\u9886\u57df\u7684\u79ef\u7d2f\uff0c\u6bd4\u5982Pandas\u548cSciPy\uff0c\u8fd9\u4e9b\u66fe\u7ecf\u7528\u5728\u5b66\u672f\u754c\u7684\u5de5\u5177\uff0c\u5728\u5927\u6570\u636e\u5904\u7406\u4e2d\u540c\u6837\u53d8\u5f97\u91cd\u8981\u3002\u56e0\u6b64\uff0c\u50cfSpark, H2O\u8fd9\u6837\u7684\u5927\u6570\u636e\u5904\u7406\u5de5\u5177\uff0c\u6838\u5fc3\u90e8\u5206\u5e76\u4e0d\u662fPython\u7f16\u5199\uff0c\u4f46\u4e3a\u4e86\u6ee1\u8db3\u5de5\u5177\u4f7f\u7528\u8005\u7684\u9700\u6c42\uff0c\u90fd\u82b1\u4e86\u5de8\u5927\u7cbe\u529b\u6765\u5f00\u53d1Python\u63a5\u53e3\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u5b8c\u5168\u57fa\u4e8ePython\u7684\u5de5\u5177\uff0c\u867d\u7136\u4e0d\u591a\uff0c\u4f46\u8fd8\u662f\u5b58\u5728\uff0c\u6bd4\u5982Airbnb\u5f00\u53d1\u7684\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177superset\u548c\u4efb\u52a1\u7f16\u6392\u5de5\u5177airflow\u3002<\/p>\n
$\"\"$ <\/p>\n
6. \u4eff\u771f\u6a21\u62df<\/strong><\/span><\/div>\n
\u5728\u7a0b\u5e8f\u5458\u5708\u5b50\u91cc\u4e00\u63d0\u5230Python\uff0c\u7b2c\u4e00\u53cd\u5e94\u5c31\u662f\u201c\u4e0a\u624b\u7b80\u5355\u201d\u3002\u6b63\u662f\u7531\u4e8e\u7b80\u5355\uff0c\u6bcf\u4e2a\u4eba\u90fd\u4f1a\u5199\u4e00\u70b9\uff0c\u5c31\u7b97\u4e0d\u4f1a\u5199\uff0c\u4e5f\u53ef\u4ee5\u770b\u61c2\uff0c\u56e0\u6b64\u5927\u5bb6\u5e76\u4e0d\u4ee5\u4f1aPython\u4e3a\u591a\u4e48\u9a84\u50b2\u7684\u4e8b\u60c5\u3002\u76f8\u6bd4Python\uff0c\u7a0b\u5e8f\u5458\u4eec\u66f4\u613f\u610f\u70ab\u8000\u81ea\u5df1\u64c5\u957fClojure\u6216\u8005Haskell\u8fd9\u6837\u76f8\u5bf9\u590d\u6742\u7684\u7f16\u7a0b\u8bed\u8a00\u3002<\/p>\n
\u4e0d\u8fc7\u7b80\u5355\u4e5f\u6709\u7b80\u5355\u7684\u597d\u3002\u6b63\u662f\u7531\u4e8e\u4e0a\u624b\u7b80\u5355\uff0c\u8ba9Python\u6210\u4e3a\u5404\u79cd\u4eff\u771f\u6a21\u62df\u8f6f\u4ef6\u9996\u9009\u7684\u811a\u672c\u8bed\u8a00\u3002\u6bd4\u5982\u5927\u540d\u9f0e\u9f0e\u7684\u56fe\u7247\u5904\u7406\u5de5\u5177GIMP\uff0c3D\u6a21\u578b\u5236\u4f5c\u5de5\u51773ds Max\uff0cBlender\uff0c\u7535\u5f71\u7279\u6548\u5de5\u5177Houdini, Maya\uff0c\u7535\u5f71\u540e\u671f\u5408\u6210\u5de5\u5177Nuke\u7b49\u7b49\uff0c\u90fd\u4ee5Python\u4f5c\u4e3a\u811a\u672c\u3002<\/p>\n
7. \u4eba\u5de5\u667a\u80fd<\/strong><\/span><\/div>\n
\u81ea\u4eceAlphaGo\u6218\u80dc\u674e\u4e16\u4e6d\u5f00\u59cb\uff0c\u4eba\u5de5\u667a\u80fd\u5c31\u706b\u5f97\u4e00\u584c\u7cca\u6d82\u3002\u7136\u800c\uff0c\u4eba\u5de5\u667a\u80fd\u5e76\u4e0d\u662f\u4ec0\u4e48\u65b0\u6982\u5ff5\uff0c\u5176\u5386\u53f2\u5df2\u7ecf\u8d85\u8fc7\u4e86\u534a\u4e2a\u4e16\u7eaa\u3002\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u8fc7\u53bb\u8fd9\u51e0\u5341\u5e74\u7684\u53d1\u5c55\u4e2d\uff0c\u4f20\u7edf\u7684\u4e3b\u6d41\u7f16\u7a0b\u8bed\u8a00\u660e\u660e\u662fLisp\uff0c\u800c\u540e\u8d77\u4e4b\u79c0\u4e5f\u662f\u50cfProlog\u8fd9\u6837\u7684\u8bed\u8a00\u3002\u4f46\u662f\u5f53\u8fd9\u4e00\u6ce2\u4eba\u5de5\u667a\u80fd\u771f\u6b63\u5f00\u59cb\u6d41\u884c\u8d77\u6765\u65f6\uff0c\u4eba\u4eec\u53d1\u73b0\uff0c\u90a3\u4e9b\u6d41\u884c\u7684\u6846\u67b6\u548c\u5de5\u5177\uff0c\u8981\u4e48\u662f\u7528Python\u5199\u7684\uff0c\u6bd4\u5982Theano\uff0c\u8981\u4e48\u662fC++\u5199\u7684\uff0c\u4f46\u662fPython\u4f5c\u4e3a\u63a5\u53e3\u8bed\u8a00\uff0c\u6bd4\u5982TensorFlow\uff0cCaffe\uff0cMxNet\u7b49\u3002\u4ec5\u6709\u7684\u975ePython\u6846\u67b6Torch\uff0c\u57282017\u5e74\u4e5f\u62b5\u4e0d\u4f4f\u538b\u529b\uff0c\u5f00\u53d1\u4e86PyTorch\u3002<\/p>\n
8. \u5176\u4ed6<\/strong><\/span><\/div>\n
\u5728\u7b97\u6cd5\u4ea4\u6613\u548c\u91cf\u5316\u6295\u8d44\u9886\u57df\uff0cPython\u662f\u6700\u4f73\u9009\u62e9\u4e4b\u4e00\u3002<\/p>\n
\u5728\u5d4c\u5165\u5f0f\u9886\u57df\uff0c\u5e7f\u53d7\u6b22\u8fce\u7684\u7a0b\u5e8f\u5458\u73a9\u5177\u6811\u8393\u6d3e\uff0c\u9009\u62e9Python\u4f5c\u4e3a\u4e3b\u8981\u7f16\u7a0b\u63a5\u53e3\u3002<\/p>\n
\u5728\u8f6f\u4ef6\u5f00\u53d1\u7ba1\u7406\u4e2d\uff0c\u6784\u5efa\u5de5\u5177Scons\u548c\u4e8b\u52a1\u8ffd\u8e2a\u5de5\u5177Trac\u867d\u7136\u4e0d\u7b97\u7279\u522b\u6d41\u884c\uff0c\u4f46\u4e5f\u5904\u4e8e\u6d3b\u8dc3\u7684\u72b6\u6001\u3002<\/p>\n
\u5c3d\u7ba1Python\u7684\u4e3b\u8981\u5e94\u7528\u573a\u666f\u90fd\u5728\u547d\u4ee4\u884c\uff0c\u4f46\u4e0d\u4ee3\u8868\u5176\u4e0d\u80fd\u505a\u684c\u9762\u8f6f\u4ef6\u5f00\u53d1\uff0c\u501f\u52a9\u4e8ePyQt\u548cKivy\u8fd9\u4e9b\u56fe\u5f62\u5e93\uff0cPython\u4e5f\u53ef\u4ee5\u5f00\u53d1\u51fa\u6f02\u4eae\u7684\u684c\u9762\u8f6f\u4ef6\u3002<\/p>\n
\u501f\u7528\u4e00\u53e5\u6d41\u884c\u8bed\uff1aPython\u8fd9\u4e48\u5389\u5bb3\uff0c\u548b\u4e0d\u4e0a\u5929\u5462?<\/p>\n
\u4e8b\u5b9e\u4e0a\uff0cNASA\u786e\u5b9e\u5728\u4f7f\u7528Python\u6765\u5f00\u53d1\u8f6f\u4ef6\uff0c\u4e3b\u8981\u662f\u7528\u4e8e\u7cfb\u7edf\u96c6\u6210\u548c\u536b\u661f\u3001\u706b\u7bad\u7b49\u7684\u6d4b\u8bd5\u81ea\u52a8\u5316\u65b9\u9762\u3002<\/p>\n
$\"\"$ <\/p>\n
\u4e09\u3001\u8f6f\u4ef6\u5f00\u53d1\u7684\u4e07\u91d1\u6cb9<\/strong><\/div>\n
\u770b\u4f3cPython\u6ca1\u6709\u5728\u54ea\u4e2a\u9886\u57df\u6210\u4e3a\u6700\u597d\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u4f46\u662fPython\u5728\u5404\u4e2a\u9886\u57df\u90fd\u6570\u5f97\u4e0a\u53f7\u3002\u4ece\u6700\u521d\u7684\u7cfb\u7edf\u7ba1\u7406\uff0c\u5230\u4e92\u8054\u7f51\u65f6\u4ee3\uff0c\u4e91\u8ba1\u7b97\u548c\u5927\u6570\u636e\u65f6\u4ee3\uff0c\u518d\u5230\u73b0\u5728\u7684\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\uff0c\u53ea\u6709\u201c\u4e0d\u52a1\u6b63\u4e1a\u201d\u7684Python\uff0c\u5728\u6bcf\u4e00\u6ce2\u6d6a\u6f6e\u4e4b\u4e2d\u90fd\u5728\u3002<\/p>\n
\u5728\u9886\u57df\u7ec6\u5206\u7684\u65f6\u4ee3\uff0c\u50cfPython\u8fd9\u6837\u7684\u901a\u800c\u4e0d\u4e13\u7684\u8bed\u8a00\u5728\u6bcf\u4e00\u4e2a\u9886\u57df\u4e4b\u5185\u6536\u5230\u7684\u91cd\u89c6\u90fd\u4e0d\u5982\u9886\u57df\u4e2d\u7684\u4e3b\u8981\u8bed\u8a00\u3002\u7136\u800c\u65f6\u4ee3\u5728\u53d8\uff0c\u6570\u5b57\u5316\u6d6a\u6f6e\u4f34\u968f\u7740\u4eba\u5de5\u667a\u80fd\u4e0e\u7269\u8054\u7f51\u7684\u4e1c\u98ce\uff0c\u6c79\u6d8c\u800c\u6765\uff0c\u4f01\u4e1a\u4e3a\u4e86\u80fd\u591f\u5feb\u901f\u5e94\u5bf9\uff0c\u4e0d\u5f97\u4e0d\u505a\u51fa\u6539\u53d8\u3002<\/p>\n
\u4e1a\u52a1\u6ca1\u6709\u7ebf\u4e0a\u4e0e\u7ebf\u4e0b\u4e4b\u5206\uff0c\u53ea\u6709\u5df2\u7ecf\u6570\u5b57\u5316\u548c\u5373\u5c06\u6570\u5b57\u5316\u4e4b\u5206\u3002<\/p>\n
\u4e3a\u4e86\u8ddf\u4e0a\u9700\u6c42\u7684\u53d8\u5316\uff0c\u539f\u672c\u7684\u201c\u5206\u6790-\u8bbe\u8ba1-\u5f00\u53d1-\u96c6\u6210-\u6d4b\u8bd5-\u4e0a\u7ebf\u201d\u8fd9\u4e2a\u7011\u5e03\u5f0f\u5f00\u53d1\u6d41\u7a0b\u88ab\u4e0d\u65ad\u538b\u7f29\u3002\u5728\u654f\u6377\u8f6f\u4ef6\u5f00\u53d1\u8fd0\u52a8\u7684\u63a8\u52a8\u4e0b\uff0c\u9996\u5148\u662f\u5f00\u53d1\u548c\u6d4b\u8bd5\u7684\u754c\u9650\u4e0d\u518d\u660e\u786e;\u540e\u6765DevOps\u8fd0\u52a8\u5174\u8d77\uff0c\u5f00\u53d1\u4e0e\u8fd0\u7ef4\u4e4b\u95f4\u7684\u5899\u88ab\u6253\u7834;\u5b9e\u65f6\u5927\u6570\u636e\u67b6\u6784\u548c\u6570\u636e\u9a71\u52a8\u4e1a\u52a1\u7684\u51fa\u73b0\uff0c\u8ba9\u66fe\u7ecf\u539f\u672c\u76f8\u5bf9\u72ec\u7acb\u7684\u6570\u636e\u56e2\u961f\uff0c\u4e5f\u8981\u66f4\u7d27\u5bc6\u7684\u53c2\u4e0e\u5230\u4e1a\u52a1\u5f00\u53d1\u4e2d\u3002<\/p>\n
\u5f53\u6240\u6709\u7684\u89d2\u8272\u90fd\u5728\u540c\u4e00\u4e2a\u56e2\u961f\u4e2d\uff0c\u4e3a\u4e86\u4e00\u4e2a\u4e1a\u52a1\u76ee\u6807\u800c\u5199\u4ee3\u7801\u7684\u65f6\u5019\uff0c\u7528\u540c\u6837\u7684\u8bed\u8a00\u8fdb\u884c\u4ea4\u6d41\u5c31\u53d8\u5f97\u5f02\u5e38\u91cd\u8981\u3002\u8fd9\u65f6\u5019\uff0c\u4e0d\u6389\u961f\u7684Python\uff0c\u4f18\u52bf\u5c31\u663e\u73b0\u51fa\u6765\u4e86\u3002\u201c\u4e0d\u52a1\u6b63\u4e1a\u201d\u7684Python\u66fe\u5728\u4e0d\u540c\u7684\u9886\u57df\u4e2d\u90fd\u5360\u6709\u4e00\u5e2d\u4e4b\u5730\uff0c\u8fd9\u8ba9\u5206\u5c5e\u4e8e\u4e0d\u540c\u7684\u90e8\u95e8\u3001\u4e0d\u540c\u89d2\u8272\u7684\u56e2\u961f\u6210\u5458\u6709\u673a\u4f1a\u4f7f\u7528Python\u6765\u7edf\u4e00\u5de5\u4f5c\u8bed\u8a00\u3002\u4e0d\u8bba\u662f\u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u8fd0\u7ef4\uff0c\u8fd8\u662f\u6570\u636e\u79d1\u5b66\u5bb6\uff0cPython\u90fd\u662f\u4e00\u4e2a\u867d\u7136\u4e0d\u662f\u6700\u597d\u3001\u4f46\u8fd8\u4e0d\u9519\u7684\u9009\u62e9\u3002<\/p>\n
\u56db\u3001\u4f4e\u6210\u672c\u8bd5\u9519\u7684\u6700\u4f73\u9009\u62e9<\/strong><\/div>\n
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