{"id":476271,"date":"2023-08-09T07:28:31","date_gmt":"2023-08-09T07:28:31","guid":{"rendered":""},"modified":"2023-09-05T11:12:24","modified_gmt":"2023-09-05T11:12:24","slug":"cloud-notebook","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/cn\/wiki\/cloud-notebook\/","title":{"rendered":"\u4e91\u7b14\u8bb0\u672c"},"content":{"rendered":"<p>\u4e91\u7b14\u8bb0\u672c\u662f\u4e00\u79cd\u57fa\u4e8e Web \u7684\u8ba1\u7b97\u73af\u5883\uff0c\u5141\u8bb8\u7528\u6237\u521b\u5efa\u3001\u5171\u4eab\u548c\u534f\u4f5c\u5904\u7406\u5305\u542b\u5b9e\u65f6\u4ee3\u7801\u3001\u53ef\u89c6\u5316\u548c\u53d9\u8ff0\u6587\u672c\u7684\u4ea4\u4e92\u5f0f\u6587\u6863\u3002\u5b83\u662f\u79d1\u5b66\u5bb6\u548c\u6570\u636e\u5206\u6790\u5e08\u4f7f\u7528\u7684\u4f20\u7edf\u7b14\u8bb0\u672c\u7684\u6f14\u53d8\uff0c\u7ed3\u5408\u4e86\u4e91\u8ba1\u7b97\u548c\u4ea4\u4e92\u5f0f\u8ba1\u7b97\u7684\u4f18\u52bf\u3002<\/p>\n<h2>Cloud Notebook 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JupyterLab\uff09\u7b49\u5e73\u53f0\u5c06\u7b14\u8bb0\u672c\u6982\u5ff5\u5f15\u5165\u4e91\u7aef\uff0c\u8ba9\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u4e92\u8054\u7f51\u4ece\u4efb\u4f55\u5730\u65b9\u8bbf\u95ee\u548c\u4f7f\u7528\u7b14\u8bb0\u672c\u3002<\/p>\n<h2>\u6709\u5173 Cloud Notebook \u7684\u8be6\u7ec6\u4fe1\u606f\uff1a\u6269\u5c55\u4e3b\u9898<\/h2>\n<p>\u4e91\u7aef\u7b14\u8bb0\u672c\u901a\u5e38\u7531\u4e09\u4e2a\u57fa\u672c\u7ec4\u4ef6\u7ec4\u6210\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u4ee3\u7801\u5355\u5143<\/strong>\uff1a\u8fd9\u4e9b\u5355\u5143\u683c\u5305\u542b\u7528\u6237\u7f16\u5199\u7684\u5b9e\u9645\u4ee3\u7801\uff0c\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u5982 Python\u3001R\u3001Julia \u7b49\u3002\u7528\u6237\u53ef\u4ee5\u5728\u7b14\u8bb0\u672c\u4e2d\u6267\u884c\u4ee3\u7801\uff0c\u7ed3\u679c\u5c06\u4ee5\u5185\u8054\u65b9\u5f0f\u663e\u793a\u3002<\/p>\n<\/li>\n<li>\n<p><strong>Markdown 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\u8bed\u6cd5\u6765\u683c\u5f0f\u5316\u6587\u672c\uff0c\u4ece\u800c\u4f7f\u7b14\u8bb0\u672c\u6210\u4e3a\u5c06\u4ee3\u7801\u3001\u6570\u636e\u548c\u8bf4\u660e\u7ec4\u5408\u5230\u5355\u4e2a\u6587\u6863\u4e2d\u7684\u5f3a\u5927\u5de5\u5177\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8f93\u51fa\u5355\u5143<\/strong>\uff1a\u6267\u884c\u4ee3\u7801\u5355\u5143\u65f6\uff0c\u8868\u683c\u3001\u56fe\u8868\u6216\u53ef\u89c6\u5316\u7b49\u8f93\u51fa\u5c06\u663e\u793a\u5728\u8f93\u51fa\u5355\u5143\u4e2d\uff0c\u4ece\u800c\u589e\u5f3a\u4e86\u7b14\u8bb0\u672c\u7684\u4ea4\u4e92\u6027\u548c\u6570\u636e\u53ef\u89c6\u5316\u529f\u80fd\u3002<\/p>\n<\/li>\n<\/ol>\n<h2>\u4e91\u7aef\u7b14\u8bb0\u672c\u7684\u5185\u90e8\u7ed3\u6784\uff1a\u5176\u5de5\u4f5c\u539f\u7406<\/h2>\n<p>\u4e91\u7b14\u8bb0\u672c\u901a\u5e38\u4f9d\u8d56\u4e8e\u5ba2\u6237\u7aef-\u670d\u52a1\u5668\u67b6\u6784\u3002\u7528\u6237\u901a\u8fc7\u5145\u5f53\u5ba2\u6237\u7aef\u7684 Web 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Notebook\u4e3b\u8981\u529f\u80fd\u5206\u6790<\/h2>\n<p>\u4e91\u7aef\u7b14\u8bb0\u672c\u63d0\u4f9b\u4e86\u8bb8\u591a\u5173\u952e\u529f\u80fd\uff0c\u4f7f\u5176\u6210\u4e3a\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u7814\u7a76\u4eba\u5458\u3001\u6559\u80b2\u5de5\u4f5c\u8005\u548c\u5176\u4ed6\u4e13\u4e1a\u4eba\u58eb\u4e0d\u53ef\u6216\u7f3a\u7684\u5de5\u5177\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u5408\u4f5c<\/strong>\uff1a\u4e91\u7b14\u8bb0\u672c\u53ef\u5b9e\u73b0\u7528\u6237\u4e4b\u95f4\u7684\u5b9e\u65f6\u534f\u4f5c\uff0c\u4fc3\u8fdb\u56e2\u961f\u5408\u4f5c\u548c\u77e5\u8bc6\u5171\u4eab\u3002\u591a\u4e2a\u7528\u6237\u53ef\u4ee5\u540c\u65f6\u7f16\u8f91\u548c\u8d21\u732e\u540c\u4e00\u7bc7\u7b14\u8bb0\u672c\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7248\u672c\u63a7\u5236<\/strong>\uff1a\u5927\u591a\u6570\u4e91\u7b14\u8bb0\u672c\u5e73\u53f0\u90fd\u4e0e Git \u7b49\u7248\u672c\u63a7\u5236\u7cfb\u7edf\u96c6\u6210\uff0c\u5141\u8bb8\u7528\u6237\u8ddf\u8e2a\u66f4\u6539\u3001\u6062\u590d\u5230\u4ee5\u524d\u7684\u7248\u672c\u5e76\u6709\u6548\u5730\u7ba1\u7406\u534f\u4f5c\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6570\u636e\u53ef\u89c6\u5316<\/strong>\uff1a\u901a\u8fc7\u652f\u6301\u4ea4\u4e92\u5f0f\u53ef\u89c6\u5316\u548c\u56fe\u8868\uff0c\u4e91\u7b14\u8bb0\u672c\u53ef\u4ee5\u4fc3\u8fdb\u6570\u636e\u63a2\u7d22\u548c\u5448\u73b0\uff0c\u4f7f\u590d\u6742\u6570\u636e\u66f4\u6613\u4e8e\u8bbf\u95ee\u548c\u7406\u89e3\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4e92\u52a8\u6027<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u5355\u72ec\u6216\u6309\u987a\u5e8f\u6267\u884c\u4ee3\u7801\u5355\u5143\uff0c\u4e0e\u7ed3\u679c\u8fdb\u884c\u4ea4\u4e92\uff0c\u5e76\u5373\u65f6\u4fee\u6539\u4ee3\u7801\u3002\u8fd9\u79cd\u4ea4\u4e92\u6027\u589e\u5f3a\u4e86\u5b66\u4e60\u548c\u5206\u6790\u8fc7\u7a0b\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8f7b\u677e\u5171\u4eab<\/strong>\uff1a\u4e91\u7b14\u8bb0\u672c\u53ef\u901a\u8fc7\u63d0\u4f9b URL \u6216\u901a\u8fc7\u7279\u5b9a\u5e73\u53f0\u6388\u4e88\u8bbf\u95ee\u6743\u9650\u8f7b\u677e\u4e0e\u4ed6\u4eba\u5171\u4eab\u3002\u8fd9\u7b80\u5316\u4e86\u4f20\u64ad\u7814\u7a76\u6210\u679c\u6216\u5408\u4f5c\u5f00\u5c55\u9879\u76ee\u7684\u8fc7\u7a0b\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4e30\u5bcc\u7684\u751f\u6001\u7cfb\u7edf<\/strong>\uff1a\u4e91\u7b14\u8bb0\u672c\u53d7\u76ca\u4e8e\u5e9e\u5927\u7684\u6269\u5c55\u3001\u5e93\u548c\u63d2\u4ef6\u751f\u6001\u7cfb\u7edf\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u6839\u636e\u81ea\u5df1\u7684\u7279\u5b9a\u9700\u6c42\u5b9a\u5236\u81ea\u5df1\u7684\u73af\u5883\u3002<\/p>\n<\/li>\n<\/ol>\n<h2>\u4e91\u7b14\u8bb0\u672c\u7684\u7c7b\u578b<\/h2>\n<p>\u4e91\u7b14\u8bb0\u672c\u6709\u591a\u79cd\u7c7b\u578b\uff0c\u53ef\u6839\u636e\u5177\u4f53\u7528\u4f8b\u548c\u7528\u6237\u504f\u597d\u8fdb\u884c\u5b9a\u5236\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6d41\u884c\u7684\u4e91\u7b14\u8bb0\u672c\u7c7b\u578b\u7684\u5217\u8868\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7c7b\u578b<\/th>\n<th>\u63cf\u8ff0<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Jupyter\u7b14\u8bb0\u672c<\/td>\n<td>\u6700\u5e7f\u6cdb\u4f7f\u7528\u7684\u4e91\u7b14\u8bb0\u672c\uff0c\u652f\u6301\u8d85\u8fc7 40 \u79cd\u7f16\u7a0b\u8bed\u8a00\u548c Markdown\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u8c37\u6b4c\u5408\u4f5c\u5b9e\u9a8c\u5ba4<\/td>\n<td>Google Colab \u57fa\u4e8e Jupyter \u6784\u5efa\uff0c\u53ef\u514d\u8d39\u8bbf\u95ee GPU \u548c TPU\uff0c\u975e\u5e38\u9002\u5408\u6df1\u5ea6\u5b66\u4e60\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u5757<\/td>\n<td>\u4e13\u6ce8\u4e8e\u5927\u6570\u636e\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60\uff0c\u5177\u6709\u5148\u8fdb\u7684\u6570\u636e\u5904\u7406\u529f\u80fd\u3002<\/td>\n<\/tr>\n<tr>\n<td>Kaggle \u5185\u6838<\/td>\n<td>\u4e13\u95e8\u7528\u4e8e\u6570\u636e\u79d1\u5b66\u7ade\u8d5b\u7684\u4e91\u7b14\u8bb0\u672c\uff0c\u5177\u6709\u5185\u7f6e\u6570\u636e\u96c6\u8bbf\u95ee\u6743\u9650\u3002<\/td>\n<\/tr>\n<tr>\n<td>RStudio\u4e91<\/td>\n<td>\u4e13\u4e3a R \u7528\u6237\u91cf\u8eab\u5b9a\u5236\uff0c\u5728\u4e91\u7aef\u63d0\u4f9b R \u73af\u5883\uff0c\u4fc3\u8fdb\u534f\u4f5c\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u4e91\u7aef\u7b14\u8bb0\u672c\u4f7f\u7528\u65b9\u6cd5\uff1a\u4f7f\u7528\u8fc7\u7a0b\u4e2d\u9047\u5230\u7684\u95ee\u9898\u53ca\u89e3\u51b3\u65b9\u6cd5<\/h2>\n<p>\u4e91\u7b14\u8bb0\u672c\u7528\u9014\u5e7f\u6cdb\uff0c\u53ef\u5e94\u7528\u4e8e\u5404\u4e2a\u9886\u57df\u3002\u4e00\u4e9b\u5e38\u89c1\u7528\u4f8b\u5305\u62ec\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u6570\u636e\u5206\u6790\u4e0e\u53ef\u89c6\u5316<\/strong>\uff1a\u6570\u636e\u79d1\u5b66\u5bb6\u4f7f\u7528\u4e91\u7b14\u8bb0\u672c\u6765\u63a2\u7d22\u3001\u6e05\u7406\u548c\u53ef\u89c6\u5316\u6570\u636e\u96c6\uff0c\u4fc3\u8fdb\u6570\u636e\u9a71\u52a8\u7684\u51b3\u7b56\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u5f00\u53d1<\/strong>\uff1a\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u4eba\u5458\u5229\u7528\u4e91\u7aef\u7b14\u8bb0\u672c\u6765\u8bd5\u9a8c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3001\u6539\u8fdb\u7b97\u6cd5\u5e76\u5206\u4eab\u7814\u7a76\u7ed3\u679c\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6559\u80b2\u548c\u57f9\u8bad<\/strong>\uff1a\u4e91\u7b14\u8bb0\u672c\u56e0\u5176\u4ea4\u4e92\u6027\u548c\u534f\u4f5c\u6027\u800c\u6210\u4e3a\u6559\u6388\u7f16\u7a0b\u3001\u6570\u636e\u79d1\u5b66\u548c\u5176\u4ed6\u6280\u672f\u79d1\u76ee\u7684\u5b9d\u8d35\u5de5\u5177\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7814\u7a76\u4e0e\u6587\u732e<\/strong>\uff1a\u79d1\u5b66\u5bb6\u548c\u7814\u7a76\u4eba\u5458\u4f7f\u7528\u4e91\u7b14\u8bb0\u672c\u4ee5\u53ef\u91cd\u590d\u548c\u4ea4\u4e92\u7684\u683c\u5f0f\u8bb0\u5f55\u5b9e\u9a8c\u3001\u5047\u8bbe\u548c\u7ed3\u679c\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u7136\u800c\uff0c\u4f7f\u7528\u4e91\u7b14\u8bb0\u672c\u53ef\u80fd\u4f1a\u9762\u4e34\u4e00\u4e9b\u6311\u6218\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u8d44\u6e90\u9650\u5236<\/strong>\uff1a\u4e00\u4e9b\u590d\u6742\u7684\u8ba1\u7b97\u548c\u5927\u578b\u6570\u636e\u96c6\u53ef\u80fd\u4f1a\u4f7f\u4e91\u7b14\u8bb0\u672c\u670d\u52a1\u63d0\u4f9b\u7684\u8d44\u6e90\u7d27\u5f20\uff0c\u4ece\u800c\u5bfc\u81f4\u6027\u80fd\u95ee\u9898\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6570\u636e\u5b89\u5168<\/strong>\uff1a\u5904\u7406\u4e91\u7b14\u8bb0\u672c\u4e2d\u7684\u654f\u611f\u6570\u636e\u9700\u8981\u4ed4\u7ec6\u8003\u8651\u5b89\u5168\u63aa\u65bd\u5e76\u9075\u5b88\u6570\u636e\u4fdd\u62a4\u6cd5\u89c4\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8fde\u63a5\u4f9d\u8d56\u6027<\/strong>\uff1a\u7531\u4e8e\u4e91\u7b14\u8bb0\u672c\u4f9d\u8d56\u4e8e\u4e92\u8054\u7f51\u8fde\u63a5\uff0c\u7528\u6237\u5728\u79bb\u7ebf\u5de5\u4f5c\u6216\u5728\u7f51\u7edc\u8986\u76d6\u8f83\u5dee\u7684\u5730\u533a\u5de5\u4f5c\u65f6\u53ef\u80fd\u4f1a\u9762\u4e34\u6311\u6218\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5b66\u4e60\u66f2\u7ebf<\/strong>\uff1a\u521d\u5b66\u8005\u53ef\u80fd\u4f1a\u53d1\u73b0\u5b66\u4e60\u66f2\u7ebf\u5f88\u9661\u5ced\uff0c\u5c24\u5176\u662f\u4ece\u4f20\u7edf\u7f16\u7a0b\u73af\u5883\u8fc7\u6e21\u5230\u4e91\u7b14\u8bb0\u672c\u65f6\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u4e3a\u4e86\u5e94\u5bf9\u8fd9\u4e9b\u6311\u6218\uff0c\u7528\u6237\u53ef\u4ee5\u8003\u8651\u4ee5\u4e0b\u89e3\u51b3\u65b9\u6848\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u8d44\u6e90\u4f18\u5316<\/strong>\uff1a\u4f18\u5316\u4ee3\u7801\u5e76\u8003\u8651\u4f7f\u7528\u5177\u6709\u53ef\u6269\u5c55\u8d44\u6e90\u7684\u4e91\u5e73\u53f0\uff08\u5982 AWS \u6216 Google Cloud\uff09\uff0c\u4ee5\u9002\u5e94\u66f4\u91cd\u7684\u5de5\u4f5c\u8d1f\u8f7d\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6570\u636e\u52a0\u5bc6\u548c\u8bbf\u95ee\u63a7\u5236<\/strong>\uff1a\u5b9e\u65bd\u52a0\u5bc6\u548c\u8bbf\u95ee\u63a7\u5236\u4ee5\u4fdd\u62a4\u654f\u611f\u6570\u636e\u5e76\u9075\u5b88\u5b89\u5168\u6807\u51c6\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u79bb\u7ebf\u8bbf\u95ee\u548c\u540c\u6b65<\/strong>\uff1a\u4e00\u4e9b\u4e91\u7b14\u8bb0\u672c\u5e73\u53f0\u63d0\u4f9b\u79bb\u7ebf\u8bbf\u95ee\u548c\u4e92\u8054\u7f51\u8fde\u63a5\u6062\u590d\u65f6\u7684\u81ea\u52a8\u540c\u6b65\u529f\u80fd\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4ea4\u4e92\u5f0f\u6559\u7a0b\u548c\u8d44\u6e90<\/strong>\uff1a\u4e3a\u4e86\u514b\u670d\u5b66\u4e60\u56f0\u96be\uff0c\u7528\u6237\u53ef\u4ee5\u8bbf\u95ee\u5404\u79cd\u4e91\u7b14\u8bb0\u672c\u5e73\u53f0\u63d0\u4f9b\u7684\u4ea4\u4e92\u5f0f\u6559\u7a0b\u548c\u793e\u533a\u9a71\u52a8\u7684\u8d44\u6e90\u3002<\/p>\n<\/li>\n<\/ol>\n<h2>\u4e3b\u8981\u7279\u70b9\u53ca\u4e0e\u540c\u7c7b\u672f\u8bed\u7684\u5176\u4ed6\u6bd4\u8f83<\/h2>\n<p>\u8ba9\u6211\u4eec\u5c06\u4e91\u7b14\u8bb0\u672c\u4e0e\u5176\u4ed6\u7c7b\u4f3c\u672f\u8bed\u8fdb\u884c\u6bd4\u8f83\uff0c\u5e76\u5f3a\u8c03\u5b83\u4eec\u7684\u4e3b\u8981\u7279\u70b9\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5b66\u671f<\/th>\n<th>\u4e3b\u8981\u7279\u5f81<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u672c\u5730\u7b14\u8bb0\u672c<\/td>\n<td>\u5728\u7528\u6237\u7684\u672c\u5730\u673a\u5668\u4e0a\u8fd0\u884c\uff0c\u4ec5\u9650\u4e8e\u5355\u7528\u6237\u8bbf\u95ee\u3002<\/td>\n<\/tr>\n<tr>\n<td>IDE<\/td>\n<td>\u5e26\u6709\u4ee3\u7801\u7f16\u8f91\u5668\u3001\u8c03\u8bd5\u5668\u7b49\u7684\u96c6\u6210\u5f00\u53d1\u73af\u5883\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u57fa\u4e8e\u4e91\u7684 IDE<\/td>\n<td>\u63d0\u4f9b\u4e91\u7aef\u5f00\u53d1\u73af\u5883\uff0c\u53ef\u4ece\u4efb\u4f55\u5730\u65b9\u8bbf\u95ee\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u4e91\u7b14\u8bb0\u672c<\/td>\n<td>\u7ed3\u5408\u4ee3\u7801\u3001\u53d9\u8ff0\u6587\u672c\u548c\u53ef\u89c6\u5316\uff0c\u5f3a\u8c03\u534f\u4f5c\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u4e91\u8ba1\u7b97<\/td>\n<td>\u63d0\u4f9b\u5bf9\u8ba1\u7b97\u8d44\u6e90\u7684\u6309\u9700\u8bbf\u95ee\uff0c\u5305\u62ec\u4e91\u7b14\u8bb0\u672c\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e91\u7aef\u7b14\u8bb0\u672c\u56e0\u5176\u534f\u4f5c\u7279\u6027\u3001\u4ea4\u4e92\u5f0f\u6570\u636e\u63a2\u7d22\u548c\u65e0\u7f1d\u5171\u4eab\u800c\u8131\u9896\u800c\u51fa\uff0c\u6210\u4e3a\u534f\u4f5c\u6570\u636e\u5206\u6790\u548c\u7814\u7a76\u7684\u7edd\u4f73\u9009\u62e9\u3002<\/p>\n<h2>\u4e0e\u4e91\u7b14\u8bb0\u672c\u76f8\u5173\u7684\u672a\u6765\u89c2\u70b9\u548c\u6280\u672f<\/h2>\n<p>\u968f\u7740\u4e91\u6280\u672f\u548c\u6570\u636e\u79d1\u5b66\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u4e91\u7b14\u8bb0\u672c\u7684\u672a\u6765\u524d\u666f\u4e00\u7247\u5149\u660e\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6f5c\u5728\u7684\u53d1\u5c55\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u589e\u5f3a\u6027\u80fd<\/strong>\uff1a\u4e91\u57fa\u7840\u8bbe\u65bd\u7684\u6301\u7eed\u6539\u8fdb\u5c06\u4f7f\u4e91\u7b14\u8bb0\u672c\u7684\u6267\u884c\u548c\u6e32\u67d3\u901f\u5ea6\u66f4\u5feb\uff0c\u5373\u4f7f\u5bf9\u4e8e\u8ba1\u7b97\u5bc6\u96c6\u578b\u4efb\u52a1\u4e5f\u662f\u5982\u6b64\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u673a\u5668\u5b66\u4e60\u96c6\u6210<\/strong>\uff1a\u4e91\u7aef\u7b14\u8bb0\u672c\u53ef\u4ee5\u4e0e\u673a\u5668\u5b66\u4e60\u5e73\u53f0\u66f4\u7d27\u5bc6\u5730\u96c6\u6210\uff0c\u5b9e\u73b0\u65e0\u7f1d\u7684\u6a21\u578b\u5f00\u53d1\u548c\u90e8\u7f72\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4eba\u5de5\u667a\u80fd\u529f\u80fd<\/strong>\uff1a\u4ee3\u7801\u5b8c\u6210\u3001\u81ea\u52a8\u5efa\u8bae\u548c\u81ea\u52a8\u6570\u636e\u53ef\u89c6\u5316\u7b49\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u529f\u80fd\u53ef\u80fd\u4f1a\u53d8\u5f97\u66f4\u52a0\u666e\u904d\uff0c\u4ece\u800c\u6709\u52a9\u4e8e\u63d0\u9ad8\u751f\u4ea7\u6548\u7387\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u865a\u62df\u73b0\u5b9e\u534f\u4f5c<\/strong>\uff1a\u968f\u7740\u865a\u62df\u73b0\u5b9e\u6280\u672f\u7684\u5174\u8d77\uff0c\u4e91\u7b14\u8bb0\u672c\u53ef\u80fd\u4f7f\u7528\u6237\u80fd\u591f\u5728\u6c89\u6d78\u5f0f\u865a\u62df\u73af\u5883\u4e2d\u8fdb\u884c\u534f\u4f5c\u3002<\/p>\n<\/li>\n<\/ol>\n<h2>\u5982\u4f55\u4f7f\u7528\u4ee3\u7406\u670d\u52a1\u5668\u6216\u5c06\u5176\u4e0e Cloud Notebook \u5173\u8054<\/h2>\n<p>\u4ee3\u7406\u670d\u52a1\u5668\u5728\u4f7f\u7528\u4e91\u7b14\u8bb0\u672c\u65f6\u975e\u5e38\u6709\u7528\uff0c\u5c24\u5176\u662f\u5728\u7528\u6237\u9762\u4e34\u4e92\u8054\u7f51\u9650\u5236\u3001\u8bbf\u95ee\u9650\u5236\u6216\u589e\u5f3a\u7684\u5b89\u5168\u8981\u6c42\u7684\u60c5\u51b5\u4e0b\u3002\u4ee3\u7406\u670d\u52a1\u5668\u5145\u5f53\u7528\u6237\u548c\u4e91\u7b14\u8bb0\u672c\u5e73\u53f0\u4e4b\u95f4\u7684\u4e2d\u4ecb\uff0c\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u4ee3\u7406\u670d\u52a1\u5668\u7684\u4f4d\u7f6e\u95f4\u63a5\u8bbf\u95ee\u5e73\u53f0\u3002\u8fd9\u53ef\u4ee5\u5e2e\u52a9\u7ed5\u8fc7\u5730\u7406\u9650\u5236\u5e76\u5728\u4ece\u4e0d\u540c\u5730\u533a\u8bbf\u95ee\u4e91\u7b14\u8bb0\u672c\u65f6\u4fdd\u6301\u533f\u540d\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u5982\u679c\u7528\u6237\u5728\u5176\u6240\u5728\u56fd\u5bb6\/\u5730\u533a\u9762\u4e34\u4e92\u8054\u7f51\u5ba1\u67e5\uff0c\u4ed6\u4eec\u53ef\u4ee5\u8fde\u63a5\u5230\u4f4d\u4e8e\u4e91\u7b14\u8bb0\u672c\u5e73\u53f0\u53ef\u4e0d\u53d7\u9650\u5236\u8bbf\u95ee\u7684\u533a\u57df\u7684\u4ee3\u7406\u670d\u52a1\u5668\u3002\u4f5c\u4e3a\u4ee3\u7406\u670d\u52a1\u5668\u63d0\u4f9b\u5546\uff0cOneProxy \u53ef\u4ee5\u5728\u786e\u4fdd\u9762\u4e34\u6b64\u7c7b\u6311\u6218\u7684\u7528\u6237\u65e0\u7f1d\u3001\u5b89\u5168\u5730\u8bbf\u95ee\u4e91\u7b14\u8bb0\u672c\u5e73\u53f0\u65b9\u9762\u53d1\u6325\u5173\u952e\u4f5c\u7528\u3002<\/p>\n<h2>\u76f8\u5173\u94fe\u63a5<\/h2>\n<p>\u6709\u5173 Cloud Notebooks \u7684\u66f4\u591a\u4fe1\u606f\uff0c\u60a8\u53ef\u4ee5\u63a2\u7d22\u4ee5\u4e0b\u8d44\u6e90\uff1a<\/p>\n<ol>\n<li><a href=\"https:\/\/jupyter.org\/\" target=\"_new\" rel=\"noopener nofollow\">Jupyter \u9879\u76ee<\/a><\/li>\n<li><a href=\"https:\/\/colab.research.google.com\/\" target=\"_new\" rel=\"noopener nofollow\">\u8c37\u6b4c\u5408\u4f5c\u5b9e\u9a8c\u5ba4<\/a><\/li>\n<li><a href=\"https:\/\/databricks.com\/\" target=\"_new\" rel=\"noopener nofollow\">\u6570\u636e\u5757<\/a><\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/kernels\" target=\"_new\" rel=\"noopener nofollow\">Kaggle \u5185\u6838<\/a><\/li>\n<li><a href=\"https:\/\/rstudio.cloud\/\" target=\"_new\" rel=\"noopener nofollow\">RStudio\u4e91<\/a><\/li>\n<\/ol>\n<p>\u4e91\u7aef\u7b14\u8bb0\u672c\u5f7b\u5e95\u6539\u53d8\u4e86\u6570\u636e\u5206\u6790\u3001\u7814\u7a76\u548c\u6559\u80b2\u7684\u65b9\u5f0f\u3002\u51ed\u501f\u5176\u534f\u4f5c\u548c\u4ea4\u4e92\u529f\u80fd\uff0c\u5b83\u4eec\u7ee7\u7eed\u5e2e\u52a9\u5404\u4e2a\u9886\u57df\u7684\u4e2a\u4eba\u548c\u56e2\u961f\u505a\u51fa\u6570\u636e\u9a71\u52a8\u7684\u51b3\u7b56\uff0c\u5e76\u5728\u6570\u5b57\u65f6\u4ee3\u63a8\u52a8\u521b\u65b0\u3002<\/p>","protected":false},"featured_media":467884,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476271","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Cloud Notebook: A Comprehensive Overview<\/mark>","faq_items":[{"question":"What is a Cloud Notebook?","answer":"<p>A cloud notebook is a web-based computing environment that allows users to create, share, and collaborate on interactive documents containing live code, visualizations, and narrative text. It combines the benefits of cloud computing and interactive computing, making it easier to work with data and code collaboratively.<\/p>"},{"question":"How did Cloud Notebooks originate?","answer":"<p>The concept of cloud notebooks traces back to the early 2000s with the emergence of interactive computing environments like Mathematica and MATLAB. The term \"cloud notebook\" gained popularity in the late 2000s when cloud computing technologies started to evolve, leading to platforms like Jupyter Notebook and Google Colab.<\/p>"},{"question":"What are the key features of Cloud Notebooks?","answer":"<p>Cloud notebooks offer several key features, including collaboration, version control, data visualization, interactivity, easy sharing, and a rich ecosystem of extensions and libraries. These features enhance data analysis, research, and educational experiences.<\/p>"},{"question":"How does a Cloud Notebook work?","answer":"<p>Cloud notebooks operate on a client-server architecture. Users interact with the notebook through a web browser (client), while the server hosts the notebook and the computational environment. This setup enables real-time collaboration and access from anywhere with an internet connection.<\/p>"},{"question":"What types of Cloud Notebooks are there?","answer":"<p>Several types of cloud notebooks cater to different use cases. Some popular ones include Jupyter Notebook, Google Colab, Databricks, Kaggle Kernels, and RStudio Cloud. Each platform may focus on specific functionalities like deep learning, big data analytics, or data science competitions.<\/p>"},{"question":"How can I use a Cloud Notebook?","answer":"<p>Cloud notebooks find applications in various fields, including data analysis, machine learning development, education, and research documentation. Users can easily share notebooks, collaborate with team members, and access them from different devices.<\/p>"},{"question":"What challenges may arise when using a Cloud Notebook?","answer":"<p>While cloud notebooks offer immense benefits, users may encounter challenges related to resource constraints for complex computations, data security, connectivity dependence, and a learning curve for beginners. However, solutions like resource optimization, data encryption, offline access, and interactive tutorials can help overcome these challenges.<\/p>"},{"question":"What does the future hold for Cloud Notebooks?","answer":"<p>The future of cloud notebooks looks promising, with advancements in cloud infrastructure, tighter integration with machine learning platforms, AI-driven features, and potential virtual reality collaboration.<\/p>"},{"question":"How do proxy servers relate to Cloud Notebooks?","answer":"<p>Proxy servers, like those provided by OneProxy, can be associated with cloud notebooks to address internet restrictions, access limitations, and enhanced security requirements. Proxy servers act as intermediaries, allowing users to access cloud notebooks indirectly through the proxy server's location, ensuring seamless and secure access.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/wiki\/476271","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/wiki\/476271\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/media\/467884"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/cn\/wp-json\/wp\/v2\/media?parent=476271"}],"curies":[{"name":"\u53ef\u6e7f\u6027\u7c89\u5242","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}