{"id":271848,"date":"2022-08-08T04:00:00","date_gmt":"2022-08-08T03:00:00","guid":{"rendered":"https:\/\/blog.jetbrains.com\/datalore\/2022\/07\/14\/5-ways-to-collaborate-effectively-as-a-data-science-team\/"},"modified":"2023-02-20T17:07:48","modified_gmt":"2023-02-20T16:07:48","slug":"5-ways-to-collaborate-effectively-as-a-data-science-team","status":"publish","type":"datalore","link":"https:\/\/blog.jetbrains.com\/zh-hans\/datalore\/2022\/08\/08\/5-ways-to-collaborate-effectively-as-a-data-science-team\/","title":{"rendered":"\u4f5c\u4e3a\u6570\u636e\u79d1\u5b66\u56e2\u961f\u6709\u6548\u534f\u4f5c\u7684 5 \u79cd\u65b9\u5f0f"},"content":{"rendered":"\n<p>\u6570\u636e\u79d1\u5b66\u9879\u76ee\u53ef\u80fd\u975e\u5e38\u590d\u6742\uff0c\u7531\u8bb8\u591a\u90e8\u5206\u7ec4\u6210\uff0c\u4f8b\u5982 Notebook\u3001\u6570\u636e\u3001\u73af\u5883\u548c\u811a\u672c\u7b49\u3002\u5bf9\u4e8e\u6570\u636e\u79d1\u5b66\u56e2\u961f\u6765\u8bf4\uff0c\u6709\u6548\u5730\u4e00\u8d77\u5de5\u4f5c\u53ef\u80fd\u662f\u4e00\u9879\u5f88\u5927\u7684\u6311\u6218\u3002<\/p>\n\n\n\n<p>\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\uff0c\u60a8\u5c06\u5b66\u4e60 5 \u79cd\u9002\u7528\u4e8e\u6570\u636e\u9a71\u52a8\u578b\u56e2\u961f\u7684\u534f\u4f5c\u6280\u672f\uff0c\u4ece\u800c\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u5e76\u51cf\u8f7b\u538b\u529b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"2560\" height=\"1200\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2022\/07\/dl-yellow-blog-featured-image-1280x600-1-1.png\" alt=\"5 Ways to Collaborate Effectively as a Data Science Team\" class=\"wp-image-264003\"\/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u8f7b\u677e\u5171\u4eab\u4ee3\u7801\u548c\u5173\u952e\u5de5\u4ef6<\/h2>\n\n\n\n<p>\u5728\u6570\u636e\u79d1\u5b66\u9879\u76ee\u4e0a\u534f\u4f5c\u5f88\u5bb9\u6613\u4e00\u5f00\u59cb\u5c31\u5931\u8d25\uff0c\u56e0\u4e3a\u4e0e\u5176\u4ed6\u56e2\u961f\u6210\u5458\u5171\u4eab\u8d44\u6599\u975e\u5e38\u9ebb\u70e6\u3002&nbsp;\u5171\u4eab Jupyter Notebook \u4e5f\u9700\u8981\u60a8\u5206\u4eab\u5927\u91cf\u4e0a\u4e0b\u6587\uff1a\u5177\u4f53\u7684\u73af\u5883\u3001\u6570\u636e\u548c\u6570\u636e\u8fde\u63a5\u3002&nbsp;\u5982\u679c\u60a8\u9700\u8981\u7684\u53ea\u662f\u6570\u636e\u8f6c\u6362\u65b9\u9762\u7684\u5e2e\u52a9\uff0c\u8fd9\u4f3c\u4e4e\u662f\u591a\u4f59\u7684\u3002&nbsp;\u5982\u679c\u5171\u4eab Jupyter Notebook \u80fd\u50cf\u5171\u4eab Google \u6587\u6863\u4e00\u6837\u7b80\u5355\uff0c\u5c82\u4e0d\u662f\u5f88\u597d\uff1f<\/p>\n\n\n\n<p>\u501f\u52a9&nbsp;<a href=\"https:\/\/www.jetbrains.com.cn\/datalore\/enterprise\/\" target=\"_blank\" rel=\"noopener\">Datalore<\/a>\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u94fe\u63a5\u6216\u7535\u5b50\u90ae\u4ef6\u9080\u8bf7\u5171\u4eab\u5177\u6709\u67e5\u770b\u6216\u7f16\u8f91\u6743\u9650\u7684 Notebook\uff0c\u6240\u6709\u9644\u52a0\u7684\u6570\u636e\u548c\u6570\u636e\u96c6\u6210\u3001\u73af\u5883\u548c\u8ba1\u7b97\u72b6\u6001\u5c06\u88ab\u81ea\u52a8\u5171\u4eab\u3002&nbsp;\u5f53\u60a8\u5df2\u7ecf\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u6216\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5f88\u957f\u65f6\u95f4\uff0c\u60f3\u5b9e\u65f6\u5206\u4eab\u60a8\u7684\u8fdb\u5c55\u65f6\uff0c\u8fd9\u53ef\u80fd\u7279\u522b\u65b9\u4fbf\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1200\" height=\"628\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2022\/07\/image.gif\" alt=\"\" class=\"wp-image-263861\"\/><figcaption>\u4e0e\u56e2\u961f\u6210\u5458\u4e00\u8d77\u5b9e\u65f6\u7f16\u5199\u4ee3\u7801<\/figcaption><\/figure>\n\n\n\n<p><a href=\"https:\/\/www.jetbrains.com.cn\/datalore\/enterprise\/\" target=\"_blank\" rel=\"noopener\">Datalore<\/a>&nbsp;\u662f\u4e00\u4e2a\u9002\u7528\u4e8e\u56e2\u961f\u7684\u534f\u4f5c\u5f0f\u6570\u636e\u79d1\u5b66\u548c\u5546\u4e1a\u667a\u80fd\u5e73\u53f0\u3002<em>&nbsp;\u60a8\u53ef\u4ee5\u5728\u7ebf\u5c1d\u8bd5\u7531 JetBrains \u6258\u7ba1\u7684&nbsp;<a href=\"https:\/\/www.jetbrains.com.cn\/datalore\/enterprise\/\" target=\"_blank\" rel=\"noopener\">Datalore Community \u548c Datalore Professional<\/a>\uff0c\u4e5f\u53ef\u4ee5\u5728\u60a8\u7684\u79c1\u6709\u4e91\u6216\u672c\u5730\u90e8\u7f72\u73af\u5883\u4e2d\u4f5c\u4e3a\u81ea\u6258\u7ba1\u89e3\u51b3\u65b9\u6848\u5b89\u88c5&nbsp;<a href=\"https:\/\/www.jetbrains.com\/datalore\/enterprise\/\" target=\"_blank\" rel=\"noopener\">Datalore Enterprise<\/a>\u3002<\/em><\/p>\n\n\n\n<p>\u5f53\u60a8\u7684\u540c\u4e8b\u8fdb\u5165 Notebook \u65f6\uff0c\u60a8\u4f1a\u5b9e\u65f6\u770b\u5230\u4ed6\u4eec\u7684\u56fe\u6807\u548c\u5149\u6807\u3002&nbsp;\u70b9\u51fb\u4ed6\u4eec\u7684\u56fe\u6807\uff0c\u5373\u53ef\u5f00\u59cb\u81ea\u52a8\u8ddf\u8e2a\u4ed6\u4eec\u3002&nbsp;\u4f60\u4eec\u4e5f\u53ef\u4ee5\u5b9e\u65f6\u534f\u4f5c\u5904\u7406 Python \u811a\u672c\u548c\u9644\u52a0\u5230 Notebook \u7684\u6570\u636e\u6587\u4ef6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1222\" height=\"692\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2022\/07\/1.gif\" alt=\"\" class=\"wp-image-263962\"\/><figcaption>\u5728 Datalore \u4e2d\u8ddf\u8e2a\u534f\u4f5c\u8005<\/figcaption><\/figure>\n\n\n\n<p>\u65e2\u53ef\u4ee5\u5b9e\u65f6\u8bbf\u95ee\u5171\u4eab Notebook\uff0c\u4e5f\u53ef\u4ee5\u5728\u5176\u4ed6\u56e2\u961f\u6210\u5458\u79bb\u7ebf\u65f6\u8bbf\u95ee\u3002&nbsp;\u60a8\u4e0d\u9700\u8981\u62c5\u5fc3\u7834\u574f Notebook \u4e2d\u7684\u5185\u5bb9\uff0c\u56e0\u4e3a\u64cd\u4f5c\u4f1a\u88ab\u4fdd\u5b58\u5728\u5386\u53f2\u8bb0\u5f55\u5de5\u5177\u4e2d\uff0c\u8fd9\u610f\u5473\u7740\u60a8\u53ef\u4ee5\u968f\u65f6\u8ddf\u8e2a\u66f4\u6539\u5e76\u6062\u590d\u5230\u81ea\u5b9a\u4e49\u6216\u81ea\u52a8\u68c0\u67e5\u70b9\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/resources.jetbrains.com\/storage\/products\/blog\/wp-content\/uploads\/Datalore\/History_tool.gif\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u5982\u679c\u60a8\u559c\u6b22\u4f7f\u7528\u5f00\u6e90\u7684 Jupyter Notebook\uff0c\u5728\u670d\u52a1\u5668\u4e0a\u5b89\u88c5&nbsp;<a href=\"https:\/\/github.com\/yjs\/yjs\" target=\"_blank\" rel=\"noopener\">Yjs<\/a>&nbsp;\u63d2\u4ef6\u540e\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u94fe\u63a5\u5171\u4eab\u5b83\u4eec\u5e76\u8fdb\u884c\u5b9e\u65f6\u534f\u4f5c\u3002&nbsp;\u4e0d\u8fc7\uff0c\u8fd9\u4e2a\u63d2\u4ef6\u7f3a\u4e4f\u89d2\u8272\u6743\u9650\uff0c\u6ca1\u6709\u5b9e\u65f6\u7684\u534f\u4f5c\u8005\u8ddf\u8e2a\u548c\u7248\u672c\u5dee\u5f02\u529f\u80fd\uff0c\u800c\u4e14\u60a8\u7684\u6570\u636e\u5e93\u5bc6\u7801\u6216\u5176\u4ed6\u51ed\u636e\u4f1a\u88ab\u516c\u5f00\uff0c\u53ef\u4ee5\u88ab\u60a8\u7684\u56e2\u961f\u6210\u5458\u68c0\u7d22\u5230\u3002<\/p>\n\n\n\n<p align=\"center\">\n    <a class=\"jb-download-button\" href=\"https:\/\/www.jetbrains.com.cn\/datalore\/enterprise\/#form-section\" target=\"_blank\" rel=\"noopener\">      \n       \u7533\u8bf7 30 \u5929\u514d\u8d39\u8bd5\u7528\n    <\/a>\n<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e3a\u6570\u636e\u79d1\u5b66\u9879\u76ee\u521b\u5efa\u77e5\u8bc6\u5e93<\/h2>\n\n\n\n<p>\u5982\u679c\u60a8\u7684\u56e2\u961f\u6210\u5458\u7ecf\u5e38\u505a\u91cd\u590d\u6027\u5de5\u4f5c\uff0c\u60a8\u53ef\u4ee5\u8003\u8651\u4f7f\u7528 Notebook \u6a21\u677f\u521b\u5efa\u4e00\u4e2a\u77e5\u8bc6\u5e93\u3002&nbsp;\u8fd9\u662f\u4e00\u79cd\u7b80\u5355\u7684\u65b9\u5f0f\uff0c\u53ef\u4ee5\u5e2e\u52a9\u60a8\u7684\u56e2\u961f\u6210\u5458\u907f\u514d\u6d6a\u8d39\u51e0\u4e2a\u5c0f\u65f6\u6765\u91cd\u65b0\u53d1\u660e\u53e6\u4e00\u4e2a\u56e2\u961f\u6210\u5458\u5df2\u7ecf\u5f00\u53d1\u7684\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p>\u5728&nbsp;<a href=\"https:\/\/www.jetbrains.com.cn\/datalore\/enterprise\/\" target=\"_blank\" rel=\"noopener\">Datalore<\/a>&nbsp;\u4e2d\uff0c\u60a8\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u5171\u4eab\u7684\u56e2\u961f\u5de5\u4f5c\u533a\uff0c\u5e76\u5b58\u50a8\u60a8\u6240\u6709\u7684\u5173\u952e Notebook \u6a21\u677f\u548c\u6570\u636e\u96c6\u3002&nbsp;\u7531\u4e8e Datalore \u7684\u4e00\u4f53\u5316\u8bbe\u7f6e\uff0c\u8fd9\u4e9b\u6a21\u677f\u53ef\u4ee5\u5305\u62ec\u4e00\u4e2a\u914d\u7f6e\u597d\u7684\u73af\u5883\u3001\u9002\u5f53\u7684 Markdown \u63cf\u8ff0\u3001\u4e00\u4e9b\u5f52\u6863\u7684\u6a21\u677f\u4ee3\u7801\uff0c\u751a\u81f3\u5230\u76f8\u5173\u6570\u636e\u5e93\u6216\u4e91\u5b58\u50a8\u7684\u8fde\u63a5\u3002&nbsp;\u7136\u540e\uff0c\u6570\u636e\u79d1\u5b66\u5bb6\u5c06\u80fd\u591f\u5c06\u8fd9\u4e9b Notebook \u514b\u9686\u5230\u4ed6\u4eec\u81ea\u5df1\u7684\u5de5\u4f5c\u533a\uff0c\u5e76\u4ee5\u6b64\u4e3a\u57fa\u7840\u5f00\u59cb\u6784\u5efa\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1440\" height=\"820\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2022\/07\/workspace.gif\" alt=\"\" class=\"wp-image-263928\"\/><figcaption>\u4e3a\u6570\u636e\u79d1\u5b66\u9879\u76ee\u521b\u5efa\u77e5\u8bc6\u5e93<\/figcaption><\/figure>\n\n\n\n<p>\u6b64\u7c7b\u77e5\u8bc6\u5e93\u4e5f\u53ef\u4ee5\u7b80\u5316\u65b0\u56e2\u961f\u6210\u5458\u7684\u5165\u95e8\uff0c\u56e0\u4e3a\u6240\u6709\u5173\u952e\u6570\u636e\u96c6\u3001Notebook \u548c\u73af\u5883\u8bbe\u7f6e\u90fd\u53ef\u4ee5\u5728\u4e00\u4e2a\u5730\u65b9\u83b7\u5f97\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7f16\u5199\u4ee3\u7801\u65f6\u8003\u8651\u5230\u53ef\u91cd\u73b0\u6027<\/h2>\n\n\n\n<p>\u7406\u89e3\u5bf9\u65b9\u7684\u4ee3\u7801\u53ef\u80fd\u5f88\u56f0\u96be\uff0c\u4f46\u89e3\u51b3\u540c\u4e8b\u7684\u9519\u8bef\u5c31\u66f4\u96be\u4e86\u3002&nbsp;\u4e0b\u9762\u662f\u4e00\u4e2a\u7b80\u77ed\u7684\u6838\u5bf9\u6e05\u5355\uff0c\u60a8\u53ef\u4ee5\u5c06\u5176\u63a8\u5e7f\u5230\u56e2\u961f\u6765\u5e2e\u52a9\u5b9e\u73b0\u53ef\u91cd\u73b0\u6027\uff1a<\/p>\n\n\n\n<ul><li>\u4f7f\u7528 Markdown \u5355\u5143\u63cf\u8ff0\u6bcf 2\u20133 \u4e2a\u4ee3\u7801\u5757\u3002<\/li><li>\u70b9\u51fb Run all\uff08\u5168\u90e8\u8fd0\u884c\uff09\uff0c\u786e\u4fdd Notebook \u91cd\u65b0\u8ba1\u7b97\u540e\u6ca1\u6709\u9519\u8bef\uff0c\u7136\u540e\u518d\u5c06\u60a8\u7684\u5de5\u4f5c\u4ee5\u62a5\u544a\u5f62\u5f0f\u53d1\u5e03\u6216\u653e\u5230\u5171\u4eab\u5de5\u4f5c\u533a\u4e2d\u3002&nbsp;\u53e6\u5916\uff0c\u60a8\u4e5f\u53ef\u4ee5\u5728 Datalore \u4e2d\u4f7f\u7528&nbsp;<a href=\"https:\/\/blog.jetbrains.com\/datalore\/2021\/10\/11\/revamped-reactive-mode-and-how-it-makes-your-notebooks-reproducible\/\">Reactive \u6a21\u5f0f<\/a>\u7edf\u4e00 Notebook \u72b6\u6001\u3002&nbsp;\u60a8\u53ef\u4ee5\u5728<a href=\"https:\/\/blog.jetbrains.com\/datalore\/2021\/10\/11\/revamped-reactive-mode-and-how-it-makes-your-notebooks-reproducible\/\">\u6b64\u5904<\/a>\u8be6\u7ec6\u4e86\u89e3\u76f8\u5173\u4fe1\u606f\u3002<\/li><li>\u968f Notebook \u5171\u4eab\u73af\u5883\u548c\u6570\u636e\u3002&nbsp;Datalore \u4f1a\u9ed8\u8ba4\u8fdb\u884c\u6b64\u5904\u7406\uff0c\u4f46\u5982\u679c\u60a8\u4f7f\u7528\u5f00\u6e90 Jupyter\uff0c\u5219\u9700\u8981\u624b\u52a8\u6267\u884c\u6b64\u64cd\u4f5c\u3002<\/li><\/ul>\n\n\n\n<p>\u5982\u679c\u53ef\u91cd\u73b0\u6027\u5bf9\u60a8\u5f88\u91cd\u8981\uff0c\u8bf7\u52a1\u5fc5\u89c2\u770b\u6211\u4eec\u6700\u8fd1\u4e0e Jodie Burchell \u535a\u58eb\u4e3e\u884c\u7684<a href=\"https:\/\/blog.jetbrains.com\/datalore\/2022\/06\/24\/webinar-recording-is-your-analysis-reproducible-5-ways-to-make-your-work-bulletproof-with-datalore\/\">\u5728\u7ebf\u8bb2\u5ea7<\/a>\uff0c\u4e86\u89e3\u53ef\u91cd\u73b0\u6027\u7814\u7a76\u7684 5 \u4e2a\u63d0\u793a\u3002<\/p>\n\n\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 loading=\"lazy\" title=\"Is Your Analysis Reproducible? 5 Ways to Make Your Work Bulletproof With Datalore\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/MIctg07feIc?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6709\u6548\u5730\u4f20\u8fbe\u60a8\u7684\u53d1\u73b0\uff0c\u4ee5\u4fc3\u8fdb\u5168\u516c\u53f8\u8303\u56f4\u5185\u7684\u6570\u636e\u9a71\u52a8\u51b3\u7b56<\/h2>\n\n\n\n<p>\u867d\u7136 Notebook \u662f\u8fdb\u884c\u6570\u636e\u79d1\u5b66\u7814\u7a76\u7684\u51fa\u8272\u5de5\u5177\uff0c\u4f46\u5b83\u5e76\u4e0d\u662f\u4f20\u8fbe\u7ed3\u679c\u7684\u6700\u6709\u6548\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u5e26\u6709\u5927\u5757\u4ee3\u7801\u7684\u539f\u59cb Notebook \u5fc5\u7136\u4f1a\u5305\u542b\u5f88\u591a\u4e0e\u6280\u672f\u548c\u975e\u6280\u672f\u5229\u76ca\u76f8\u5173\u8005\u65e0\u5173\u7684\u4fe1\u606f\u3002&nbsp;\u4ed6\u4eec\u901a\u5e38\u53ea\u60f3\u77e5\u9053\u60a8\u505a\u4e86\u4ec0\u4e48\uff0c\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u505a\uff0c\u4ee5\u53ca\u60a8\u7684\u53d1\u73b0\u662f\u4ec0\u4e48\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"1600\" height=\"912\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2022\/07\/image-9.png\" alt=\"\" class=\"wp-image-263939\"\/><\/figure>\n\n\n\n<p>\u7136\u800c\uff0c\u4f7f\u7528 Tableau \u6216 Power BI \u7b49\u5de5\u5177\u6216 Dash\/Streamlit (Python)\u3001Shiny (R) \u7b49\u4eea\u8868\u677f\u8f6f\u4ef6\u5305\u6216 Google \u6587\u6863\/Microsoft Word \u521b\u5efa\u62a5\u544a\u9700\u8981\u6267\u884c\u5f88\u591a\u989d\u5916\u7684\u5de5\u4f5c\u3002&nbsp;Notebook \u4e0e\u62a5\u544a\u4e4b\u95f4\u7684\u8fde\u63a5\u4e5f\u88ab\u79fb\u9664\uff0c\u8fd9\u610f\u5473\u7740\u60a8\u5bf9 Notebook \u7684\u4efb\u4f55\u66f4\u6539\u90fd\u9700\u8981\u5728\u62a5\u544a\u4e2d\u624b\u52a8\u66f4\u65b0\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u75db\u70b9\u53ef\u4ee5\u901a\u8fc7&nbsp;<a href=\"https:\/\/www.jetbrains.com.cn\/datalore\/enterprise\/\" target=\"_blank\" rel=\"noopener\">Datalore<\/a>&nbsp;\u8f7b\u677e\u89e3\u51b3\u3002&nbsp;Datalore \u4e2d\u7684 Notebook \u53ef\u4ee5\u76f4\u63a5\u8f6c\u6362\u4e3a\u62a5\u544a\uff0c\u5e76\u80fd\u6839\u636e\u60a8\u7684\u610f\u613f\u9690\u85cf Notebook \u7684\u8f93\u5165\u548c\u8f93\u51fa\u3002&nbsp;\u5229\u76ca\u76f8\u5173\u8005\u53ef\u4ee5\u5728\u6ca1\u6709 Datalore \u5e10\u6237\u7684\u60c5\u51b5\u4e0b\u8bbf\u95ee\u8fd9\u4e9b\u62a5\u544a\uff0c\u5e76\u4e0e\u4e0b\u62c9\u83dc\u5355\u3001\u6ed1\u5757\u548c\u7ed8\u56fe\u4ea4\u4e92\u3002&nbsp;\u5982\u679c\u5229\u76ca\u76f8\u5173\u8005\u5177\u6709 Datalore \u5e10\u6237\u548c\u57fa\u672c\u7684 Python \u6216 SQL \u77e5\u8bc6\uff0c\u4ed6\u4eec\u5c06\u80fd\u591f\u901a\u8fc7\u7f16\u8f91\u62a5\u544a\u7684\u526f\u672c\u6765\u6df1\u5165\u5206\u6790\u3002<\/p>\n\n\n\n<p align=\"center\">\n    <a class=\"jb-download-button\" href=\"https:\/\/datalore.jetbrains.com\/view\/report\/14cRQaWdRiHzzVBuhYk949\" target=\"_blank\" rel=\"noopener\">      \n       \u6253\u5f00\u62a5\u544a\u793a\u4f8b\n    <\/a>\n<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/resources.jetbrains.com\/storage\/products\/blog\/wp-content\/uploads\/Datalore\/report_new_2.gif\" alt=\"\"\/><\/figure>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\">\u4ece\u672c\u5730\u5230\u57fa\u4e8e\u4e91<\/h2>\n\n\n\n<p>\u60a8\u5728\u4f7f\u7528\u672c\u5730\u5b89\u88c5\u7684 Jupyter Notebook \u5417\uff1f&nbsp;\u67e5\u770b\u4e0b\u9762\u7684\u5bf9\u6bd4\u8868\uff0c\u4e86\u89e3\u60a8\u4e3a\u4ec0\u4e48\u5e94\u8003\u8651\u8fc1\u79fb\u5230\u57fa\u4e8e\u4e91\u7684\u6570\u636e\u79d1\u5b66\u5e73\u53f0\u7684\u51e0\u4e2a\u539f\u56e0\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><\/td><td>\u672c\u5730 Jupyter\uff0c\u5355\u72ec\u5b89\u88c5\u3002<\/td><td>\u4e91\u5e73\u53f0\uff0c\u7531\u8d35\u516c\u53f8\u6216 SaaS \u63d0\u4f9b\u5546\u6258\u7ba1\u3002<\/td><\/tr><tr><td>\u534f\u4f5c<\/td><td>\u53ea\u901a\u8fc7 Git\u3002<br>&nbsp;\u4e0e\u6570\u636e\u548c\u73af\u5883\u7684\u8fde\u63a5\u53ef\u80fd\u4f1a\u4e22\u5931\uff0c\u60a8\u53ef\u80fd\u4f1a\u5fd8\u8bb0\u63d0\u4ea4\u9879\u76ee\u7684\u6700\u65b0\u72b6\u6001\uff0c\u800c\u63a8\u9001\u5e26\u6709\u8f93\u51fa\u7684 Notebook \u4f1a\u7ed9 Git \u4ed3\u5e93\u5e26\u6765\u989d\u5916\u7684\u6df7\u4e71\u3002<\/td><td>\u5728 Notebook \u4e0e\u5171\u4eab\u5de5\u4f5c\u533a\u4e0a\u8fdb\u884c\u5b9e\u65f6\u534f\u4f5c\uff0c\u5e76\u9644\u52a0\u6240\u6709\u5de5\u4ef6\uff08\u5728&nbsp;<a href=\"https:\/\/www.jetbrains.com.cn\/datalore\/enterprise\/\" target=\"_blank\" rel=\"noopener\">Datalore<\/a>&nbsp;\u4e2d\u53ef\u7528\uff09\u3002<\/td><\/tr><tr><td>\u5904\u7406\u5927\u6570\u636e<\/td><td>\u4ece\u670d\u52a1\u5668\u4e0a\u62c9\u53d6\u5927\u6570\u636e\u9700\u8981\u5927\u91cf\u65f6\u95f4\uff0c\u800c\u4e14\u60a8\u7684\u672c\u5730\u673a\u5668\u53ef\u80fd\u4f1a\u8017\u5c3d\u5185\u5b58\u3002<\/td><td>\u60a8\u53ef\u4ee5\u6269\u7f29\u4e91\u673a\u5668\uff0c\u62c9\u53d6\u6570\u636e\uff0c\u800c\u4e0d\u5fc5\u4f9d\u8d56\u4e92\u8054\u7f51\u901f\u5ea6\u3002<\/td><\/tr><tr><td>\u65b0\u56e2\u961f\u6210\u5458\u5165\u95e8<\/td><td>\u6bcf\u4e2a\u65b0\u56e2\u961f\u6210\u5458\u90fd\u8981\u82b1\u65f6\u95f4\u5b89\u88c5 Jupyter\uff0c\u914d\u7f6e\u73af\u5883\uff0c\u5e76\u81ea\u884c\u62c9\u53d6\u6570\u636e\u3002<\/td><td>\u4e00\u952e\u8bbf\u95ee\u56e2\u961f\u9879\u76ee\uff0c\u6240\u6709\u5185\u5bb9\u90fd\u5df2\u9884\u5148\u5b89\u88c5\u3002<\/td><\/tr><tr><td>\u8ba1\u7b97\u673a\u8bbf\u95ee<\/td><td>\u9700\u8981\u624b\u52a8\u542f\u52a8\u673a\u5668\u5e76\u901a\u8fc7 SSH \u8bbf\u95ee\u3002<\/td><td>\u53ea\u9700\u70b9\u51fb\u4e00\u6b21\u5373\u53ef\u5728\u5f3a\u5927\u7684\u670d\u52a1\u5668\u4e0a\u8f7b\u677e\u8fd0\u884c\u8ba1\u7b97\u3002<\/td><\/tr><tr><td>\u73af\u5883\u8bbe\u7f6e<\/td><td>\u6bcf\u4e2a\u7528\u6237\u5177\u6709\u4e0d\u540c\u7684\u73af\u5883\uff0c\u8fd9\u53ef\u80fd\u5f88\u96be\u7ba1\u7406\u3002\u4e00\u4e2a\u65b0\u7684\u8f6f\u4ef6\u5305\u53ef\u80fd\u4f1a\u7834\u574f\u6574\u4e2a\u5e94\u7528\u7a0b\u5e8f\uff0c\u800c\u4e14\u5f88\u96be\u8fdb\u884c\u8c03\u8bd5\u3002<\/td><td>\u56e2\u961f\u53ef\u4ee5\u521b\u5efa\u591a\u4e2a\u5177\u6709\u9884\u5b89\u88c5\u4f9d\u8d56\u9879\u7684\u57fa\u7840\u73af\u5883\u3002\u5e94\u7528\u4e0d\u4f1a\u88ab\u7834\u574f\uff0c\u56e0\u4e3a\u6bcf\u4e2a Notebook \u7684\u73af\u5883\u90fd\u662f\u9694\u79bb\u7684\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u600e\u6837\u624d\u80fd\u8bd5\u7528 Datalore \u6765\u6539\u5584\u6211\u7684\u6570\u636e\u79d1\u5b66\u56e2\u961f\u534f\u4f5c\uff1f<\/h2>\n\n\n\n<p>\u5982\u679c\u60a8\u60f3\u5728\u56e2\u961f\u4e2d\u5c1d\u8bd5 Datalore\uff0c\u53ef\u4ee5\u4f7f\u7528 Enterprise \u65b9\u6848\u6258\u7ba1\u4e00\u4e2a\u79c1\u6709\u4e91\u6216\u672c\u5730\u90e8\u7f72\u7248\u672c\u3002&nbsp;\u8be6\u7ec6\u4e86\u89e3&nbsp;<a href=\"https:\/\/www.jetbrains.com.cn\/datalore\/enterprise\/\" target=\"_blank\" rel=\"noopener\">Datalore Enterprise<\/a>&nbsp;\u5e76\u5728\u6b64\u5904\u7533\u8bf7\u8bd5\u7528\u3002<\/p>\n\n\n\n<p align=\"center\">\n    <a class=\"jb-download-button\" href=\"https:\/\/www.jetbrains.com.cn\/datalore\/enterprise\/#form-section\" target=\"_blank\" rel=\"noopener\">      \n       \u7533\u8bf7 30 \u5929\u514d\u8d39\u8bd5\u7528\n    <\/a>\n<\/p>\n\n\n\n<iframe loading=\"lazy\" src=\"\/\/player.bilibili.com\/player.html?aid=215446655&amp;bvid=BV19a411W7xv&amp;cid=758885276&amp;page=1\" scrolling=\"no\" border=\"0\" frameborder=\"no\" framespacing=\"0\" allowfullscreen=\"true\" width=\"100%\" height=\"550\"> <\/iframe>\n\n\n\n<p>\u5982\u679c\u60a8\u60f3\u81ea\u884c\u4f7f\u7528 Datalore \u6216\u5728\u4e91\u4e2d\u5feb\u901f\u8bd5\u7528\uff0c\u53ef\u4ee5\u6ce8\u518c\u7531 JetBrains \u6258\u7ba1\u7684\u00a0<a href=\"https:\/\/www.jetbrains.com\/datalore\/\" target=\"_blank\" rel=\"noopener\">Datalore Community \u6216 Professional \u65b9\u6848<\/a>\u3002<\/p>\n\n\n\n<p>\u4eca\u5929\u7684\u6587\u7ae0\u5c31\u5230\u8fd9\u91cc\uff01&nbsp;\u8bf7\u5728\u6211\u4eec\u7684\u535a\u5ba2\u4e0a\u5173\u6ce8\u6211\u4eec\u4ee5\u83b7\u53d6\u5b9e\u7528\u63d0\u793a\uff0c\u5e76\u5728&nbsp;<a href=\"https:\/\/twitter.com\/Datalore\" target=\"_blank\" rel=\"noopener\">Twitter<\/a>&nbsp;\u4e0a\u5173\u6ce8\u6211\u4eec\u6765\u4e86\u89e3\u6700\u65b0\u52a8\u6001\uff01<\/p>\n\n\n\n<p>\u795d\u60a8\u534f\u4f5c\u6109\u5feb\uff01<\/p>\n\n\n\n<p>Datalore \u56e2\u961f<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u672c\u535a\u6587\u82f1\u6587\u539f\u4f5c\u8005\uff1a<\/p>\n\n\n    <div class=\"about-author \">\n        <div class=\"about-author__box\">\n            <div class=\"row\">\n                <div class=\"about-author__box-img\">\n                    <img decoding=\"async\" src=\"https:\/\/secure.gravatar.com\/avatar\/?s=200&#038;r=g\" width=\"200\" height=\"200\" alt=\"\" loading=\"lazy\"  class=\"avatar avatar-200 wp-user-avatar wp-user-avatar-200 photo avatar-default\">\n                <\/div>\n                <div class=\"about-author__box-text\">\n                                                        <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n","protected":false},"author":1297,"featured_media":264004,"comment_status":"closed","ping_status":"closed","template":"","categories":[1401,89,6954,4036],"tags":[671],"cross-post-tag":[],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/datalore\/271848"}],"collection":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/datalore"}],"about":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/types\/datalore"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/users\/1297"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/comments?post=271848"}],"version-history":[{"count":10,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/datalore\/271848\/revisions"}],"predecessor-version":[{"id":325790,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/datalore\/271848\/revisions\/325790"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/media\/264004"}],"wp:attachment":[{"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/media?parent=271848"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/categories?post=271848"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/tags?post=271848"},{"taxonomy":"cross-post-tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/zh-hans\/wp-json\/wp\/v2\/cross-post-tag?post=271848"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}