{"id":33092,"date":"2024-02-23T09:05:50","date_gmt":"2024-02-23T07:05:50","guid":{"rendered":"https:\/\/linuxthebest.net\/?p=33092"},"modified":"2024-02-23T09:05:50","modified_gmt":"2024-02-23T07:05:50","slug":"yak-vstanoviti-jupyter-notebook-na-ubuntu","status":"publish","type":"post","link":"https:\/\/linuxthebest.net\/uk\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/","title":{"rendered":"\u042f\u043a \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 Jupyter Notebook \u043d\u0430 Ubuntu"},"content":{"rendered":"<p>Jupyter Notebook &#8211; \u043a\u043b\u044e\u0447\u043e\u0432\u0438\u0439 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u0456\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u0438\u0445 \u043e\u0431\u0447\u0438\u0441\u043b\u0435\u043d\u044c \u043d\u0430 \u0431\u0430\u0433\u0430\u0442\u044c\u043e\u0445 \u043c\u043e\u0432\u0430\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0443\u0432\u0430\u043d\u043d\u044f. \u0412\u0456\u043d \u044f\u0432\u043b\u044f\u0454 \u0441\u043e\u0431\u043e\u044e \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0435, \u0432 \u044f\u043a\u043e\u043c\u0443 \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0456 \u043c\u043e\u0436\u0443\u0442\u044c \u0441\u0442\u0432\u043e\u0440\u044e\u0432\u0430\u0442\u0438 \u0456 \u043e\u0431\u043c\u0456\u043d\u044e\u0432\u0430\u0442\u0438\u0441\u044f \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u0438, \u0449\u043e \u043c\u0456\u0441\u0442\u044f\u0442\u044c \u0436\u0438\u0432\u0438\u0439 \u043a\u043e\u0434, \u0440\u0456\u0432\u043d\u044f\u043d\u043d\u044f, \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u0442\u0430 \u043e\u043f\u0438\u0441\u043e\u0432\u0438\u0439 \u0442\u0435\u043a\u0441\u0442. \u0423\u043d\u0456\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u0456\u0441\u0442\u044c Jupyter Notebook \u043e\u0431\u0443\u043c\u043e\u0432\u043b\u0435\u043d\u0430 \u0432\u0435\u043b\u0438\u043a\u0438\u043c \u0441\u043f\u0438\u0441\u043a\u043e\u043c \u0439\u043e\u0433\u043e \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0435\u0439, \u0449\u043e \u0440\u043e\u0431\u0438\u0442\u044c \u0439\u043e\u0433\u043e \u0443\u043b\u044e\u0431\u043b\u0435\u043d\u0438\u043c \u0432\u0438\u0431\u043e\u0440\u043e\u043c \u0432\u0447\u0435\u043d\u0438\u0445, \u0434\u043e\u0441\u043b\u0456\u0434\u043d\u0438\u043a\u0456\u0432 \u0456 \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u0447\u0456\u0432. \u0417\u0430\u0432\u0434\u044f\u043a\u0438 \u0432\u0435\u0431-\u0456\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0443 Jupyter Notebook \u0434\u0430\u0454 \u0437\u043c\u043e\u0433\u0443 \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0430\u043c \u043a\u0435\u0440\u0443\u0432\u0430\u0442\u0438 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u0438, \u0449\u043e \u043f\u043e\u0454\u0434\u043d\u0443\u044e\u0442\u044c \u0432\u0438\u043a\u043e\u043d\u0430\u043d\u043d\u044f \u043a\u043e\u0434\u0443 \u0437 \u043d\u0430\u0441\u0438\u0447\u0435\u043d\u0438\u043c\u0438 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u0438\u043c\u0438 \u0435\u043b\u0435\u043c\u0435\u043d\u0442\u0430\u043c\u0438, \u0449\u043e \u043f\u043e\u043a\u0440\u0430\u0449\u0443\u0454 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043d\u044f \u0456 \u0440\u043e\u0437\u0443\u043c\u0456\u043d\u043d\u044f \u0441\u043a\u043b\u0430\u0434\u043d\u0438\u0445 \u0430\u043d\u0430\u043b\u0456\u0437\u0456\u0432 \u0434\u0430\u043d\u0438\u0445.<\/p>\n<h4>\u041a\u043b\u044e\u0447\u043e\u0432\u0456 \u0442\u0435\u0445\u043d\u0456\u0447\u043d\u0456 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438 \u0442\u0430 \u043e\u0441\u043e\u0431\u043b\u0438\u0432\u043e\u0441\u0442\u0456:<\/h4>\n<ul>\n<li>\u0406\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u0456\u0441\u0442\u044c: \u0412\u0438\u043a\u043e\u043d\u0443\u0439\u0442\u0435 \u043a\u043e\u0434 \u0440\u0456\u0437\u043d\u0438\u043c\u0438 \u043c\u043e\u0432\u0430\u043c\u0438 \u0442\u0430 \u043f\u0435\u0440\u0435\u0433\u043b\u044f\u0434\u0430\u0439\u0442\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0438 \u0432 \u0440\u0435\u0436\u0438\u043c\u0456 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0447\u0430\u0441\u0443.<\/li>\n<li>\u0412\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044f \u0434\u0430\u043d\u0438\u0445: \u0417\u0440\u0443\u0447\u043d\u0430 \u0456\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0456\u044f \u0434\u0456\u0430\u0433\u0440\u0430\u043c, \u0433\u0440\u0430\u0444\u0456\u043a\u0456\u0432 \u0456 \u043c\u0443\u043b\u044c\u0442\u0438\u043c\u0435\u0434\u0456\u0430.<\/li>\n<li>\u0421\u043f\u0456\u043b\u044c\u043d\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f \u043a\u043e\u0434\u0443 \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c\u0443 \u0447\u0430\u0441\u0456: \u041f\u043e\u043b\u0435\u0433\u0448\u0435\u043d\u043d\u044f \u0441\u043f\u0456\u043b\u044c\u043d\u043e\u0457 \u0440\u043e\u0431\u043e\u0442\u0438 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0431\u043b\u043e\u043a\u043d\u043e\u0442\u0456\u0432 \u0437 \u043c\u043e\u0436\u043b\u0438\u0432\u0456\u0441\u0442\u044e \u0441\u043f\u0456\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f.<\/li>\n<li>\u041f\u0456\u0434\u0442\u0440\u0438\u043c\u043a\u0430 \u0431\u0435\u0437\u043b\u0456\u0447\u0456 \u043c\u043e\u0432: \u0421\u0443\u043c\u0456\u0441\u043d\u0456\u0441\u0442\u044c \u0456\u0437 \u0442\u0430\u043a\u0438\u043c\u0438 \u043c\u043e\u0432\u0430\u043c\u0438, \u044f\u043a Python, R, Julia \u0456 Scala.<\/li>\n<li>\u0415\u043a\u043e\u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0440\u043e\u0437\u0448\u0438\u0440\u0435\u043d\u044c: \u0420\u043e\u0437\u0448\u0438\u0440\u044e\u0439\u0442\u0435 \u0444\u0443\u043d\u043a\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0456\u0441\u0442\u044c \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0448\u0438\u0440\u043e\u043a\u043e\u0433\u043e \u0441\u043f\u0435\u043a\u0442\u0440\u0430 \u043f\u043b\u0430\u0433\u0456\u043d\u0456\u0432.<\/li>\n<li>\u0406\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0456\u044f \u0437 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u0438 Data Science: \u041b\u0435\u0433\u043a\u043e \u043f\u0440\u0430\u0446\u044e\u0454 \u0437 \u0442\u0430\u043a\u0438\u043c\u0438 \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u0430\u043c\u0438, \u044f\u043a NumPy, Pandas \u0456 Matplotlib.<\/li>\n<li>\u041e\u0441\u0432\u0456\u0442\u043d\u0456\u0439 \u0440\u0435\u0441\u0443\u0440\u0441: \u0406\u0434\u0435\u0430\u043b\u044c\u043d\u043e \u043f\u0456\u0434\u0445\u043e\u0434\u0438\u0442\u044c \u0434\u043b\u044f \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f \u043a\u043e\u0434\u0443\u0432\u0430\u043d\u043d\u044f \u0442\u0430 \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0456\u0439 \u043d\u0430\u0443\u043a\u0438 \u043f\u0440\u043e \u0434\u0430\u043d\u0456.<\/li>\n<li>\u0417\u0440\u0443\u0447\u043d\u0438\u0439 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044c \u0432\u0435\u0440\u0441\u0456\u0439: \u041b\u0435\u0433\u043a\u043e \u0432\u0456\u0434\u0441\u0442\u0435\u0436\u0443\u0432\u0430\u0442\u0438 \u0437\u043c\u0456\u043d\u0438 \u0442\u0430 \u0441\u043f\u0456\u0432\u043f\u0440\u0430\u0446\u044e\u0432\u0430\u0442\u0438 \u043d\u0430\u0434 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u043c\u0438.<\/li>\n<\/ul>\n<p>\u0426\u0456 \u044f\u043a\u043e\u0441\u0442\u0456 \u043f\u0456\u0434\u043a\u0440\u0435\u0441\u043b\u044e\u044e\u0442\u044c \u0437\u0434\u0430\u0442\u043d\u0456\u0441\u0442\u044c Jupyter Notebook \u0441\u043b\u0443\u0433\u0443\u0432\u0430\u0442\u0438 \u0432\u0430\u0436\u043b\u0438\u0432\u0438\u043c \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u043c \u0434\u043b\u044f \u0434\u043e\u0441\u043b\u0456\u0434\u0436\u0435\u043d\u043d\u044f \u0434\u0430\u043d\u0438\u0445, \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0443\u0432\u0430\u043d\u043d\u044f, \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u043d\u043d\u044f \u0442\u0430 \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f. \u0419\u043e\u0433\u043e \u0430\u0434\u0430\u043f\u0442\u0438\u0432\u043d\u0456\u0441\u0442\u044c \u0434\u043e \u0440\u0456\u0437\u043d\u0438\u0445 \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449 \u043a\u043e\u0434\u0443\u0432\u0430\u043d\u043d\u044f \u0456 \u043f\u0440\u043e\u0441\u0442\u043e\u0442\u0430, \u0437 \u044f\u043a\u043e\u044e \u0432\u0456\u043d \u0434\u0430\u0454 \u0437\u043c\u043e\u0433\u0443 \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0430\u043c \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0443\u0432\u0430\u0442\u0438 \u0434\u0430\u043d\u0456 \u0442\u0430 \u0434\u0456\u043b\u0438\u0442\u0438\u0441\u044f \u0456\u0434\u0435\u044f\u043c\u0438, \u0440\u043e\u0431\u043b\u044f\u0442\u044c \u0439\u043e\u0433\u043e \u0431\u0435\u0437\u0446\u0456\u043d\u043d\u0438\u043c \u0430\u043a\u0442\u0438\u0432\u043e\u043c \u0443 \u0441\u0443\u0447\u0430\u0441\u043d\u043e\u043c\u0443 \u0440\u043e\u0431\u043e\u0447\u043e\u043c\u0443 \u043f\u0440\u043e\u0446\u0435\u0441\u0456 \u0430\u043d\u0430\u043b\u0456\u0437\u0443 \u0434\u0430\u043d\u0438\u0445.<\/p>\n<h2>\u041a\u0440\u043e\u043a\u0438 \u0437 \u043f\u043e\u043f\u0435\u0440\u0435\u0434\u043d\u044c\u043e\u0433\u043e \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f Jupyter Notebook \u043d\u0430 Ubuntu<\/h2>\n<h3>\u041e\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u0438\u0445 \u043f\u0430\u043a\u0435\u0442\u0456\u0432 \u043d\u0430 Ubuntu \u043f\u0435\u0440\u0435\u0434 \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f\u043c Jupyter Notebook<\/h3>\n<p>\u041f\u0435\u0440\u0448 \u043d\u0456\u0436 \u043f\u0440\u0438\u0441\u0442\u0443\u043f\u0430\u0442\u0438 \u0434\u043e \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f, \u043d\u0435\u043e\u0431\u0445\u0456\u0434\u043d\u043e \u043e\u043d\u043e\u0432\u0438\u0442\u0438 \u0440\u0435\u043f\u043e\u0437\u0438\u0442\u043e\u0440\u0456\u0457 \u043f\u0430\u043a\u0435\u0442\u0456\u0432 \u0432\u0430\u0448\u043e\u0457 \u0441\u0438\u0441\u0442\u0435\u043c\u0438 Ubuntu. \u0426\u0435\u0439 \u043a\u0440\u043e\u043a \u043f\u0456\u0434\u0433\u043e\u0442\u0443\u0454 \u0432\u0430\u0448\u0443 \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u0434\u043e \u043d\u043e\u0432\u0438\u0445 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043e\u043a \u0456 \u043e\u043d\u043e\u0432\u043b\u0435\u043d\u044c.<\/p>\n<p>\u0429\u043e\u0431 \u043e\u043d\u043e\u0432\u0438\u0442\u0438 \u0441\u0445\u043e\u0432\u0438\u0449\u0430 \u043f\u0430\u043a\u0435\u0442\u0456\u0432, \u0432\u0456\u0434\u043a\u0440\u0438\u0439\u0442\u0435 \u0442\u0435\u0440\u043c\u0456\u043d\u0430\u043b \u0456 \u0432\u0432\u0435\u0434\u0456\u0442\u044c \u0442\u0430\u043a\u0456 \u043a\u043e\u043c\u0430\u043d\u0434\u0438:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">sudo apt update \nsudo apt upgrade<\/code><\/pre>\n<p>\u0412\u0438\u043a\u043e\u043d\u0430\u0432\u0448\u0438 \u0446\u0456 \u043a\u043e\u043c\u0430\u043d\u0434\u0438, \u0432\u0438 \u043f\u0435\u0440\u0435\u043a\u043e\u043d\u0430\u0454\u0442\u0435\u0441\u044f, \u0449\u043e \u0441\u0445\u043e\u0432\u0438\u0449\u0430 \u043f\u0430\u043a\u0435\u0442\u0456\u0432 \u0432\u0430\u0448\u043e\u0457 \u0441\u0438\u0441\u0442\u0435\u043c\u0438 \u043e\u043d\u043e\u0432\u043b\u0435\u043d\u0456, \u0456 \u0437\u0430\u043a\u043b\u0430\u0434\u0435\u0442\u0435 \u043c\u0456\u0446\u043d\u0443 \u043e\u0441\u043d\u043e\u0432\u0443 \u0434\u043b\u044f \u0431\u0435\u0437\u043f\u0435\u0440\u0435\u0448\u043a\u043e\u0434\u043d\u043e\u0433\u043e \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f Python 3.<\/p>\n<h3>\u0412\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f Python 3 \u0434\u043b\u044f Jupyter Notebook<\/h3>\n<p>\u041f\u0456\u0441\u043b\u044f \u043e\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u0438\u0445 \u043f\u0430\u043a\u0435\u0442\u0456\u0432 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u043c \u043a\u0440\u043e\u043a\u043e\u043c \u0431\u0443\u0434\u0435 \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f Python 3. \u041c\u0435\u043d\u0435\u0434\u0436\u0435\u0440 \u043f\u0430\u043a\u0435\u0442\u0456\u0432 Ubuntu, apt, \u0441\u043f\u0440\u043e\u0449\u0443\u0454 \u0446\u0435\u0439 \u043f\u0440\u043e\u0446\u0435\u0441.<\/p>\n<p>\u0429\u043e\u0431 \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 Python 3 \u0440\u0430\u0437\u043e\u043c \u0437 \u0439\u043e\u0433\u043e \u043e\u0441\u043d\u043e\u0432\u043d\u0438\u043c\u0438 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u0430\u043c\u0438, \u0432\u0438\u043a\u043e\u043d\u0430\u0439\u0442\u0435 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0443 \u043a\u043e\u043c\u0430\u043d\u0434\u0443 \u0432 \u0442\u0435\u0440\u043c\u0456\u043d\u0430\u043b\u0456:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">sudo apt install python3 python3-dev python3-venv python3-pip<\/code><\/pre>\n<p>\u0426\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u043d\u0435 \u0442\u0456\u043b\u044c\u043a\u0438 \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u044e\u0454 Python 3, \u0430 \u0439 \u0432\u043a\u043b\u044e\u0447\u0430\u0454 \u0444\u0430\u0439\u043b\u0438 \u0440\u043e\u0437\u0440\u043e\u0431\u043a\u0438 Python 3 (python3-dev), \u043f\u0430\u043a\u0435\u0442 \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0430 (python3-venv) \u0456 \u043c\u0435\u043d\u0435\u0434\u0436\u0435\u0440 \u043f\u0430\u043a\u0435\u0442\u0456\u0432 Python (python3-pip).<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"33094\" data-permalink=\"https:\/\/linuxthebest.net\/uk\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/example-screenshot-of-terminal-output-installing-required-python3-packages-for-jupyter-notebook-on-ubuntu-linux\/\" data-orig-file=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-of-terminal-output-installing-required-python3-packages-for-jupyter-notebook-on-ubuntu-linux.png?fit=1152%2C864&amp;ssl=1\" data-orig-size=\"1152,864\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"example-screenshot-of-terminal-output-installing-required-python3-packages-for-jupyter-notebook-on-ubuntu-linux\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-of-terminal-output-installing-required-python3-packages-for-jupyter-notebook-on-ubuntu-linux.png?fit=1024%2C768&amp;ssl=1\" class=\"aligncenter size-large wp-image-33094 lazyload\" data-src=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-of-terminal-output-installing-required-python3-packages-for-jupyter-notebook-on-ubuntu-linux.png?resize=1024%2C768&#038;ssl=1\" alt=\"\" width=\"1024\" height=\"768\" data-srcset=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-of-terminal-output-installing-required-python3-packages-for-jupyter-notebook-on-ubuntu-linux.png?resize=1024%2C768&amp;ssl=1 1024w, https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-of-terminal-output-installing-required-python3-packages-for-jupyter-notebook-on-ubuntu-linux.png?resize=300%2C225&amp;ssl=1 300w, https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-of-terminal-output-installing-required-python3-packages-for-jupyter-notebook-on-ubuntu-linux.png?resize=768%2C576&amp;ssl=1 768w, https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-of-terminal-output-installing-required-python3-packages-for-jupyter-notebook-on-ubuntu-linux.png?w=1152&amp;ssl=1 1152w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/768;\" \/><\/p>\n<h3>\u0421\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0430 \u0434\u043b\u044f Jupyter Notebook<\/h3>\n<p>\u041f\u043e\u0447\u0438\u043d\u0430\u044e\u0447\u0438 \u0437 Ubuntu 20.04 \u0456 \u043f\u0456\u0437\u043d\u0456\u0448\u0438\u0445 \u0432\u0435\u0440\u0441\u0456\u0439, \u043d\u0430\u0439\u043a\u0440\u0430\u0449\u043e\u044e \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u043e\u044e \u0454 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u0438\u0445 \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449 \u0434\u043b\u044f \u0443\u043f\u0440\u0430\u0432\u043b\u0456\u043d\u043d\u044f \u043f\u0430\u043a\u0435\u0442\u0430\u043c\u0438 Python \u0447\u0435\u0440\u0435\u0437 Pip. \u0412\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u0456 \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0430 \u043d\u0435\u043e\u0431\u0445\u0456\u0434\u043d\u0456 \u0434\u043b\u044f \u0440\u043e\u0437\u0440\u043e\u0431\u043a\u0438 Python, \u043e\u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0432\u043e\u043d\u0438 \u0437\u0430\u0431\u0435\u0437\u043f\u0435\u0447\u0443\u044e\u0442\u044c \u0456\u0437\u043e\u043b\u044c\u043e\u0432\u0430\u043d\u0438\u0439 \u043f\u0440\u043e\u0441\u0442\u0456\u0440 \u0434\u043b\u044f \u0440\u0456\u0437\u043d\u0438\u0445 \u043f\u0440\u043e\u0454\u043a\u0442\u0456\u0432 \u0442\u0430 \u0457\u0445\u043d\u0456\u0445 \u0437\u0430\u043b\u0435\u0436\u043d\u043e\u0441\u0442\u0435\u0439, \u0437\u043d\u0438\u0436\u0443\u044e\u0447\u0438 \u0440\u0438\u0437\u0438\u043a \u043a\u043e\u043d\u0444\u043b\u0456\u043a\u0442\u0456\u0432 \u0432\u0435\u0440\u0441\u0456\u0439.<\/p>\n<p>\u0429\u043e\u0431 \u043d\u0430\u043b\u0430\u0448\u0442\u0443\u0432\u0430\u0442\u0438 \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u0435 \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0435, \u0432\u0438\u043a\u043e\u043d\u0430\u0439\u0442\u0435 \u0442\u0430\u043a\u0443 \u043a\u043e\u043c\u0430\u043d\u0434\u0443 \u0432 \u0442\u0435\u0440\u043c\u0456\u043d\u0430\u043b\u0456:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">python3 -m venv myenv<\/code><\/pre>\n<p>\u0422\u0443\u0442 myenv &#8211; \u0446\u0435 \u0456\u043c&#8217;\u044f \u0432\u0430\u0448\u043e\u0433\u043e \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043e\u0442\u043e\u0447\u0435\u043d\u043d\u044f, \u044f\u043a\u0435 \u0432\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u0435\u0440\u0435\u0439\u043c\u0435\u043d\u0443\u0432\u0430\u0442\u0438 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u043d\u043e \u0434\u043e \u043f\u043e\u0442\u0440\u0435\u0431 \u0432\u0430\u0448\u043e\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0443. \u0412\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u0438\u0445 \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449 \u0454 \u043a\u043b\u044e\u0447\u043e\u0432\u043e\u044e \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u043e\u044e \u0432 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0443\u0432\u0430\u043d\u043d\u0456 \u043d\u0430 Python, \u0449\u043e \u0433\u0430\u0440\u0430\u043d\u0442\u0443\u0454, \u0449\u043e \u043a\u043e\u0436\u0435\u043d \u043f\u0440\u043e\u0454\u043a\u0442 \u043f\u0440\u0430\u0446\u044e\u0454 \u0443 \u0441\u0432\u043e\u0454\u043c\u0443 \u0432\u043b\u0430\u0441\u043d\u043e\u043c\u0443 \u0456\u0437\u043e\u043b\u044c\u043e\u0432\u0430\u043d\u043e\u043c\u0443 \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0456, \u0449\u043e \u0441\u043f\u0440\u0438\u044f\u0454 \u0447\u0438\u0441\u0442\u0456\u0448\u0456\u0439 \u0456 \u0441\u0442\u0430\u0431\u0456\u043b\u044c\u043d\u0456\u0448\u0456\u0439 \u0440\u043e\u0437\u0440\u043e\u0431\u0446\u0456 \u043a\u043e\u0434\u0443.<\/p>\n<h2>\u0412\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f Jupyter Notebook \u043d\u0430 Ubuntu \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e PIP<\/h2>\n<h3>\u0410\u043a\u0442\u0438\u0432\u0430\u0446\u0456\u044f \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0430 \u0434\u043b\u044f \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f Jupyter Notebook<\/h3>\n<p>\u0429\u043e\u0431 \u043f\u0440\u0438\u0441\u0442\u0443\u043f\u0438\u0442\u0438 \u0434\u043e \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f Jupyter Notebook, \u043f\u043e\u0447\u043d\u0456\u0442\u044c \u0437 \u0430\u043a\u0442\u0438\u0432\u0430\u0446\u0456\u0457 \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0430, \u044f\u043a\u0435 \u0432\u0438 \u0440\u0430\u043d\u0456\u0448\u0435 \u043d\u0430\u043b\u0430\u0448\u0442\u0443\u0432\u0430\u043b\u0438. \u0426\u0435\u0439 \u043a\u0440\u043e\u043a \u0434\u0443\u0436\u0435 \u0432\u0430\u0436\u043b\u0438\u0432\u0438\u0439 \u0434\u043b\u044f \u043f\u0456\u0434\u0442\u0440\u0438\u043c\u043a\u0438 \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u043e\u0432\u0430\u043d\u043e\u0433\u043e, \u0432\u0456\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u0456\u0434 \u043a\u043e\u043d\u0444\u043b\u0456\u043a\u0442\u0456\u0432 \u0440\u043e\u0431\u043e\u0447\u043e\u0433\u043e \u043f\u0440\u043e\u0441\u0442\u043e\u0440\u0443 Python.<\/p>\n<p>\u0410\u043a\u0442\u0438\u0432\u0443\u0439\u0442\u0435 \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u0435 \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0435 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0442\u0430\u043a\u043e\u0457 \u043a\u043e\u043c\u0430\u043d\u0434\u0438:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">source myenv\/bin\/activate<\/code><\/pre>\n<p>\u0417\u0430\u043c\u0456\u043d\u0456\u0442\u044c myenv \u043d\u0430 \u0456\u043c&#8217;\u044f \u0432\u0430\u0448\u043e\u0433\u043e \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0430, \u044f\u043a\u0449\u043e \u0432\u043e\u043d\u043e \u0432\u0456\u0434\u0440\u0456\u0437\u043d\u044f\u0454\u0442\u044c\u0441\u044f. \u0410\u043a\u0442\u0438\u0432\u0430\u0446\u0456\u044f \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0430 \u0433\u0430\u0440\u0430\u043d\u0442\u0443\u0454, \u0449\u043e \u0432\u0441\u0456 \u0456\u043d\u0441\u0442\u0430\u043b\u044f\u0446\u0456\u0457 \u0442\u0430 \u043e\u043f\u0435\u0440\u0430\u0446\u0456\u0457 \u0431\u0443\u0434\u0443\u0442\u044c \u043e\u0431\u043c\u0435\u0436\u0435\u043d\u0456 \u0446\u0438\u043c \u0456\u0437\u043e\u043b\u044c\u043e\u0432\u0430\u043d\u0438\u043c \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0435\u043c, \u0437\u0430\u043f\u043e\u0431\u0456\u0433\u0430\u044e\u0447\u0438 \u0431\u0443\u0434\u044c-\u044f\u043a\u0438\u043c \u043d\u0435\u043d\u0430\u0432\u043c\u0438\u0441\u043d\u0438\u043c \u0437\u043c\u0456\u043d\u0430\u043c \u0443 \u0441\u0438\u0441\u0442\u0435\u043c\u0456.<\/p>\n<h3>\u041e\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f Python Pip \u043f\u0435\u0440\u0435\u0434 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u043e\u044e Jupyter<\/h3>\n<p>\u041e\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f \u043e\u0441\u0442\u0430\u043d\u043d\u0456\u0445 \u0432\u0435\u0440\u0441\u0456\u0439 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043d\u0438\u0445 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0456\u0432 &#8211; \u043e\u0434\u043d\u0430 \u0437 \u043e\u0441\u043d\u043e\u0432\u043d\u0438\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0447\u043d\u0438\u0445 \u043f\u0440\u0430\u043a\u0442\u0438\u043a. \u041f\u0435\u0440\u0448 \u043d\u0456\u0436 \u043f\u0440\u0438\u0441\u0442\u0443\u043f\u0438\u0442\u0438 \u0434\u043e \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f Jupyter Notebook, \u043e\u043d\u043e\u0432\u0456\u0442\u044c \u043c\u0435\u043d\u0435\u0434\u0436\u0435\u0440 \u043f\u0430\u043a\u0435\u0442\u0456\u0432 Python, Pip, \u0434\u043e \u043e\u0441\u0442\u0430\u043d\u043d\u044c\u043e\u0457 \u0432\u0435\u0440\u0441\u0456\u0457. \u0429\u043e\u0431 \u043e\u043d\u043e\u0432\u0438\u0442\u0438 Pip, \u0432\u0438\u043a\u043e\u043d\u0430\u0439\u0442\u0435 \u0446\u044e \u043a\u043e\u043c\u0430\u043d\u0434\u0443:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">pip install --upgrade pip<\/code><\/pre>\n<p>\u041e\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f Pip \u0433\u0430\u0440\u0430\u043d\u0442\u0443\u0454 \u043d\u0430\u044f\u0432\u043d\u0456\u0441\u0442\u044c \u043d\u043e\u0432\u0456\u0442\u043d\u0456\u0445 \u0444\u0443\u043d\u043a\u0446\u0456\u0439 \u0456 \u043f\u043e\u043b\u0456\u043f\u0448\u0435\u043d\u044c \u0431\u0435\u0437\u043f\u0435\u043a\u0438, \u043d\u0435\u043e\u0431\u0445\u0456\u0434\u043d\u0438\u0445 \u0434\u043b\u044f \u043f\u043b\u0430\u0432\u043d\u043e\u0433\u043e \u0456 \u0431\u0435\u0437\u043f\u0435\u0447\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0446\u0435\u0441\u0443 \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f.<\/p>\n<h3>\u0412\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f Jupyter Notebook \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u043a\u043e\u043c\u0430\u043d\u0434\u0438 Pip<\/h3>\n<p>\u041f\u0456\u0441\u043b\u044f \u043e\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f Pip \u0432\u0438 \u0433\u043e\u0442\u043e\u0432\u0456 \u0434\u043e \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f Jupyter Notebook. \u0426\u0435\u0439 \u043f\u043e\u0442\u0443\u0436\u043d\u0438\u0439 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0437 \u0432\u0456\u0434\u043a\u0440\u0438\u0442\u0438\u043c \u0432\u0438\u0445\u0456\u0434\u043d\u0438\u043c \u043a\u043e\u0434\u043e\u043c \u043d\u0435\u043e\u0431\u0445\u0456\u0434\u043d\u0438\u0439 \u0434\u043b\u044f \u0432\u0438\u0440\u0456\u0448\u0435\u043d\u043d\u044f \u0442\u0430\u043a\u0438\u0445 \u0437\u0430\u0432\u0434\u0430\u043d\u044c, \u044f\u043a \u043e\u0447\u0438\u0449\u0435\u043d\u043d\u044f \u0434\u0430\u043d\u0438\u0445, \u0447\u0438\u0441\u0435\u043b\u044c\u043d\u0435 \u043c\u043e\u0434\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f, \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u0435 \u043c\u043e\u0434\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f \u0442\u0430 \u043c\u0430\u0448\u0438\u043d\u043d\u0435 \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f. \u0429\u043e\u0431 \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 Jupyter Notebook, \u0432\u0438\u043a\u043e\u043d\u0430\u0439\u0442\u0435 \u0442\u0430\u043a\u0443 \u043a\u043e\u043c\u0430\u043d\u0434\u0443:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">pip install jupyter<\/code><\/pre>\n<p>\u041d\u0430 \u0446\u044c\u043e\u043c\u0443 \u043a\u0440\u043e\u0446\u0456 Pip \u0437\u0430\u0432\u0430\u043d\u0442\u0430\u0436\u0438\u0442\u044c \u0456 \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c Jupyter Notebook, \u044f\u043a\u0438\u0439 \u0441\u0442\u0430\u043d\u0435 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u0438\u043c \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0435\u043c \u0434\u043b\u044f \u0440\u043e\u0437\u0432&#8217;\u044f\u0437\u0430\u043d\u043d\u044f \u0437\u0430\u0432\u0434\u0430\u043d\u044c \u0456\u0437 \u0432\u0438\u0432\u0447\u0435\u043d\u043d\u044f \u0434\u0430\u043d\u0438\u0445 \u0456 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0443\u0432\u0430\u043d\u043d\u044f.<\/p>\n<h3>\u0417\u0430\u043f\u0443\u0441\u043a Jupyter Notebook<\/h3>\n<p>\u041f\u0456\u0441\u043b\u044f \u0443\u0441\u043f\u0456\u0448\u043d\u043e\u0433\u043e \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044f Jupyter Notebook \u0443 \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u0435 \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0435 \u043d\u0430\u0441\u0442\u0430\u0432 \u0447\u0430\u0441 \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u0438 \u0439\u043e\u0433\u043e. \u0417\u0430\u043f\u0443\u0441\u043a Jupyter Notebook \u0434\u0443\u0436\u0435 \u043f\u0440\u043e\u0441\u0442\u0438\u0439. \u0412\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0439\u0442\u0435 \u0442\u0430\u043a\u0443 \u043a\u043e\u043c\u0430\u043d\u0434\u0443:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">jupyter notebook<\/code><\/pre>\n<p>\u0426\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0454 \u0456\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 Jupyter Notebook, \u0437\u0430\u0437\u0432\u0438\u0447\u0430\u0439 \u0432\u0456\u0434\u043a\u0440\u0438\u0432\u0430\u044e\u0447\u0438 \u0439\u043e\u0433\u043e \u0443 \u0432\u0435\u0431-\u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0456 \u0437\u0430 \u0437\u0430\u043c\u043e\u0432\u0447\u0443\u0432\u0430\u043d\u043d\u044f\u043c. \u0422\u0435\u043f\u0435\u0440 \u0432\u0438 \u0433\u043e\u0442\u043e\u0432\u0456 \u0434\u043e \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u0442\u0430 \u0440\u043e\u0431\u043e\u0442\u0438 \u0437 \u0456\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u0438\u043c\u0438 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u0438, \u0449\u043e \u043c\u0456\u0441\u0442\u044f\u0442\u044c \u0436\u0438\u0432\u0438\u0439 \u043a\u043e\u0434, \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u0442\u0430 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u0456 \u0430\u043d\u043e\u0442\u0430\u0446\u0456\u0457.<\/p>\n<h2>\u0423\u0432\u0456\u043c\u043a\u043d\u0435\u043d\u043d\u044f \u0441\u043b\u0443\u0436\u0431\u0438 Jupyter Notebook \u0437\u0430 \u0437\u0430\u043c\u043e\u0432\u0447\u0443\u0432\u0430\u043d\u043d\u044f\u043c \u043d\u0430 Ubuntu<\/h2>\n<p>\u042f\u043a\u0449\u043e \u0432\u0438 \u0447\u0430\u0441\u0442\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0454\u0442\u0435 Jupyter Notebook, \u0432\u0430\u043c \u043c\u043e\u0436\u0435 \u0431\u0443\u0442\u0438 \u0437\u0440\u0443\u0447\u043d\u043e, \u0449\u043e\u0431 \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u0435 \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0435 \u0431\u0443\u043b\u043e \u0432\u0432\u0456\u043c\u043a\u043d\u0435\u043d\u0435, \u0430 \u0441\u043b\u0443\u0436\u0431\u0430 Jupyter Notebook \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u043b\u0430\u0441\u044f \u0437\u0430 \u0437\u0430\u043c\u043e\u0432\u0447\u0443\u0432\u0430\u043d\u043d\u044f\u043c \u043f\u0456\u0434 \u0447\u0430\u0441 \u043a\u043e\u0436\u043d\u043e\u0433\u043e \u0437\u0430\u043f\u0443\u0441\u043a\u0443 \u0441\u0438\u0441\u0442\u0435\u043c\u0438. \u0426\u0435\u0439 \u0434\u043e\u0434\u0430\u0442\u043a\u043e\u0432\u0438\u0439 \u043a\u0440\u043e\u043a \u0432\u0438\u043c\u0430\u0433\u0430\u0454 \u0442\u0440\u043e\u0445\u0438 \u0431\u0456\u043b\u044c\u0448\u0435 \u043d\u0430\u043b\u0430\u0448\u0442\u0443\u0432\u0430\u043d\u044c, \u0430\u043b\u0435 \u043c\u043e\u0436\u0435 \u0437\u043d\u0430\u0447\u043d\u043e \u0441\u043f\u0440\u043e\u0441\u0442\u0438\u0442\u0438 \u0432\u0430\u0448 \u0440\u043e\u0431\u043e\u0447\u0438\u0439 \u043f\u0440\u043e\u0446\u0435\u0441.<\/p>\n<h3>\u0423\u0432\u0456\u043c\u043a\u043d\u0435\u043d\u043d\u044f \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0430 \u0437\u0430 \u0437\u0430\u043c\u043e\u0432\u0447\u0443\u0432\u0430\u043d\u043d\u044f\u043c<\/h3>\n<h4>\u0420\u0435\u0434\u0430\u0433\u0443\u0432\u0430\u043d\u043d\u044f \u0444\u0430\u0439\u043b\u0443 .bashrc<\/h4>\n<p>\u0412\u0456\u0434\u043a\u0440\u0438\u0439\u0442\u0435 \u0444\u0430\u0439\u043b .bashrc \u0443 \u0432\u0430\u0448\u0456\u0439 \u0434\u043e\u043c\u0430\u0448\u043d\u0456\u0439 \u0434\u0438\u0440\u0435\u043a\u0442\u043e\u0440\u0456\u0457 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u043e\u0433\u043e \u0440\u0435\u0434\u0430\u043a\u0442\u043e\u0440\u0430, \u043d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434 nano:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">nano ~\/.bashrc<\/code><\/pre>\n<h4>\u0414\u043e\u0434\u0430\u0439\u0442\u0435 \u0441\u0446\u0435\u043d\u0430\u0440\u0456\u0439 \u0430\u043a\u0442\u0438\u0432\u0430\u0446\u0456\u0457<\/h4>\n<p>\u041d\u0430\u043f\u0440\u0438\u043a\u0456\u043d\u0446\u0456 \u0444\u0430\u0439\u043b\u0443 .bashrc \u0434\u043e\u0434\u0430\u0439\u0442\u0435 \u0440\u044f\u0434\u043e\u043a \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u043d\u043e\u0457 \u0430\u043a\u0442\u0438\u0432\u0430\u0446\u0456\u0457 \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0430 \u043f\u0456\u0434 \u0447\u0430\u0441 \u0432\u0456\u0434\u043a\u0440\u0438\u0442\u0442\u044f \u043d\u043e\u0432\u043e\u0457 \u0442\u0435\u0440\u043c\u0456\u043d\u0430\u043b\u044c\u043d\u043e\u0457 \u0441\u0435\u0441\u0456\u0457:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">source \/path\/to\/your\/virtualenv\/myenv\/bin\/activate<\/code><\/pre>\n<p>\u041f\u0435\u0440\u0435\u043a\u043e\u043d\u0430\u0439\u0442\u0435\u0441\u044f, \u0449\u043e \u0432\u0438 \u0437\u0430\u043c\u0456\u043d\u0438\u043b\u0438 \/path\/to\/your\/virtualenv\/myenv \u043d\u0430 \u0440\u0435\u0430\u043b\u044c\u043d\u0438\u0439 \u0448\u043b\u044f\u0445 \u0434\u043e \u0432\u0430\u0448\u043e\u0433\u043e \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0430.<\/p>\n<h4>\u0417\u0431\u0435\u0440\u0435\u0433\u0442\u0438 \u0442\u0430 \u0432\u0438\u0439\u0442\u0438<\/h4>\n<p>\u041f\u0456\u0441\u043b\u044f \u0434\u043e\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u0441\u043a\u0440\u0438\u043f\u0442\u0430 \u0430\u043a\u0442\u0438\u0432\u0430\u0446\u0456\u0457 \u0437\u0431\u0435\u0440\u0435\u0436\u0456\u0442\u044c \u0437\u043c\u0456\u043d\u0438 \u0456 \u0432\u0438\u0439\u0434\u0456\u0442\u044c \u0437 \u0440\u0435\u0434\u0430\u043a\u0442\u043e\u0440\u0430. \u0423 nano \u0446\u0435 \u0440\u043e\u0431\u0438\u0442\u044c\u0441\u044f \u043d\u0430\u0442\u0438\u0441\u043a\u0430\u043d\u043d\u044f\u043c CTRL + X, \u043f\u043e\u0442\u0456\u043c Y \u0456 Enter.<\/p>\n<h3>\u041d\u0430\u043b\u0430\u0448\u0442\u0443\u0432\u0430\u043d\u043d\u044f \u0441\u043b\u0443\u0436\u0431\u0438 Jupyter Notebook Service<\/h3>\n<h4>\u0421\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u0441\u043b\u0443\u0436\u0431\u043e\u0432\u043e\u0433\u043e \u0444\u0430\u0439\u043b\u0443 Systemd<\/h4>\n<p>\u0421\u0442\u0432\u043e\u0440\u0456\u0442\u044c \u043d\u043e\u0432\u0438\u0439 \u0441\u043b\u0443\u0436\u0431\u043e\u0432\u0438\u0439 \u0444\u0430\u0439\u043b \u0434\u043b\u044f systemd:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">sudo nano \/etc\/systemd\/system\/jupyter.service<\/code><\/pre>\n<h4>\u041d\u0430\u043b\u0430\u0448\u0442\u0443\u0439\u0442\u0435 \u0441\u043b\u0443\u0436\u0431\u0443<\/h4>\n<p>\u0423 \u0444\u0430\u0439\u043b\u0456 \u0441\u043b\u0443\u0436\u0431\u0438 \u0432\u0432\u0435\u0434\u0456\u0442\u044c \u0442\u0430\u043a\u0443 \u043a\u043e\u043d\u0444\u0456\u0433\u0443\u0440\u0430\u0446\u0456\u044e:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">[Unit]\nDescription=Jupyter Notebook\n\n[Service]\nType=simple\nPIDFile=\/run\/jupyter.pid\nExecStart=\/path\/to\/your\/virtualenv\/myenv\/bin\/jupyter notebook\nUser=your_username\nGroup=your_group\nWorkingDirectory=\/path\/to\/your\/working\/directory\nRestart=always\nRestartSec=10\n\n[Install]\nWantedBy=multi-user.target<\/code><\/pre>\n<p>\u0417\u043c\u0456\u043d\u0456\u0442\u044c ExecStart, User, Group \u0456 WorkingDirectory, \u0432\u043a\u0430\u0437\u0430\u0432\u0448\u0438 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u0456 \u0434\u0430\u043d\u0456. \u0420\u044f\u0434\u043e\u043a ExecStart \u043c\u0430\u0454 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e \u0432\u043a\u0430\u0437\u0443\u0432\u0430\u0442\u0438 \u043d\u0430 \u0432\u0438\u043a\u043e\u043d\u0443\u0432\u0430\u043d\u0438\u0439 \u0444\u0430\u0439\u043b Jupyter \u0443 \u0432\u0456\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u043c\u0443 \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0456.<\/p>\n<h4>\u041f\u0435\u0440\u0435\u0437\u0430\u0432\u0430\u043d\u0442\u0430\u0436\u0435\u043d\u043d\u044f \u0434\u0435\u043c\u043e\u043d\u0430 Systemd<\/h4>\n<p>\u041f\u0456\u0441\u043b\u044f \u043d\u0430\u043b\u0430\u0448\u0442\u0443\u0432\u0430\u043d\u043d\u044f \u0441\u043b\u0443\u0436\u0431\u043e\u0432\u043e\u0433\u043e \u0444\u0430\u0439\u043b\u0443 Jupyter \u043d\u0435\u043e\u0431\u0445\u0456\u0434\u043d\u043e \u043f\u0435\u0440\u0435\u0437\u0430\u0432\u0430\u043d\u0442\u0430\u0436\u0438\u0442\u0438 \u0434\u0435\u043c\u043e\u043d systemd, \u0449\u043e\u0431 \u0437\u0430\u0441\u0442\u043e\u0441\u0443\u0432\u0430\u0442\u0438 \u0437\u043c\u0456\u043d\u0438:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">sudo systemctl daemon-reload<\/code><\/pre>\n<p>\u0426\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0456\u043d\u0444\u043e\u0440\u043c\u0443\u0454 systemd \u043f\u0440\u043e \u0442\u0435, \u0449\u043e \u0431\u0443\u043b\u043e \u0434\u043e\u0434\u0430\u043d\u043e \u043d\u043e\u0432\u0438\u0439 \u0441\u043b\u0443\u0436\u0431\u043e\u0432\u0438\u0439 \u0444\u0430\u0439\u043b \u0430\u0431\u043e \u0437\u043c\u0456\u043d\u0435\u043d\u043e \u043d\u0430\u044f\u0432\u043d\u0438\u0439.<\/p>\n<h3>\u0423\u0432\u0456\u043c\u043a\u043d\u0435\u043d\u043d\u044f \u0442\u0430 \u0437\u0430\u043f\u0443\u0441\u043a \u0441\u043b\u0443\u0436\u0431\u0438<\/h3>\n<p>\u041f\u0456\u0441\u043b\u044f \u043f\u0435\u0440\u0435\u0437\u0430\u0432\u0430\u043d\u0442\u0430\u0436\u0435\u043d\u043d\u044f \u0434\u0435\u043c\u043e\u043d\u0430 \u043f\u0435\u0440\u0435\u0439\u0434\u0456\u0442\u044c \u0434\u043e \u0432\u0432\u0456\u043c\u043a\u043d\u0435\u043d\u043d\u044f \u0442\u0430 \u0437\u0430\u043f\u0443\u0441\u043a\u0443 \u0441\u043b\u0443\u0436\u0431\u0438 Jupyter:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">sudo systemctl enable jupyter.service \nsudo systemctl start jupyter.service<\/code><\/pre>\n<p>\u0426\u0456 \u043a\u043e\u043c\u0430\u043d\u0434\u0438 \u043d\u0430\u043b\u0430\u0448\u0442\u0443\u044e\u0442\u044c \u0441\u043b\u0443\u0436\u0431\u0443 Jupyter Notebook \u043d\u0430 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u043d\u0438\u0439 \u0437\u0430\u043f\u0443\u0441\u043a \u043f\u0456\u0434 \u0447\u0430\u0441 \u0437\u0430\u0432\u0430\u043d\u0442\u0430\u0436\u0435\u043d\u043d\u044f \u0456 \u0432\u0456\u0434\u0440\u0430\u0437\u0443 \u0436 \u0456\u043d\u0456\u0446\u0456\u044e\u044e\u0442\u044c \u0457\u0457 \u0440\u043e\u0431\u043e\u0442\u0443.<\/p>\n<h2>\u041d\u0430\u043b\u0430\u0448\u0442\u0443\u0432\u0430\u043d\u043d\u044f SSH-\u0442\u0443\u043d\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f \u0434\u043b\u044f Jupyter Notebook \u043d\u0430 Ubuntu<\/h2>\n<h3>\u041f\u043e\u043d\u044f\u0442\u0442\u044f SSH-\u0442\u0443\u043d\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f \u0434\u043b\u044f Jupyter Notebook<\/h3>\n<p>SSH-\u0442\u0443\u043d\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f &#8211; \u0446\u0435 \u043c\u0435\u0442\u043e\u0434 \u0431\u0435\u0437\u043f\u0435\u0447\u043d\u043e\u0457 \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0456 \u043c\u0435\u0440\u0435\u0436\u0435\u0432\u043e\u0433\u043e \u0442\u0440\u0430\u0444\u0456\u043a\u0443 \u0447\u0435\u0440\u0435\u0437 \u0437\u0430\u0448\u0438\u0444\u0440\u043e\u0432\u0430\u043d\u0435 SSH-\u0437&#8217;\u0454\u0434\u043d\u0430\u043d\u043d\u044f. \u0412\u0456\u043d \u043e\u0441\u043e\u0431\u043b\u0438\u0432\u043e \u043a\u043e\u0440\u0438\u0441\u043d\u0438\u0439 \u0434\u043b\u044f \u0431\u0435\u0437\u043f\u0435\u0447\u043d\u043e\u0433\u043e \u0434\u043e\u0441\u0442\u0443\u043f\u0443 \u0434\u043e \u0432\u0456\u0434\u0434\u0430\u043b\u0435\u043d\u0438\u0445 \u0441\u043b\u0443\u0436\u0431, \u0442\u0430\u043a\u0438\u0445 \u044f\u043a Jupyter Notebook. \u0423 \u0446\u044c\u043e\u043c\u0443 \u0432\u0438\u043f\u0430\u0434\u043a\u0443 \u0442\u0443\u043d\u0435\u043b\u044e\u0432\u0430\u043d\u043d\u044f SSH \u0434\u0430\u0454 \u0437\u043c\u043e\u0433\u0443 \u0431\u0435\u0437\u043f\u0435\u0447\u043d\u043e \u0432\u0437\u0430\u0454\u043c\u043e\u0434\u0456\u044f\u0442\u0438 \u0437 Jupyter Notebook, \u0437\u0430\u043f\u0443\u0449\u0435\u043d\u0438\u043c \u043d\u0430 \u0432\u0456\u0434\u0434\u0430\u043b\u0435\u043d\u043e\u043c\u0443 \u0441\u0435\u0440\u0432\u0435\u0440\u0456, \u0437 \u0432\u0430\u0448\u043e\u0457 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u0457 \u043c\u0430\u0448\u0438\u043d\u0438.<\/p>\n<h3>\u0421\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f SSH-\u0442\u0443\u043d\u0435\u043b\u044e<\/h3>\n<p>\u0414\u043b\u044f \u043f\u043e\u0447\u0430\u0442\u043a\u0443 \u0432\u0456\u0434\u043a\u0440\u0438\u0439\u0442\u0435 \u043d\u043e\u0432\u0435 \u0432\u0456\u043a\u043d\u043e \u0442\u0435\u0440\u043c\u0456\u043d\u0430\u043b\u0443 \u043d\u0430 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u0456\u0439 \u043c\u0430\u0448\u0438\u043d\u0456. \u0412\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0439\u0442\u0435 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0443 \u043a\u043e\u043c\u0430\u043d\u0434\u0443 SSH \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u0431\u0435\u0437\u043f\u0435\u0447\u043d\u043e\u0433\u043e \u0442\u0443\u043d\u0435\u043b\u044e:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">ssh -L 8888:localhost:8888 your_server_username@your_server_ip<\/code><\/pre>\n<h4>\u0420\u043e\u0437\u0431\u0456\u0440 \u043a\u043e\u043c\u0430\u043d\u0434\u0438<\/h4>\n<ul>\n<li>ssh: \u0406\u043d\u0456\u0446\u0456\u044e\u0454 SSH-\u0437&#8217;\u0454\u0434\u043d\u0430\u043d\u043d\u044f.<\/li>\n<li>-L 8888:localhost:8888: \u0412\u0438\u0437\u043d\u0430\u0447\u0430\u0454 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u0443 \u043f\u0435\u0440\u0435\u0430\u0434\u0440\u0435\u0441\u0430\u0446\u0456\u044e \u043f\u043e\u0440\u0442\u0456\u0432. \u0422\u0443\u0442 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u0438\u0439 \u043f\u043e\u0440\u0442 8888 \u0442\u0443\u043d\u0435\u043b\u044e\u0454\u0442\u044c\u0441\u044f \u043d\u0430 \u0442\u043e\u0439 \u0441\u0430\u043c\u0438\u0439 \u043f\u043e\u0440\u0442 \u0432\u0456\u0434\u0434\u0430\u043b\u0435\u043d\u043e\u0433\u043e \u0441\u0435\u0440\u0432\u0435\u0440\u0430.<\/li>\n<li>your_server_username: \u0417\u0430\u043c\u0456\u043d\u0456\u0442\u044c \u0446\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u043d\u0430 \u0432\u0430\u0448\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u0435 \u0456\u043c&#8217;\u044f \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0430 \u043d\u0430 \u0432\u0456\u0434\u0434\u0430\u043b\u0435\u043d\u043e\u043c\u0443 \u0441\u0435\u0440\u0432\u0435\u0440\u0456.<\/li>\n<li>your_server_ip: \u0417\u0430\u043c\u0456\u043d\u0456\u0442\u044c \u0446\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f \u043d\u0430 IP-\u0430\u0434\u0440\u0435\u0441\u0443 \u0432\u0430\u0448\u043e\u0433\u043e \u0441\u0435\u0440\u0432\u0435\u0440\u0430.<\/li>\n<\/ul>\n<p>\u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u044f\u043a\u0449\u043e \u0432\u0430\u0448\u0435 \u0456\u043c&#8217;\u044f \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0430 &#8211; joshua, \u0430 IP-\u0430\u0434\u0440\u0435\u0441\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u0430 &#8211; 203.0.113.0, \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u043c\u0430\u0442\u0438\u043c\u0435 \u0442\u0430\u043a\u0438\u0439 \u0432\u0438\u0433\u043b\u044f\u0434:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">ssh -L 8888:localhost:8888 joshua@203.0.113.0<\/code><\/pre>\n<h4>\u0423\u0441\u0443\u043d\u0435\u043d\u043d\u044f \u043a\u043e\u043d\u0444\u043b\u0456\u043a\u0442\u0456\u0432 \u043f\u043e\u0440\u0442\u0456\u0432<\/h4>\n<p>\u042f\u043a\u0449\u043e \u043f\u043e\u0440\u0442 8888 \u0432\u0436\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0454\u0442\u044c\u0441\u044f \u043d\u0430 \u0432\u0430\u0448\u0456\u0439 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u0456\u0439 \u043c\u0430\u0448\u0438\u043d\u0456, \u0437\u0430\u043c\u0456\u043d\u0456\u0442\u044c 8888 \u0431\u0443\u0434\u044c-\u044f\u043a\u0438\u043c \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u0438\u043c \u043f\u043e\u0440\u0442\u043e\u043c.<\/p>\n<h3>\u0406\u043d\u0456\u0446\u0456\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u044f Jupyter Notebook<\/h3>\n<p>\u041f\u0456\u0441\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f SSH-\u0442\u0443\u043d\u0435\u043b\u044e \u0431\u0435\u0437 \u0431\u0443\u0434\u044c-\u044f\u043a\u0438\u0445 \u043f\u043e\u043c\u0438\u043b\u043e\u043a \u0432\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u0438 Jupyter Notebook \u043d\u0430 \u0432\u0456\u0434\u0434\u0430\u043b\u0435\u043d\u043e\u043c\u0443 \u0441\u0435\u0440\u0432\u0435\u0440\u0456. \u0412\u0438\u043a\u043e\u043d\u0430\u0439\u0442\u0435 \u0442\u0430\u043a\u0443 \u043a\u043e\u043c\u0430\u043d\u0434\u0443 \u043d\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u0456:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\">jupyter notebook<\/code><\/pre>\n<h4>\u0414\u043e\u0441\u0442\u0443\u043f \u0434\u043e Jupyter Notebook<\/h4>\n<p>\u041f\u0456\u0441\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0443 Jupyter Notebook \u0443 \u0432\u0438\u0432\u043e\u0434\u0456 \u0442\u0435\u0440\u043c\u0456\u043d\u0430\u043b\u0443 \u0431\u0443\u0434\u0435 \u0432\u043a\u0430\u0437\u0430\u043d\u043e URL. \u0426\u0435\u0439 URL, \u0449\u043e \u0437\u0430\u0437\u0432\u0438\u0447\u0430\u0439 \u043f\u043e\u0447\u0438\u043d\u0430\u0454\u0442\u044c\u0441\u044f \u0437 http:\/\/localhost:8888, \u043c\u0456\u0441\u0442\u0438\u0442\u044c \u0442\u043e\u043a\u0435\u043d \u0431\u0435\u0437\u043f\u0435\u043a\u0438. \u0412\u0456\u0434\u043a\u0440\u0438\u0439\u0442\u0435 \u043e\u0431\u0440\u0430\u043d\u0438\u0439 \u0432\u0430\u043c\u0438 \u0432\u0435\u0431-\u0431\u0440\u0430\u0443\u0437\u0435\u0440 \u043d\u0430 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u0456\u0439 \u043c\u0430\u0448\u0438\u043d\u0456 \u0442\u0430 \u043f\u0435\u0440\u0435\u0439\u0434\u0456\u0442\u044c \u0437\u0430 \u0446\u0456\u0454\u044e URL.<\/p>\n<p>\u041f\u0440\u0438\u043c\u0456\u0442\u043a\u0430: \u042f\u043a\u0449\u043e \u0437&#8217;\u044f\u0432\u0438\u0442\u044c\u0441\u044f \u0437\u0430\u043f\u0438\u0442, \u0432\u0432\u0435\u0434\u0456\u0442\u044c \u043d\u043e\u043c\u0435\u0440 \u043c\u0430\u0440\u043a\u0435\u0440\u0430, \u0437\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u0443 \u0432\u0438\u0432\u043e\u0434\u0456 Jupyter Notebook. \u0426\u0435\u0439 \u0442\u043e\u043a\u0435\u043d \u043f\u0456\u0434\u0442\u0432\u0435\u0440\u0434\u0436\u0443\u0454 \u0441\u043f\u0440\u0430\u0432\u0436\u043d\u0456\u0441\u0442\u044c \u0432\u0430\u0448\u043e\u0457 \u0441\u0435\u0441\u0456\u0457.<\/p>\n<h2>\u0412\u0435\u0431-\u0456\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 Jupyter Notebook \u043d\u0430 Ubuntu<\/h2>\n<h3>\u0414\u043e\u0441\u0442\u0443\u043f \u0434\u043e \u0432\u0435\u0431-\u0456\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0443 Jupyter Notebook<\/h3>\n<p>\u041f\u0456\u0441\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u0431\u0435\u0437\u043f\u0435\u0447\u043d\u043e\u0433\u043e \u0442\u0443\u043d\u0435\u043b\u044c\u043d\u043e\u0433\u043e SSH-\u0437&#8217;\u0454\u0434\u043d\u0430\u043d\u043d\u044f \u0432\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0434\u043e\u0441\u0442\u0443\u043f \u0434\u043e Jupyter Notebook \u0447\u0435\u0440\u0435\u0437 \u0432\u0435\u0431-\u0431\u0440\u0430\u0443\u0437\u0435\u0440. Jupyter Notebook \u043f\u0440\u043e\u043f\u043e\u043d\u0443\u0454 \u0437\u0440\u0443\u0447\u043d\u0438\u0439 \u0456\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 \u0456 \u0448\u0438\u0440\u043e\u043a\u0438\u0439 \u043d\u0430\u0431\u0456\u0440 \u0444\u0443\u043d\u043a\u0446\u0456\u0439, \u0449\u043e \u0440\u043e\u0431\u0438\u0442\u044c \u0439\u043e\u0433\u043e \u043d\u0435\u0437\u0430\u043c\u0456\u043d\u043d\u0438\u043c \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u043c \u0434\u043b\u044f \u0434\u043e\u0441\u043b\u0456\u0434\u043d\u0438\u043a\u0456\u0432 \u0434\u0430\u043d\u0438\u0445 \u0456 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0456\u0441\u0442\u0456\u0432.<\/p>\n<h4>\u041d\u0430\u0432\u0456\u0433\u0430\u0446\u0456\u044f \u043f\u043e \u0444\u0430\u0439\u043b\u0430\u0445 \u0456 \u043f\u0430\u043f\u043a\u0430\u0445<\/h4>\n<p>Jupyter Notebook \u0432\u0456\u0434\u043e\u0431\u0440\u0430\u0436\u0430\u0454 \u0432\u0441\u0456 \u0444\u0430\u0439\u043b\u0438 \u0456 \u043f\u0430\u043f\u043a\u0438 \u0443 \u0441\u0432\u043e\u0454\u043c\u0443 \u0441\u0442\u0430\u0440\u0442\u043e\u0432\u043e\u043c\u0443 \u043a\u0430\u0442\u0430\u043b\u043e\u0437\u0456. \u0429\u043e\u0431 \u0435\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e \u043a\u0435\u0440\u0443\u0432\u0430\u0442\u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u043c\u0438, \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0439\u0442\u0435 Jupyter Notebook \u0443 \u0434\u0438\u0440\u0435\u043a\u0442\u043e\u0440\u0456\u0457 \u0444\u0430\u0439\u043b\u0456\u0432 \u043f\u0440\u043e\u0435\u043a\u0442\u0443. \u0422\u0430\u043a\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 \u0437\u0430\u0431\u0435\u0437\u043f\u0435\u0447\u0443\u0454 \u0448\u0432\u0438\u0434\u043a\u0438\u0439 \u0456 \u043b\u0435\u0433\u043a\u0438\u0439 \u0434\u043e\u0441\u0442\u0443\u043f \u0434\u043e \u0432\u0441\u0456\u0445 \u043d\u0435\u043e\u0431\u0445\u0456\u0434\u043d\u0438\u0445 \u0440\u0435\u0441\u0443\u0440\u0441\u0456\u0432.<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"33095\" data-permalink=\"https:\/\/linuxthebest.net\/uk\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/example-screenshot-of-jupyter-notebook-webui-on-ubuntu-linux\/\" data-orig-file=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-of-jupyter-notebook-webui-on-ubuntu-linux.png?fit=1152%2C864&amp;ssl=1\" data-orig-size=\"1152,864\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"example-screenshot-of-jupyter-notebook-webui-on-ubuntu-linux\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-of-jupyter-notebook-webui-on-ubuntu-linux.png?fit=1024%2C768&amp;ssl=1\" class=\"aligncenter size-large wp-image-33095 lazyload\" data-src=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-of-jupyter-notebook-webui-on-ubuntu-linux.png?resize=1024%2C768&#038;ssl=1\" alt=\"\" width=\"1024\" height=\"768\" data-srcset=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-of-jupyter-notebook-webui-on-ubuntu-linux.png?resize=1024%2C768&amp;ssl=1 1024w, https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-of-jupyter-notebook-webui-on-ubuntu-linux.png?resize=300%2C225&amp;ssl=1 300w, https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-of-jupyter-notebook-webui-on-ubuntu-linux.png?resize=768%2C576&amp;ssl=1 768w, https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-of-jupyter-notebook-webui-on-ubuntu-linux.png?w=1152&amp;ssl=1 1152w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/768;\" \/><\/p>\n<h3>\u0412\u0438\u0432\u0447\u0435\u043d\u043d\u044f \u0444\u0443\u043d\u043a\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0456 \u0431\u043b\u043e\u043a\u043d\u043e\u0442\u0430<\/h3>\n<p>\u0412\u0456\u0434\u043a\u0440\u0438\u0432\u0448\u0438 Jupyter Notebook, \u0432\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0442\u0438 Python-\u043a\u043e\u0434 \u0443 \u043a\u043e\u043c\u0456\u0440\u043a\u0430\u0445 \u0430\u0431\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0440\u043e\u0437\u043c\u0456\u0442\u043a\u0443 \u0434\u043b\u044f \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0456\u0457. \u0422\u0430\u043a\u0430 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u0456\u0441\u0442\u044c \u0440\u043e\u0431\u0438\u0442\u044c Jupyter Notebook \u0456\u0434\u0435\u0430\u043b\u044c\u043d\u0438\u043c \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u043c \u0434\u043b\u044f \u043e\u0431&#8217;\u0454\u0434\u043d\u0430\u043d\u043d\u044f \u043a\u043e\u0434\u0443, \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u0442\u0430 \u0434\u043e\u043a\u043b\u0430\u0434\u043d\u0438\u0445 \u043f\u043e\u044f\u0441\u043d\u0435\u043d\u044c \u0432 \u043e\u0434\u043d\u043e\u043c\u0443 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0456.<\/p>\n<h4>\u0415\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0443\u0432\u0430\u043d\u043d\u044f \u0437 \u043a\u043e\u0434\u043e\u043c Python \u0443 Jupyter<\/h4>\n<p>\u0429\u043e\u0431 \u043a\u0440\u0430\u0449\u0435 \u0437\u0440\u043e\u0437\u0443\u043c\u0456\u0442\u0438 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0456 Jupyter, \u0434\u0430\u0432\u0430\u0439\u0442\u0435 \u0432\u0438\u043a\u043e\u043d\u0430\u0454\u043c\u043e \u0444\u0440\u0430\u0433\u043c\u0435\u043d\u0442 \u043a\u043e\u0434\u0443 \u043c\u043e\u0432\u043e\u044e Python. \u0420\u043e\u0437\u0433\u043b\u044f\u043d\u0435\u043c\u043e \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043f\u0440\u0438\u043a\u043b\u0430\u0434:<\/p>\n<pre><code class=\"language-bash\" data-line=\"\"># Defining a simple greeting function\ndef greet(name):\n    return f&quot;Hello, {name}!&quot;\n\n# Let&#039;s greet &#039;John&#039;\nprint(greet(&#039;John&#039;))<\/code><\/pre>\n<p>\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0456 \u043c\u0438 \u0432\u0438\u0437\u043d\u0430\u0447\u0430\u0454\u043c\u043e \u0444\u0443\u043d\u043a\u0446\u0456\u044e greet, \u044f\u043a\u0430 \u043f\u0440\u0438\u0439\u043c\u0430\u0454 \u0456\u043c&#8217;\u044f \u0456 \u043f\u043e\u0432\u0435\u0440\u0442\u0430\u0454 \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u044c\u043d\u0435 \u043f\u0440\u0438\u0432\u0456\u0442\u0430\u043d\u043d\u044f. \u041a\u043e\u043b\u0438 \u043c\u0438 \u043f\u0435\u0440\u0435\u0434\u0430\u0454\u043c\u043e &#8216;John&#8217; \u044f\u043a \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442 \u0444\u0443\u043d\u043a\u0446\u0456\u0457 greet, \u0432\u043e\u043d\u0430 \u043f\u043e\u0432\u0435\u0440\u0442\u0430\u0454 &#8220;Hello, John!&#8221; \u0456 \u0434\u0440\u0443\u043a\u0443\u0454 \u043f\u0440\u0438\u0432\u0456\u0442\u0430\u043d\u043d\u044f.<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"33096\" data-permalink=\"https:\/\/linuxthebest.net\/uk\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/example-screenshot-using-python-code-hello-example-in-jupyter-notebook-on-ubuntu-linux\/\" data-orig-file=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-using-python-code-hello-example-in-jupyter-notebook-on-ubuntu-linux.png?fit=1152%2C864&amp;ssl=1\" data-orig-size=\"1152,864\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"example-screenshot-using-python-code-hello-example-in-jupyter-notebook-on-ubuntu-linux\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-using-python-code-hello-example-in-jupyter-notebook-on-ubuntu-linux.png?fit=1024%2C768&amp;ssl=1\" class=\"aligncenter size-large wp-image-33096 lazyload\" data-src=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-using-python-code-hello-example-in-jupyter-notebook-on-ubuntu-linux.png?resize=1024%2C768&#038;ssl=1\" alt=\"\" width=\"1024\" height=\"768\" data-srcset=\"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-using-python-code-hello-example-in-jupyter-notebook-on-ubuntu-linux.png?resize=1024%2C768&amp;ssl=1 1024w, https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-using-python-code-hello-example-in-jupyter-notebook-on-ubuntu-linux.png?resize=300%2C225&amp;ssl=1 300w, https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-using-python-code-hello-example-in-jupyter-notebook-on-ubuntu-linux.png?resize=768%2C576&amp;ssl=1 768w, https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/example-screenshot-using-python-code-hello-example-in-jupyter-notebook-on-ubuntu-linux.png?w=1152&amp;ssl=1 1152w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/768;\" \/><\/p>\n<h2>\u0412\u0438\u0441\u043d\u043e\u0432\u043e\u043a<\/h2>\n<p>\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043c\u0438 \u043a\u0440\u043e\u043a \u0437\u0430 \u043a\u0440\u043e\u043a\u043e\u043c \u0440\u043e\u0437\u043f\u043e\u0432\u0456\u0434\u0430\u043b\u0438 \u043f\u0440\u043e \u0442\u0435, \u044f\u043a \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u0438 Jupyter Notebook \u043d\u0430 Ubuntu 24.04, 22.04 \u0430\u0431\u043e 20.04. \u041c\u0438 \u0440\u043e\u0437\u0433\u043b\u044f\u043d\u0443\u043b\u0438 \u0432\u0441\u0435: \u0432\u0456\u0434 \u043f\u043e\u0447\u0430\u0442\u043a\u043e\u0432\u043e\u0457 \u0456\u043d\u0441\u0442\u0430\u043b\u044f\u0446\u0456\u0457 \u0434\u043e \u0437\u0430\u043d\u0443\u0440\u0435\u043d\u043d\u044f \u0443 \u0432\u0435\u0431-\u0456\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 \u0456 \u043d\u0430\u0432\u0456\u0442\u044c \u0440\u043e\u0431\u043e\u0442\u0438 \u0437 \u0444\u0440\u0430\u0433\u043c\u0435\u043d\u0442\u0430\u043c\u0438 \u043a\u043e\u0434\u0443 \u043d\u0430 Python. \u041c\u043e\u044f \u043e\u0441\u0442\u0430\u043d\u043d\u044f \u043f\u043e\u0440\u0430\u0434\u0430? \u041f\u043e\u0440\u0438\u043d\u044c\u0442\u0435 \u0443 \u0432\u0435\u043b\u0438\u0447\u0435\u0437\u043d\u0435 \u043c\u043e\u0440\u0435 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0435\u0439 Jupyter. \u0426\u0435 \u0431\u0456\u043b\u044c\u0448\u0435, \u043d\u0456\u0436 \u043f\u0440\u043e\u0441\u0442\u043e \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442; \u0446\u0435 \u0432\u0430\u0448\u0430 \u043f\u0435\u0440\u0435\u043f\u0443\u0441\u0442\u043a\u0430, \u0449\u043e \u0434\u0430\u0454 \u0437\u043c\u043e\u0433\u0443 \u043f\u043e\u0436\u0432\u0430\u0432\u0438\u0442\u0438 \u0432\u0430\u0448\u0456 \u043f\u0440\u043e\u0454\u043a\u0442\u0438 \u0432 \u0433\u0430\u043b\u0443\u0437\u0456 \u043d\u0430\u0443\u043a\u0438 \u043f\u0440\u043e \u0434\u0430\u043d\u0456 \u0442\u0430 \u043a\u043e\u0434\u0443\u0432\u0430\u043d\u043d\u044f.<\/p>\n<p>Jupyter Notebook \u043f\u043e-\u0441\u043f\u0440\u0430\u0432\u0436\u043d\u044c\u043e\u043c\u0443 \u0437\u0430\u0441\u044f\u0454, \u043a\u043e\u043b\u0438 \u0432\u0438 \u043f\u043e\u0447\u043d\u0435\u0442\u0435 \u0433\u0440\u0430\u0442\u0438 \u0437 \u0439\u043e\u0433\u043e \u0432\u0435\u043b\u0438\u0447\u0435\u0437\u043d\u043e\u044e \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044e \u0444\u0443\u043d\u043a\u0446\u0456\u0439, \u0432\u0456\u0434 \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u0434\u0430\u043d\u0438\u0445 \u0434\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0443\u0432\u0430\u043d\u043d\u044f \u043f\u0440\u043e\u0433\u0440\u0435\u0441\u0443. \u0422\u043e\u043c\u0443 \u043d\u0435 \u0441\u043e\u0440\u043e\u043c\u0442\u0435\u0441\u044f \u0435\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0443\u0432\u0430\u0442\u0438 \u0456 \u0440\u043e\u0437\u0448\u0438\u0440\u044e\u0432\u0430\u0442\u0438 \u043c\u0435\u0436\u0456 \u0441\u0432\u043e\u0457\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u0456\u0432. \u041f\u043e\u0432\u0456\u0440\u0442\u0435, \u0447\u0438\u043c \u0431\u0456\u043b\u044c\u0448\u0435 \u0432\u0438 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0454\u0442\u0435 \u0446\u0435\u0439 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442, \u0442\u0438\u043c \u0431\u0456\u043b\u044c\u0448 \u043d\u0435\u0437\u0430\u043c\u0456\u043d\u043d\u0438\u043c \u0432\u0456\u043d \u0441\u0442\u0430\u0454.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Jupyter Notebook &#8211; \u043a\u043b\u044e\u0447\u043e\u0432\u0438\u0439 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u0456\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u0438\u0445 \u043e\u0431\u0447\u0438\u0441\u043b\u0435\u043d\u044c \u043d\u0430 \u0431\u0430\u0433\u0430\u0442\u044c\u043e\u0445 \u043c\u043e\u0432\u0430\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0443\u0432\u0430\u043d\u043d\u044f. \u0412\u0456\u043d \u044f\u0432\u043b\u044f\u0454 \u0441\u043e\u0431\u043e\u044e \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0435, \u0432 \u044f\u043a\u043e\u043c\u0443 \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0456 \u043c\u043e\u0436\u0443\u0442\u044c \u0441\u0442\u0432\u043e\u0440\u044e\u0432\u0430\u0442\u0438 \u0456 \u043e\u0431\u043c\u0456\u043d\u044e\u0432\u0430\u0442\u0438\u0441\u044f \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u0438, \u0449\u043e \u043c\u0456\u0441\u0442\u044f\u0442\u044c \u0436\u0438\u0432\u0438\u0439 \u043a\u043e\u0434, \u0440\u0456\u0432\u043d\u044f\u043d\u043d\u044f, \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u0442\u0430 \u043e\u043f\u0438\u0441\u043e\u0432\u0438\u0439 \u0442\u0435\u043a\u0441\u0442. \u0423\u043d\u0456\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u0456\u0441\u0442\u044c Jupyter Notebook \u043e\u0431\u0443\u043c\u043e\u0432\u043b\u0435\u043d\u0430 \u0432\u0435\u043b\u0438\u043a\u0438\u043c \u0441\u043f\u0438\u0441\u043a\u043e\u043c \u0439\u043e\u0433\u043e \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0435\u0439, \u0449\u043e \u0440\u043e\u0431\u0438\u0442\u044c \u0439\u043e\u0433\u043e \u0443\u043b\u044e\u0431\u043b\u0435\u043d\u0438\u043c \u0432\u0438\u0431\u043e\u0440\u043e\u043c \u0432\u0447\u0435\u043d\u0438\u0445, \u0434\u043e\u0441\u043b\u0456\u0434\u043d\u0438\u043a\u0456\u0432 \u0456 \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u0447\u0456\u0432. \u0417\u0430\u0432\u0434\u044f\u043a\u0438 \u0432\u0435\u0431-\u0456\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0443 Jupyter Notebook \u0434\u0430\u0454 [&hellip;]<\/p>\n","protected":false},"author":3227,"featured_media":33093,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[211,396],"tags":[4256,122],"class_list":["post-33092","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-terminal","category-rabochee-okruzhenie","tag-jupyter","tag-ubuntu"],"blocksy_meta":[],"translation":{"provider":"WPGlobus","version":"3.0.2","language":"uk","enabled_languages":["ru","uk"],"languages":{"ru":{"title":true,"content":true,"excerpt":false},"uk":{"title":true,"content":true,"excerpt":false}}},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u042f\u043a \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 Jupyter Notebook \u043d\u0430 Ubuntu<\/title>\n<meta name=\"description\" content=\"Jupyter Notebook - \u043a\u043b\u044e\u0447\u043e\u0432\u0438\u0439 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u0456\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u0438\u0445 \u043e\u0431\u0447\u0438\u0441\u043b\u0435\u043d\u044c \u043d\u0430 \u0431\u0430\u0433\u0430\u0442\u044c\u043e\u0445 \u043c\u043e\u0432\u0430\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0443\u0432\u0430\u043d\u043d\u044f\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/\" \/>\n<meta property=\"og:locale\" content=\"uk_UA\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u042f\u043a \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 Jupyter Notebook \u043d\u0430 Ubuntu\" \/>\n<meta property=\"og:description\" content=\"Jupyter Notebook - \u043a\u043b\u044e\u0447\u043e\u0432\u0438\u0439 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u0456\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u0438\u0445 \u043e\u0431\u0447\u0438\u0441\u043b\u0435\u043d\u044c \u043d\u0430 \u0431\u0430\u0433\u0430\u0442\u044c\u043e\u0445 \u043c\u043e\u0432\u0430\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0443\u0432\u0430\u043d\u043d\u044f\" \/>\n<meta property=\"og:url\" content=\"https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/\" \/>\n<meta property=\"og:site_name\" content=\"LinuxTheBest\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/UserAndLINUX\" \/>\n<meta property=\"article:published_time\" content=\"2024-02-23T07:05:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/speed-up-experiments-with-jupyter.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1600\" \/>\n\t<meta property=\"og:image:height\" content=\"900\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"walle9054\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@UserAndLINUX\" \/>\n<meta name=\"twitter:site\" content=\"@UserAndLINUX\" \/>\n<meta name=\"twitter:label1\" content=\"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e\" \/>\n\t<meta name=\"twitter:data1\" content=\"walle9054\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u041f\u0440\u0438\u0431\u043b. \u0447\u0430\u0441 \u0447\u0438\u0442\u0430\u043d\u043d\u044f\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 \u0445\u0432\u0438\u043b\u0438\u043d\u0438\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/yak-vstanoviti-jupyter-notebook-na-ubuntu\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/yak-vstanoviti-jupyter-notebook-na-ubuntu\\\/\"},\"author\":{\"name\":\"walle9054\",\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/#\\\/schema\\\/person\\\/4ef8b04b8a00956d024e66df7f488c3b\"},\"headline\":\"\u042f\u043a \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 Jupyter Notebook \u043d\u0430 Ubuntu\",\"datePublished\":\"2024-02-23T07:05:50+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/yak-vstanoviti-jupyter-notebook-na-ubuntu\\\/\"},\"wordCount\":2886,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/yak-vstanoviti-jupyter-notebook-na-ubuntu\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/linuxthebest.net\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/speed-up-experiments-with-jupyter.jpg?fit=1600%2C900&ssl=1\",\"keywords\":[\"Jupyter\",\"ubuntu\"],\"articleSection\":[\"\u0418\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0438\",\"\u0420\u0430\u0431\u043e\u0447\u0435\u0435 \u043e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u0435\"],\"inLanguage\":\"uk\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/linuxthebest.net\\\/yak-vstanoviti-jupyter-notebook-na-ubuntu\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/yak-vstanoviti-jupyter-notebook-na-ubuntu\\\/\",\"url\":\"https:\\\/\\\/linuxthebest.net\\\/yak-vstanoviti-jupyter-notebook-na-ubuntu\\\/\",\"name\":\"\u042f\u043a \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 Jupyter Notebook \u043d\u0430 Ubuntu\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/yak-vstanoviti-jupyter-notebook-na-ubuntu\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/yak-vstanoviti-jupyter-notebook-na-ubuntu\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/linuxthebest.net\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/speed-up-experiments-with-jupyter.jpg?fit=1600%2C900&ssl=1\",\"datePublished\":\"2024-02-23T07:05:50+00:00\",\"description\":\"Jupyter Notebook - \u043a\u043b\u044e\u0447\u043e\u0432\u0438\u0439 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u0456\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u0438\u0445 \u043e\u0431\u0447\u0438\u0441\u043b\u0435\u043d\u044c \u043d\u0430 \u0431\u0430\u0433\u0430\u0442\u044c\u043e\u0445 \u043c\u043e\u0432\u0430\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0443\u0432\u0430\u043d\u043d\u044f\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/yak-vstanoviti-jupyter-notebook-na-ubuntu\\\/#breadcrumb\"},\"inLanguage\":\"uk\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/linuxthebest.net\\\/yak-vstanoviti-jupyter-notebook-na-ubuntu\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"uk\",\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/yak-vstanoviti-jupyter-notebook-na-ubuntu\\\/#primaryimage\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/linuxthebest.net\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/speed-up-experiments-with-jupyter.jpg?fit=1600%2C900&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/linuxthebest.net\\\/wp-content\\\/uploads\\\/2024\\\/02\\\/speed-up-experiments-with-jupyter.jpg?fit=1600%2C900&ssl=1\",\"width\":1600,\"height\":900},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/yak-vstanoviti-jupyter-notebook-na-ubuntu\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u0413\u043b\u0430\u0432\u043d\u0430\u044f\",\"item\":\"https:\\\/\\\/linuxthebest.net\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u0420\u0430\u0431\u043e\u0447\u0435\u0435 \u043e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u0435\",\"item\":\"https:\\\/\\\/linuxthebest.net\\\/rabochee-okruzhenie\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"\u041a\u0430\u043a \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c Jupyter Notebook \u043d\u0430 Ubuntu\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/#website\",\"url\":\"https:\\\/\\\/linuxthebest.net\\\/\",\"name\":\"LinuxTheBest\",\"description\":\"\u0412\u0430\u0448 \u043f\u0440\u043e\u0432\u0456\u0434\u043d\u0438\u043a \u0443 \u0434\u0438\u0432\u043e\u0432\u0438\u0436\u043d\u0438\u0439 \u0441\u0432\u0456\u0442 Linux\",\"publisher\":{\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/linuxthebest.net\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"uk\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/#organization\",\"name\":\"UALinux\",\"url\":\"https:\\\/\\\/linuxthebest.net\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"uk\",\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/linuxthebest.net\\\/wp-content\\\/uploads\\\/2010\\\/06\\\/UALinux.png\",\"contentUrl\":\"https:\\\/\\\/linuxthebest.net\\\/wp-content\\\/uploads\\\/2010\\\/06\\\/UALinux.png\",\"width\":270,\"height\":73,\"caption\":\"UALinux\"},\"image\":{\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/UserAndLINUX\",\"https:\\\/\\\/x.com\\\/UserAndLINUX\",\"https:\\\/\\\/www.linkedin.com\\\/groups\\\/7487863\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/linuxthebest.net\\\/#\\\/schema\\\/person\\\/4ef8b04b8a00956d024e66df7f488c3b\",\"name\":\"walle9054\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"uk\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/ca1cd3a0da5794e9defce526252afa41fcd26be7662ae17e81bf6e994b1b2c1d?s=96&d=wavatar&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/ca1cd3a0da5794e9defce526252afa41fcd26be7662ae17e81bf6e994b1b2c1d?s=96&d=wavatar&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/ca1cd3a0da5794e9defce526252afa41fcd26be7662ae17e81bf6e994b1b2c1d?s=96&d=wavatar&r=g\",\"caption\":\"walle9054\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u042f\u043a \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 Jupyter Notebook \u043d\u0430 Ubuntu","description":"Jupyter Notebook - \u043a\u043b\u044e\u0447\u043e\u0432\u0438\u0439 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u0456\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u0438\u0445 \u043e\u0431\u0447\u0438\u0441\u043b\u0435\u043d\u044c \u043d\u0430 \u0431\u0430\u0433\u0430\u0442\u044c\u043e\u0445 \u043c\u043e\u0432\u0430\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0443\u0432\u0430\u043d\u043d\u044f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/","og_locale":"uk_UA","og_type":"article","og_title":"\u042f\u043a \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 Jupyter Notebook \u043d\u0430 Ubuntu","og_description":"Jupyter Notebook - \u043a\u043b\u044e\u0447\u043e\u0432\u0438\u0439 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u0456\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u0438\u0445 \u043e\u0431\u0447\u0438\u0441\u043b\u0435\u043d\u044c \u043d\u0430 \u0431\u0430\u0433\u0430\u0442\u044c\u043e\u0445 \u043c\u043e\u0432\u0430\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0443\u0432\u0430\u043d\u043d\u044f","og_url":"https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/","og_site_name":"LinuxTheBest","article_publisher":"https:\/\/www.facebook.com\/UserAndLINUX","article_published_time":"2024-02-23T07:05:50+00:00","og_image":[{"width":1600,"height":900,"url":"https:\/\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/speed-up-experiments-with-jupyter.jpg","type":"image\/jpeg"}],"author":"walle9054","twitter_card":"summary_large_image","twitter_creator":"@UserAndLINUX","twitter_site":"@UserAndLINUX","twitter_misc":{"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e":"walle9054","\u041f\u0440\u0438\u0431\u043b. \u0447\u0430\u0441 \u0447\u0438\u0442\u0430\u043d\u043d\u044f":"4 \u0445\u0432\u0438\u043b\u0438\u043d\u0438"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/#article","isPartOf":{"@id":"https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/"},"author":{"name":"walle9054","@id":"https:\/\/linuxthebest.net\/#\/schema\/person\/4ef8b04b8a00956d024e66df7f488c3b"},"headline":"\u042f\u043a \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 Jupyter Notebook \u043d\u0430 Ubuntu","datePublished":"2024-02-23T07:05:50+00:00","mainEntityOfPage":{"@id":"https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/"},"wordCount":2886,"commentCount":0,"publisher":{"@id":"https:\/\/linuxthebest.net\/#organization"},"image":{"@id":"https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/speed-up-experiments-with-jupyter.jpg?fit=1600%2C900&ssl=1","keywords":["Jupyter","ubuntu"],"articleSection":["\u0418\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0438","\u0420\u0430\u0431\u043e\u0447\u0435\u0435 \u043e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u0435"],"inLanguage":"uk","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/","url":"https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/","name":"\u042f\u043a \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 Jupyter Notebook \u043d\u0430 Ubuntu","isPartOf":{"@id":"https:\/\/linuxthebest.net\/#website"},"primaryImageOfPage":{"@id":"https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/#primaryimage"},"image":{"@id":"https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/speed-up-experiments-with-jupyter.jpg?fit=1600%2C900&ssl=1","datePublished":"2024-02-23T07:05:50+00:00","description":"Jupyter Notebook - \u043a\u043b\u044e\u0447\u043e\u0432\u0438\u0439 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u0456\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u0438\u0445 \u043e\u0431\u0447\u0438\u0441\u043b\u0435\u043d\u044c \u043d\u0430 \u0431\u0430\u0433\u0430\u0442\u044c\u043e\u0445 \u043c\u043e\u0432\u0430\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0443\u0432\u0430\u043d\u043d\u044f","breadcrumb":{"@id":"https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/#breadcrumb"},"inLanguage":"uk","potentialAction":[{"@type":"ReadAction","target":["https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/"]}]},{"@type":"ImageObject","inLanguage":"uk","@id":"https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/#primaryimage","url":"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/speed-up-experiments-with-jupyter.jpg?fit=1600%2C900&ssl=1","contentUrl":"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/speed-up-experiments-with-jupyter.jpg?fit=1600%2C900&ssl=1","width":1600,"height":900},{"@type":"BreadcrumbList","@id":"https:\/\/linuxthebest.net\/yak-vstanoviti-jupyter-notebook-na-ubuntu\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u0413\u043b\u0430\u0432\u043d\u0430\u044f","item":"https:\/\/linuxthebest.net\/"},{"@type":"ListItem","position":2,"name":"\u0420\u0430\u0431\u043e\u0447\u0435\u0435 \u043e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u0435","item":"https:\/\/linuxthebest.net\/rabochee-okruzhenie\/"},{"@type":"ListItem","position":3,"name":"\u041a\u0430\u043a \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c Jupyter Notebook \u043d\u0430 Ubuntu"}]},{"@type":"WebSite","@id":"https:\/\/linuxthebest.net\/#website","url":"https:\/\/linuxthebest.net\/","name":"LinuxTheBest","description":"\u0412\u0430\u0448 \u043f\u0440\u043e\u0432\u0456\u0434\u043d\u0438\u043a \u0443 \u0434\u0438\u0432\u043e\u0432\u0438\u0436\u043d\u0438\u0439 \u0441\u0432\u0456\u0442 Linux","publisher":{"@id":"https:\/\/linuxthebest.net\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/linuxthebest.net\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"uk"},{"@type":"Organization","@id":"https:\/\/linuxthebest.net\/#organization","name":"UALinux","url":"https:\/\/linuxthebest.net\/","logo":{"@type":"ImageObject","inLanguage":"uk","@id":"https:\/\/linuxthebest.net\/#\/schema\/logo\/image\/","url":"https:\/\/linuxthebest.net\/wp-content\/uploads\/2010\/06\/UALinux.png","contentUrl":"https:\/\/linuxthebest.net\/wp-content\/uploads\/2010\/06\/UALinux.png","width":270,"height":73,"caption":"UALinux"},"image":{"@id":"https:\/\/linuxthebest.net\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/UserAndLINUX","https:\/\/x.com\/UserAndLINUX","https:\/\/www.linkedin.com\/groups\/7487863\/"]},{"@type":"Person","@id":"https:\/\/linuxthebest.net\/#\/schema\/person\/4ef8b04b8a00956d024e66df7f488c3b","name":"walle9054","image":{"@type":"ImageObject","inLanguage":"uk","@id":"https:\/\/secure.gravatar.com\/avatar\/ca1cd3a0da5794e9defce526252afa41fcd26be7662ae17e81bf6e994b1b2c1d?s=96&d=wavatar&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/ca1cd3a0da5794e9defce526252afa41fcd26be7662ae17e81bf6e994b1b2c1d?s=96&d=wavatar&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/ca1cd3a0da5794e9defce526252afa41fcd26be7662ae17e81bf6e994b1b2c1d?s=96&d=wavatar&r=g","caption":"walle9054"}}]}},"jetpack_featured_media_url":"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2024\/02\/speed-up-experiments-with-jupyter.jpg?fit=1600%2C900&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/p7Dc7N-8BK","jetpack-related-posts":[{"id":28517,"url":"https:\/\/linuxthebest.net\/uk\/alternativi-google-docs-dlya-linux-u-2023-roczi\/","url_meta":{"origin":33092,"position":0},"title":"\u0410\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u0438 Google Docs \u0434\u043b\u044f Linux \u0443 2023 \u0440\u043e\u0446\u0456","author":"walle9054","date":"2023-06-22","format":false,"excerpt":"{:ru}Google Docs - \u044d\u0442\u043e, \u043f\u043e\u0436\u0430\u043b\u0443\u0439, \u043e\u0434\u0438\u043d \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0445 \u043e\u0444\u0438\u0441\u043d\u044b\u0445 \u043f\u0430\u043a\u0435\u0442\u043e\u0432 \u0432 \u043c\u0438\u0440\u0435. \u0415\u0433\u043e \u043d\u0430\u0431\u043e\u0440 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0434\u043b\u044f \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0432\u044b\u0441\u043e\u043a\u043e\u0435 \u0443\u0434\u043e\u0431\u0441\u0442\u0432\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u043e\u0431\u043b\u0435\u0433\u0447\u0430\u044e\u0442 \u0436\u0438\u0437\u043d\u044c \u0442\u0435\u043c, \u043a\u0442\u043e \u0445\u043e\u0447\u0435\u0442 \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u043d\u0430\u0434 \u043e\u0434\u043d\u0438\u043c \u0438 \u0442\u0435\u043c \u0436\u0435 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u043e\u043c \u0438\u043b\u0438 \u043e\u0431\u043c\u0435\u043d\u0438\u0432\u0430\u0442\u044c\u0441\u044f \u0444\u0430\u0439\u043b\u0430\u043c\u0438 \u0432 \u0440\u0435\u0436\u0438\u043c\u0435 \u043e\u043d\u043b\u0430\u0439\u043d \u0441 \u0440\u0430\u0437\u043d\u044b\u043c\u0438 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c\u0438. \u0414\u043b\u044f \u0442\u043e\u0433\u043e \u0447\u0442\u043e\u0431\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043e\u043d\u043b\u0430\u0439\u043d \u043f\u0430\u043a\u0435\u0442\u2026","rel":"","context":"\u0423 &quot;\u041e\u0431\u0437\u043e\u0440\u044b&quot;","block_context":{"text":"\u041e\u0431\u0437\u043e\u0440\u044b","link":"https:\/\/linuxthebest.net\/uk\/review\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2023\/06\/top-4-google-docs-alternatives-for-businesses-blog-banner-1250x500-1.png?fit=1200%2C480&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2023\/06\/top-4-google-docs-alternatives-for-businesses-blog-banner-1250x500-1.png?fit=1200%2C480&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2023\/06\/top-4-google-docs-alternatives-for-businesses-blog-banner-1250x500-1.png?fit=1200%2C480&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2023\/06\/top-4-google-docs-alternatives-for-businesses-blog-banner-1250x500-1.png?fit=1200%2C480&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2023\/06\/top-4-google-docs-alternatives-for-businesses-blog-banner-1250x500-1.png?fit=1200%2C480&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":15527,"url":"https:\/\/linuxthebest.net\/uk\/noutbuk-hp-ubuntu\/","url_meta":{"origin":33092,"position":1},"title":"\u041d\u043e\u0443\u0442\u0431\u0443\u043a HP Ubuntu","author":"ViGo","date":"2014-05-22","format":false,"excerpt":"\u041b\u044e\u0434\u0438, \u0436\u0438\u0432\u0443\u0449\u0438\u0435 \u0432 \u041a\u0438\u0442\u0430\u0435 \u0438\u043b\u0438 \u0418\u043d\u0434\u0438\u0438, \u043d\u0435 \u0438\u0441\u043f\u044b\u0442\u044b\u0432\u0430\u044e\u0442 \u0442\u0440\u0443\u0434\u043d\u043e\u0441\u0442\u0435\u0439 \u0441 \u043f\u043e\u0438\u0441\u043a\u043e\u043c \u0438 \u043f\u0440\u0438\u043e\u0431\u0440\u0435\u0442\u0435\u043d\u0438\u0435\u043c \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0445 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043e\u0432 \u0441 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u043e\u0439 OS Linux. \u0418\u043c \u0434\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0437\u0430\u0439\u0442\u0438 \u0432 \u043c\u0430\u0433\u0430\u0437\u0438\u043d \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u0438\u043a\u0438 \u0438 \u0432\u0437\u044f\u0442\u044c \u043d\u043e\u0443\u0442\u0431\u0443\u043a \u0441 \u043f\u043e\u043b\u043a\u0438 (\u043a\u043e\u043d\u0435\u0447\u043d\u043e, \u0437\u0430\u043f\u043b\u0430\u0442\u0438\u0432 \u0437\u0430 \u043d\u0435\u0433\u043e). \u0410 \u0434\u043b\u044f \u043d\u0430\u0441, \u0435\u0432\u0440\u043e\u043f\u0435\u0439\u0446\u0435\u0432 \u0438 \u0430\u043c\u0435\u0440\u0438\u043a\u0430\u043d\u0446\u0435\u0432 \u043d\u0430\u0439\u0442\u0438 \u0444\u0438\u0440\u043c\u0435\u043d\u043d\u044b\u0439 \u043d\u043e\u0443\u0442\u0431\u0443\u043a Ubuntu \u043d\u0430 \u0431\u043e\u0440\u0442\u0443 \u0432 \u0440\u043e\u0437\u043d\u0438\u0447\u043d\u043e\u0439\u2026","rel":"","context":"\u0423 &quot;\u041d\u043e\u0432\u0438\u043d\u0438&quot;","block_context":{"text":"\u041d\u043e\u0432\u0438\u043d\u0438","link":"https:\/\/linuxthebest.net\/uk\/news\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2014\/05\/ubuntu.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":27938,"url":"https:\/\/linuxthebest.net\/uk\/yak-vstanoviti-apache-openoffice-na-ubuntu\/","url_meta":{"origin":33092,"position":2},"title":"\u042f\u043a \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 Apache OpenOffice \u043d\u0430 Ubuntu","author":"walle9054","date":"2023-05-10","format":false,"excerpt":"{:ru}OpenOffice - \u044d\u0442\u043e \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0439 \u043f\u0430\u043a\u0435\u0442 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c \u0441 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u043c \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u043c \u043a\u043e\u0434\u043e\u043c, \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e\u0449\u0438\u0439 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0434\u043b\u044f \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438. \u041e\u043d \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043e\u0442\u043b\u0438\u0447\u043d\u043e\u0439 \u0430\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u043e\u0439 \u043f\u0440\u043e\u043f\u0440\u0438\u0435\u0442\u0430\u0440\u043d\u044b\u043c \u043e\u0444\u0438\u0441\u043d\u044b\u043c \u043f\u0430\u043a\u0435\u0442\u0430\u043c, \u0442\u0430\u043a\u0438\u043c \u043a\u0430\u043a Microsoft Office, \u0438 \u0448\u0438\u0440\u043e\u043a\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u044f\u043c\u0438 \u0438 \u0447\u0430\u0441\u0442\u043d\u044b\u043c\u0438 \u043b\u0438\u0446\u0430\u043c\u0438 \u0432\u043e \u0432\u0441\u0435\u043c \u043c\u0438\u0440\u0435. OpenOffice \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0434\u043b\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0442\u0435\u043a\u0441\u0442\u043e\u0432, \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u044b\u0445 \u0442\u0430\u0431\u043b\u0438\u0446, \u043f\u0440\u0435\u0437\u0435\u043d\u0442\u0430\u0446\u0438\u0439, \u0433\u0440\u0430\u0444\u0438\u043a\u0438 \u0438 \u0431\u0430\u0437\u2026","rel":"","context":"\u0423 &quot;\u0418\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0438&quot;","block_context":{"text":"\u0418\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0438","link":"https:\/\/linuxthebest.net\/uk\/terminal\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2023\/05\/apache-openoffice-1200_hns.jpg?fit=1200%2C703&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2023\/05\/apache-openoffice-1200_hns.jpg?fit=1200%2C703&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2023\/05\/apache-openoffice-1200_hns.jpg?fit=1200%2C703&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2023\/05\/apache-openoffice-1200_hns.jpg?fit=1200%2C703&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2023\/05\/apache-openoffice-1200_hns.jpg?fit=1200%2C703&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":5383,"url":"https:\/\/linuxthebest.net\/uk\/nimbusoft-nachinaet-postavku-noutbukov-i-pc-s-ubuntu-budgie\/","url_meta":{"origin":33092,"position":3},"title":"Nimbusoft \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442 \u043f\u043e\u0441\u0442\u0430\u0432\u043a\u0443 \u043d\u043e\u0443\u0442\u0431\u0443\u043a\u043e\u0432 \u0438 PC \u0441 Ubuntu Budgie","author":"UALinux","date":"2017-08-26","format":false,"excerpt":"\u041a\u043e\u043c\u0430\u043d\u0434\u0430 Ubuntu Budgie \u0432 \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u0447\u0435\u0441\u0442\u0432\u0435 \u0441 Nimbusoft \u043e\u0431\u044a\u044f\u0432\u0438\u043b\u0430 \u043e \u0432\u044b\u043f\u0443\u0441\u043a\u0435 \u043d\u043e\u0443\u0442\u0431\u0443\u043a\u043e\u0432 GNU\/Linux \u0441 \u043f\u0440\u0435\u0434\u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u043e\u0439 Ubuntu Budgie. \u042d\u0442\u0438 \u043d\u043e\u0443\u0442\u0431\u0443\u043a\u0438 \u043f\u043e\u043c\u043e\u0433\u0443\u0442 \u043f\u0440\u043e\u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0438\u0441\u0442\u0438\u043d\u043d\u044b\u0439 \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b \u0438 \u0441\u0438\u043b\u0443 Ubuntu Budgie. \u041f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443, \u043a\u043e\u0433\u0434\u0430 \u0430\u043f\u043f\u0430\u0440\u0430\u0442\u043d\u0430\u044f \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u044f \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u0430 \u0437\u0430\u0440\u0430\u043d\u0435\u0435, \u043c\u043e\u0436\u043d\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u0438\u043c\u0443\u044e \u0441 \u043d\u0435\u0439 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u0443\u044e \u0441\u0438\u0441\u0442\u0435\u043c\u0443. \u0412 \u043d\u0430\u0447\u0430\u043b\u0435 \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u0447\u0435\u0441\u0442\u0432\u0430 Nimsoft \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u043b\u0430 3 \u200b\u200b\u043c\u043e\u0434\u0435\u043b\u0438, \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0437\u0430\u0433\u0440\u0443\u0436\u0435\u043d\u043d\u044b\u0435 \u0441\u2026","rel":"","context":"\u0423 &quot;\u041d\u043e\u0432\u0438\u043d\u0438&quot;","block_context":{"text":"\u041d\u043e\u0432\u0438\u043d\u0438","link":"https:\/\/linuxthebest.net\/uk\/news\/"},"img":{"alt_text":"bellona ubuntu budgie","src":"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2017\/08\/3_big-1-510x308.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":10519,"url":"https:\/\/linuxthebest.net\/uk\/ubuntu-zamenit-windows-xp-v-yuzhnoj-koree\/","url_meta":{"origin":33092,"position":4},"title":"Ubuntu \u0437\u0430\u043c\u0435\u043d\u0438\u0442 Windows XP \u0432 \u042e\u0436\u043d\u043e\u0439 \u041a\u043e\u0440\u0435\u0435","author":"ViGo","date":"2010-06-14","format":false,"excerpt":"\u0412 \u0441\u0432\u044f\u0437\u0438 \u0441 \u0437\u0430\u0432\u0435\u0440\u0448\u0435\u043d\u0438\u0435\u043c \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 OS Windows XP 8 \u0430\u043f\u0440\u0435\u043b\u044f 2014 \u0433\u043e\u0434\u0430, \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0441\u044f \u0432\u043e\u043f\u0440\u043e\u0441 \u043e \u0432\u043d\u0435\u0434\u0440\u0435\u043d\u0438\u0438 \u0430\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u043d\u043e\u0439 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b. Business Korea, \u043a\u043e\u0440\u0435\u0439\u0441\u043a\u0438\u0439 \u043d\u043e\u0432\u043e\u0441\u0442\u043d\u043e\u0439 \u0440\u0435\u0441\u0443\u0440\u0441, \u0441\u043e\u043e\u0431\u0449\u0430\u0435\u0442, \u0447\u0442\u043e \u044e\u0436\u043d\u043e\u043a\u043e\u0440\u0435\u0439\u0441\u043a\u0438\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u044e\u0442 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0439 Linux-\u0434\u0438\u0441\u0442\u0440\u0438\u0431\u0443\u0442\u0438\u0432 Ubuntu, \u043a\u0430\u043a \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442 \u0434\u043b\u044f \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0438 \u043d\u0430 \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0435 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u044b \u043f\u043e\u0441\u043b\u0435 \u043e\u043a\u043e\u043d\u0447\u0430\u043d\u0438\u044f \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0439 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0435\u0439 Microsoft \u0441\u0438\u0441\u0442\u0435\u043c\u044b Windows XP. \u0421\u0435\u0433\u043e\u0434\u043d\u044f\u2026","rel":"","context":"\u0423 &quot;\u041d\u043e\u0432\u0438\u043d\u0438&quot;","block_context":{"text":"\u041d\u043e\u0432\u0438\u043d\u0438","link":"https:\/\/linuxthebest.net\/uk\/news\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/linuxthebest.net\/wp-content\/uploads\/2020\/06\/c55edc11f0e81aeaca78577ff0ce81ce0ab9c04a.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":17125,"url":"https:\/\/linuxthebest.net\/uk\/kak-ubuntu-pomogaet-sokhranit-vash-biznes-praktika-vnedrentsa\/","url_meta":{"origin":33092,"position":5},"title":"\u041a\u0430\u043a Ubuntu \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0432\u0430\u0448 \u0431\u0438\u0437\u043d\u0435\u0441. \u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 \u0432\u043d\u0435\u0434\u0440\u0435\u043d\u0446\u0430.","author":"ViGo","date":"2014-07-21","format":false,"excerpt":"\u0412\u0441\u0435 \u043c\u044b \u0437\u043d\u0430\u0435\u043c, \u043a\u0430\u043a \u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0441\u0432\u043e\u0439 \u0431\u0438\u0437\u043d\u0435\u0441 \u0438 \u0434\u0430\u0436\u0435 \u0443\u0436\u0435 \u0443\u0441\u043f\u0435\u0448\u043d\u043e \u0435\u0433\u043e \u0432\u0435\u0434\u0451\u043c, \u043d\u043e \u0447\u0430\u0441\u0442\u043e \u043c\u0430\u043b\u043e \u043a\u0442\u043e \u043f\u043e\u043d\u0438\u043c\u0430\u0435\u0442, \u0433\u0434\u0435 \u043c\u043e\u0436\u043d\u043e \u0438 \u043d\u0443\u0436\u043d\u043e \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u0442\u044c \u043d\u0430 \u0418\u0422 \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u0438 \u043e\u0444\u0438\u0441\u0430, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b. \u0414\u0430\u043d\u043d\u0430\u044f \u0441\u0442\u0430\u0442\u044c\u044f \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0430 \u0432\u0441\u0435\u043c \u0436\u0435\u043b\u0430\u044e\u0449\u0438\u043c \u043f\u0435\u0440\u0435\u0439\u0442\u0438 \u0432 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0439 \u043c\u0438\u0440 \u0418\u0422, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0432\u043d\u0435\u0434\u0440\u0435\u043d\u0446\u0430\u043c \u0441\u0432\u043e\u0431\u043e\u0434\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f \u043d\u0430 \u0440\u0430\u0431\u043e\u0447\u0438\u0435 \u0441\u0442\u0430\u043d\u0446\u0438\u0438.\u2026","rel":"","context":"\u0423 &quot;\u041e\u0431\u0437\u043e\u0440\u044b&quot;","block_context":{"text":"\u041e\u0431\u0437\u043e\u0440\u044b","link":"https:\/\/linuxthebest.net\/uk\/review\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/habrastorage.org\/getpro\/habr\/post_images\/014\/676\/6e5\/0146766e521ddf237a6fe7582611bef3.jpg?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/habrastorage.org\/getpro\/habr\/post_images\/014\/676\/6e5\/0146766e521ddf237a6fe7582611bef3.jpg?resize=350%2C200 1x, https:\/\/i0.wp.com\/habrastorage.org\/getpro\/habr\/post_images\/014\/676\/6e5\/0146766e521ddf237a6fe7582611bef3.jpg?resize=525%2C300 1.5x"},"classes":[]}],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/linuxthebest.net\/uk\/wp-json\/wp\/v2\/posts\/33092","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/linuxthebest.net\/uk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/linuxthebest.net\/uk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/linuxthebest.net\/uk\/wp-json\/wp\/v2\/users\/3227"}],"replies":[{"embeddable":true,"href":"https:\/\/linuxthebest.net\/uk\/wp-json\/wp\/v2\/comments?post=33092"}],"version-history":[{"count":2,"href":"https:\/\/linuxthebest.net\/uk\/wp-json\/wp\/v2\/posts\/33092\/revisions"}],"predecessor-version":[{"id":33098,"href":"https:\/\/linuxthebest.net\/uk\/wp-json\/wp\/v2\/posts\/33092\/revisions\/33098"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/linuxthebest.net\/uk\/wp-json\/wp\/v2\/media\/33093"}],"wp:attachment":[{"href":"https:\/\/linuxthebest.net\/uk\/wp-json\/wp\/v2\/media?parent=33092"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/linuxthebest.net\/uk\/wp-json\/wp\/v2\/categories?post=33092"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/linuxthebest.net\/uk\/wp-json\/wp\/v2\/tags?post=33092"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}