{"id":4208,"date":"2024-08-19T08:04:28","date_gmt":"2024-08-19T06:04:28","guid":{"rendered":"http:\/\/newtechnologyco.com\/?p=4208"},"modified":"2024-08-19T08:04:28","modified_gmt":"2024-08-19T06:04:28","slug":"%d9%83%d9%88%d8%b1%d8%b3-%d9%85%d8%ac%d8%a7%d9%86%d9%8a-%d9%84%d8%aa%d8%b9%d9%84%d9%85-%d9%84%d8%ba%d8%a9-%d8%a7%d9%84%d8%a8%d8%a7%d9%8a%d8%ab%d9%88%d9%86-%d9%85%d9%86-%d8%a7%d9%84%d8%b5%d9%81%d8%b1","status":"publish","type":"post","link":"https:\/\/newtechnologyco.com\/?p=4208","title":{"rendered":"\u0643\u0648\u0631\u0633 \u0645\u062c\u0627\u0646\u064a \u0644\u062a\u0639\u0644\u0645 \u0644\u063a\u0629 \u0627\u0644\u0628\u0627\u064a\u062b\u0648\u0646 \u0645\u0646 \u0627\u0644\u0635\u0641\u0631"},"content":{"rendered":"<div class=\"03ee291d7638a9de6d8bf093a25a8c66\" data-index=\"1\" style=\"float: none; margin:10px 0 10px 0; text-align:center;\">\n<!-- OLD -->\r\n\r\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-8234863768208291\"\r\n     crossorigin=\"anonymous\"><\/script>\r\n<ins class=\"adsbygoogle\"\r\n     style=\"display:block; text-align:center;\"\r\n     data-ad-layout=\"in-article\"\r\n     data-ad-format=\"fluid\"\r\n     data-ad-client=\"ca-pub-8234863768208291\"\r\n     data-ad-slot=\"9990061816\"><\/ins>\r\n<script>\r\n     (adsbygoogle = window.adsbygoogle || []).push({});\r\n<\/script>\r\n\r\n\r\n<!-- NEW -->\r\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-3093098023216204\"\r\n     crossorigin=\"anonymous\"><\/script>\r\n<ins class=\"adsbygoogle\"\r\n     style=\"display:block; text-align:center;\"\r\n     data-ad-layout=\"in-article\"\r\n     data-ad-format=\"fluid\"\r\n     data-ad-client=\"ca-pub-3093098023216204\"\r\n     data-ad-slot=\"3326684761\"><\/ins>\r\n<script>\r\n     (adsbygoogle = window.adsbygoogle || []).push({});\r\n<\/script>\r\n\r\n\n<\/div>\n<p><strong>\u0628\u0627\u064a\u062b\u0648\u0646<\/strong> \u0647\u064a \u0644\u063a\u0629 \u0628\u0631\u0645\u062c\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0648\u0649\u060c \u0633\u0647\u0644\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u062a\u062a\u0645\u064a\u0632 \u0628\u0642\u0631\u0627\u0621\u062a\u0647\u0627 \u0627\u0644\u0648\u0627\u0636\u062d\u0629 \u0648\u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0628\u0633\u064a\u0637 \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u0642\u0631\u0627\u0621\u0629. \u062a\u0645 \u062a\u0637\u0648\u064a\u0631\u0647\u0627 \u0644\u0623\u0648\u0644 \u0645\u0631\u0629 \u0645\u0646 \u0642\u0628\u0644 \u062c\u064a\u062f\u0648 \u0641\u0627\u0646 \u0631\u0648\u0633\u0648\u0645 \u0641\u064a \u0623\u0648\u0627\u062e\u0631 \u0627\u0644\u062b\u0645\u0627\u0646\u064a\u0646\u064a\u0627\u062a \u0648\u062a\u0645 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\u0648\u0627\u0644\u0642\u0631\u0627\u0621\u0629<\/strong>:\n<ul>\n<li>\u062a\u0635\u0645\u064a\u0645 \u0628\u0627\u064a\u062b\u0648\u0646 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0628\u0633\u0627\u0637\u0629 \u0627\u0644\u0643\u0648\u062f\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u0644\u063a\u0627\u062a \u0633\u0647\u0648\u0644\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u062d\u062a\u0649 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646.<\/li>\n<li>\u062a\u0639\u062a\u0645\u062f \u0628\u0627\u064a\u062b\u0648\u0646 \u0639\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0633\u0627\u0641\u0627\u062a \u0628\u064a\u0636\u0627\u0621 \u0644\u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u0643\u0648\u062f\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0645\u0646 \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0643\u0648\u062f \u0648\u064a\u062c\u0639\u0644\u0647 \u0645\u0646\u0638\u0645\u0627\u064b.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631<\/strong>:\n<ul>\n<li>\u0628\u0627\u064a\u062b\u0648\u0646 \u0647\u064a \u0644\u063a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0645\u0645\u0627 \u064a\u0639\u0646\u064a \u0623\u0646 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u0645\u0646 \u0627\u0644\u0645\u0628\u0631\u0645\u062c\u064a\u0646 \u064a\u0633\u0647\u0645 \u0641\u064a \u062a\u0637\u0648\u064a\u0631\u0647\u0627 \u0648\u062a\u0648\u0633\u064a\u0639 \u0642\u062f\u0631\u0627\u062a\u0647\u0627.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u063a\u0631\u0627\u0636<\/strong>:\n<ul>\n<li>\u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u063a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u063a\u0631\u0627\u0636\u060c \u0645\u0645\u0627 \u064a\u0639\u0646\u064a \u0623\u0646\u0647 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u062b\u0644 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0648\u064a\u0628\u060c \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0627\u0644\u0623\u062a\u0645\u062a\u0629\u060c \u0648\u063a\u064a\u0631\u0647\u0627.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0645\u0643\u062a\u0628\u0627\u062a \u0648\u0623\u0637\u0631 \u0639\u0645\u0644 \u0636\u062e\u0645\u0629<\/strong>:\n<ul>\n<li>\u062a\u062d\u062a\u0648\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0639\u0644\u0649 \u0645\u0643\u062a\u0628\u0629 \u0636\u062e\u0645\u0629 \u0645\u0646 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0648\u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u062a\u064a \u062a\u0633\u0647\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u062a\u0646\u0641\u064a\u0630 \u0645\u0634\u0627\u0631\u064a\u0639\u0647\u0645 \u0628\u0633\u0631\u0639\u0629\u060c \u0645\u062b\u0644 \u0645\u0643\u062a\u0628\u0629 NumPy \u0648Pandas \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648TensorFlow \u0648PyTorch \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648Django \u0648Flask \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0648\u064a\u0628.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0645\u062c\u062a\u0645\u0639 \u062f\u0639\u0645 \u0643\u0628\u064a\u0631<\/strong>:\n<ul>\n<li>\u062a\u0645\u062a\u0627\u0632 \u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u0645\u062c\u062a\u0645\u0639 \u062f\u0639\u0645 \u0643\u0628\u064a\u0631 \u0648\u0646\u0634\u0637. \u0625\u0630\u0627 \u0648\u0627\u062c\u0647\u062a \u0623\u064a \u0645\u0634\u0643\u0644\u0629 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0628\u0631\u0645\u062c\u0629\u060c \u0641\u0633\u062a\u062c\u062f \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0648\u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0647\u0627 \u0645\u0633\u0627\u0639\u062f\u062a\u0643.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u0641\u0648\u0627\u0626\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646<\/h3>\n<ol>\n<li><strong>\u0627\u0644\u0633\u0631\u0639\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0648\u064a\u0631<\/strong>:\n<ul>\n<li>\u0628\u0633\u0628\u0628 \u0628\u0633\u0627\u0637\u062a\u0647\u0627 \u0648\u0648\u0636\u0648\u062d\u0647\u0627\u060c \u064a\u0645\u0643\u0646\u0643 \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0648\u0625\u0646\u062c\u0627\u0632 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0628\u0633\u0631\u0639\u0629 \u0623\u0643\u0628\u0631 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0628\u0639\u0636 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639<\/strong>:\n<ul>\n<li>\u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646 \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u0635\u063a\u064a\u0631\u0629 \u0623\u0648 \u0643\u0628\u064a\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0631\u0646\u0629 \u0644\u0644\u063a\u0627\u064a\u0629.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u062f\u0639\u0645 \u0639\u0628\u0631 \u0627\u0644\u0645\u0646\u0635\u0627\u062a<\/strong>:\n<ul>\n<li>\u0628\u0627\u064a\u062b\u0648\u0646 \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 \u062c\u0645\u064a\u0639 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u062b\u0644 Windows\u060c macOS\u060c \u0648Linux.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0627\u0644\u0623\u062a\u0645\u062a\u0629<\/strong>:\n<ul>\n<li>\u0628\u0627\u064a\u062b\u0648\u0646 \u062a\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0641\u064a \u0645\u0647\u0627\u0645 \u0627\u0644\u0623\u062a\u0645\u062a\u0629\u060c \u062d\u064a\u062b \u064a\u0645\u0643\u0646\u0643 \u0643\u062a\u0627\u0628\u0629 \u0633\u0643\u0631\u0628\u062a\u0627\u062a \u0628\u0633\u064a\u0637\u0629 \u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u062a\u0639\u0644\u064a\u0645 \u0627\u0644\u0622\u0644\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>:\n<ul>\n<li>\u062a\u0639\u062a\u0628\u0631 \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0645\u062b\u0644 \u0644\u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0641\u0636\u0644 \u0645\u0643\u062a\u0628\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0645\u062b\u0644 scikit-learn \u0648Keras.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0644\u063a\u0627\u062a \u0623\u062e\u0631\u0649<\/strong>:\n<ul>\n<li>\u064a\u0645\u0643\u0646 \u0644\u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0628\u0633\u0647\u0648\u0644\u0629 \u0645\u0639 \u0644\u063a\u0627\u062a \u0628\u0631\u0645\u062c\u0629 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