{"id":38637,"date":"2025-06-17T23:35:33","date_gmt":"2025-06-18T02:35:33","guid":{"rendered":"https:\/\/mastertrend.info\/?p=38637"},"modified":"2026-01-03T18:55:15","modified_gmt":"2026-01-03T21:55:15","slug":"%d8%a8%d8%a7%d9%8a%d8%ab%d9%88%d9%86-%d9%81%d9%8a-%d8%a7%d9%84%d8%aa%d8%b9%d9%84%d9%85-%d8%a7%d9%84%d8%a2%d9%84%d9%8a","status":"publish","type":"post","link":"https:\/\/mastertrend.info\/ar\/python-en-machine-learning\/","title":{"rendered":"\u0628\u0627\u064a\u062b\u0648\u0646 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a: \u0627\u0643\u062a\u0634\u0641 \u0623\u0641\u0636\u0644 9 \u0645\u0643\u062a\u0628\u0627\u062a \ud83d\udcda\u2728"},"content":{"rendered":"

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\u0627\u0644\u0645\u0643\u062a\u0628\u0629 \u0647\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062d\u064a\u0648\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u062d\u0642\u064a\u0642 \u0647\u062f\u0641 \u0645\u062d\u062f\u062f. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u062a\u062d\u062a\u0648\u064a \u0645\u0643\u062a\u0628\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646 \u0639\u0644\u0649 \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u062a\u0645\u0643\u064a\u0646 \u062a\u062d\u0644\u064a\u0644 \u0646\u0635\u0648\u0635 \u0631\u0642\u0645\u064a\u0629 \u0639\u0627\u0644\u064a \u0627\u0644\u062c\u0648\u062f\u0629. \u0648\u0647\u0630\u0647 \u0645\u062c\u0631\u062f \u0648\u0627\u062d\u062f\u0629\u061b \u0625\u0630 \u062a\u0648\u0641\u0631 \u0628\u0627\u064a\u062b\u0648\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646\u0647\u0627. \u0625\u0644\u064a\u0643 \u062a\u0633\u0639 \u0645\u0643\u062a\u0628\u0627\u062a \u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0645\u0639 \u0623\u0645\u062b\u0644\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a\u0647\u0627: \ud83d\udcca\ud83d\udcda<\/p>\n

<\/span>\u0633\u0643\u064a\u062a-\u0644\u064a\u0631\u0646<\/strong><\/h3>\n

Scikit-Learn (\u0623\u0648 Sklearn) \u0647\u064a \u0645\u0643\u062a\u0628\u0629 \u062a\u0639\u0644\u0645 \u0622\u0644\u064a \u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0634\u0647\u064a\u0631\u0629 \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0645\u0646 \u0642\u0650\u0628\u0644 \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629. \u062a\u062a\u0636\u0645\u0646 \u0645\u064a\u0632\u0627\u062a\u0647\u0627 \u0646\u0645\u0627\u0630\u062c \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u062c\u0627\u0647\u0632\u0629\u060c \u0645\u062b\u0644 Iris\u060c \u0644\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u0628\u062f\u0621 \u0627\u0644\u0633\u0631\u064a\u0639. \u0643\u0645\u0627 \u064a\u064f\u0642\u062f\u0651\u0631 \u0627\u0644\u0645\u062d\u062a\u0631\u0641\u0648\u0646 \u0630\u0648\u0648 \u0627\u0644\u062e\u0628\u0631\u0629 \u062f\u0639\u0645\u0647\u0627 \u0627\u0644\u0642\u0648\u064a \u0644\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0645\u062a\u0628\u0627\u062f\u0644 \u0648\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629. \u0627\u062e\u062a\u0631 Scikit-Learn \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u062a\u0642\u0633\u064a\u0645 \u0639\u0645\u0644\u0627\u0626\u0643 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0633\u0644\u0648\u0643\u064a\u0627\u062a\u0647\u0645 \u0627\u0644\u0634\u0631\u0627\u0626\u064a\u0629. \ud83d\udecd\ufe0f\ud83d\udcc8<\/p>\n

<\/span>\u062a\u064a\u0646\u0633\u0648\u0631 \u0641\u0644\u0648<\/strong><\/h3>\n

\u0647\u0630\u0647 \u0627\u0644\u0645\u0643\u062a\u0628\u0629 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0647\u064a \u062b\u0645\u0631\u0629 \u062c\u0647\u0648\u062f \u0641\u0631\u064a\u0642 Google Brain. \u0648\u0642\u062f \u0627\u0643\u062a\u0633\u0628\u062a \u0634\u0639\u0628\u064a\u0629 \u0648\u0627\u0633\u0639\u0629 \u0628\u0639\u062f \u0625\u0635\u062f\u0627\u0631\u0647\u0627 \u0639\u0627\u0645 \u0662\u0660\u0661\u0665 \u0643\u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0644\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642. \u062a\u0633\u0627\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0645\u0643\u062a\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0639\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642. \u062a\u062c\u062f\u0631 \u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0625\u0644\u0649 \u0623\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0643\u062a\u0628\u0629 \u062a\u062a\u0637\u0644\u0628 \u0641\u0647\u0645\u064b\u0627 \u0639\u0645\u064a\u0642\u064b\u0627 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642. \u0625\u0646\u0647\u0627 \u0627\u0644\u062d\u0644 \u0627\u0644\u0623\u0645\u062b\u0644 \u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u062d\u062a\u0648\u0649 \u0648\u062a\u0648\u0635\u064a\u0627\u062a \u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0639\u0645\u0644\u0627\u0621 \u0639\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629. \ud83d\uded2\ud83d\udcbb<\/p>\n

<\/span>\u0643\u064a\u0631\u0627\u0633<\/strong><\/h3>\n

\u0635\u0645\u0645\u062a \u062c\u0648\u062c\u0644 \u0645\u0643\u062a\u0628\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0647\u0630\u0647\u060c \u0648\u0647\u064a \u0645\u0634\u0647\u0648\u0631\u0629 \u0628\u062a\u0643\u0627\u0645\u0644\u0647\u0627 \u0627\u0644\u0648\u062b\u064a\u0642 \u0645\u0639 TensorFlow \u0648\u0645\u0643\u062a\u0628\u062a\u0647\u0627 \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u0644\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629. \u062a\u0642\u062f\u0645 Keras \u062a\u0635\u0645\u064a\u0645\u064b\u0627 \u0645\u0639\u064a\u0627\u0631\u064a\u064b\u0627 \u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0643\u0645\u0627 \u0637\u0648\u0631\u062a \u062c\u0648\u062c\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u0643\u062a\u0628\u0629 \u0644\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u062a\u062c\u0631\u0628\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0623\u0648\u0644\u064a\u0629 \u0644\u0647\u0627\u060c \u0648\u0625\u0646\u062a\u0627\u062c\u0647\u0627. \u0627\u062e\u062a\u0631 Keras \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0623\u0647\u062f\u0627\u0641 \u0645\u062d\u062f\u062f\u0629 \u0641\u064a \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0623\u0648 \u0627\u0644\u0623\u0644\u0639\u0627\u0628. \ud83c\udfae\ud83e\udd16<\/p>\n

<\/span>\u0628\u0627\u064a \u062a\u0648\u0631\u0634<\/strong><\/h3>\n

\u064a\u062a\u0628\u0639 \u0647\u0630\u0627 \u0627\u0644\u0625\u0637\u0627\u0631 \u0645\u0643\u062a\u0628\u0629 Torch\u060c \u0648\u0647\u064a \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0644\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0645\u0643\u062a\u0648\u0628 \u0628\u0644\u063a\u0629 Lua. \u0635\u064f\u0645\u0645 \u0647\u0630\u0627 \u0627\u0644\u0625\u0637\u0627\u0631 \u0628\u0648\u0627\u0633\u0637\u0629 \u0645\u062e\u062a\u0628\u0631 \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u0641\u064a\u0633\u0628\u0648\u0643 \u0644\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0635\u0648\u0631. \u0627\u0644\u0645\u0631\u0634\u062d \u0627\u0644\u0645\u062b\u0627\u0644\u064a \u0644\u0640 PyTorch \u0647\u0648 \u0623\u064a \u0634\u062e\u0635 \u064a\u0639\u0645\u0644 \u0641\u064a \u0645\u062c\u0627\u0644 \u0643\u0634\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631. \ud83d\udcf7\ud83e\udde0<\/p>\n

<\/span>\u0627\u0644\u0628\u0627\u0646\u062f\u0627<\/strong><\/h3>\n

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<\/span>\u0646\u0627\u0645\u0628\u0627\u064a<\/strong><\/h3>\n

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\u064a\u064f\u0639\u062f Python \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0645\u0641\u062a\u0627\u062d\u064b\u0627 \u0644\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \ud83d\ude80\ud83e\udd13 \u0627\u0643\u062a\u0634\u0641 \u0644\u0645\u0627\u0630\u0627 \u062a\u0639\u062f \u0644\u063a\u0629 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0644\u0644\u062e\u0628\u0631\u0627\u0621 \u0648\u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0628\u062f\u0621 \u0627\u0644\u064a\u0648\u0645.<\/p>","protected":false},"author":1,"featured_media":51774,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","iawp_total_views":6,"jnews-multi-image_gallery":[],"jnews_single_post":{"format":"standard","override":[{"template":"1","parallax":"1","fullscreen":"1","layout":"right-sidebar","sidebar":"default-sidebar","second_sidebar":"default-sidebar","sticky_sidebar":"1","share_position":"top","share_float_style":"share-monocrhome","show_share_counter":"1","show_view_counter":"1","show_featured":"1","show_post_meta":"1","show_post_author":"1","show_post_author_image":"1","show_post_date":"1","post_date_format":"default","post_date_format_custom":"Y\/m\/d","show_post_category":"1","show_post_reading_time":"1","post_reading_time_wpm":"300","post_calculate_word_method":"str_word_count","show_zoom_button":"1","zoom_button_out_step":"2","zoom_button_in_step":"3","show_post_tag":"1","show_prev_next_post":"1","show_popup_post":"1","number_popup_post":"1","show_author_box":"1","show_post_related":"0","show_inline_post_related":"0"}],"image_override":[{"single_post_thumbnail_size":"crop-500","single_post_gallery_size":"crop-500"}],"trending_post_position":"meta","trending_post_label":"Trending","sponsored_post_label":"Sponsored by","disable_ad":"0","subtitle":""},"jnews_primary_category":[],"jnews_social_meta":[],"jnews_review":[],"enable_review":"","type":"percentage","name":"","summary":"","brand":"","sku":"","good":[],"bad":[],"score_override":"","override_value":"","rating":[],"price":[],"jnews_override_counter":{"view_counter_number":"0","share_counter_number":"0","like_counter_number":"0","dislike_counter_number":"0"},"footnotes":""},"categories":[880],"tags":[1445,1622,1558],"class_list":["post-38637","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia","tag-evergreencontent","tag-innovacion","tag-techtips"],"_links":{"self":[{"href":"https:\/\/mastertrend.info\/ar\/wp-json\/wp\/v2\/posts\/38637","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mastertrend.info\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mastertrend.info\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mastertrend.info\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mastertrend.info\/ar\/wp-json\/wp\/v2\/comments?post=38637"}],"version-history":[{"count":11,"href":"https:\/\/mastertrend.info\/ar\/wp-json\/wp\/v2\/posts\/38637\/revisions"}],"predecessor-version":[{"id":104159,"href":"https:\/\/mastertrend.info\/ar\/wp-json\/wp\/v2\/posts\/38637\/revisions\/104159"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mastertrend.info\/ar\/wp-json\/wp\/v2\/media\/51774"}],"wp:attachment":[{"href":"https:\/\/mastertrend.info\/ar\/wp-json\/wp\/v2\/media?parent=38637"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mastertrend.info\/ar\/wp-json\/wp\/v2\/categories?post=38637"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mastertrend.info\/ar\/wp-json\/wp\/v2\/tags?post=38637"}],"curies":[{"name":"\u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}