[{"channel_id":1723629119,"post_id":656,"date":1773304040000,"views":"240","text":"<a href=\"tg:\/\/resolve?domain=pythonrabota\">@pythonrabota<\/a> - \u0441\u0435\u0439\u0447\u0430\u0441 \u043e\u0441\u043d\u043e\u0432\u043d\u043e\u0439 \u043a\u0430\u043d\u0430\u043b \u043f\u043e \u043f\u043e\u0438\u0441\u043a\u0443 \u0440\u0430\u0431\u043e\u0442\u044b \u0434\u043b\u044f \u043f\u0438\u0442\u043e\u043d\u0438\u0441\u0442\u043e\u0432. \u0422\u043e\u043b\u044c\u043a\u043e \u0447\u0442\u043e \u0437\u0430\u043f\u043e\u0441\u0442\u0438\u043b\u0438 \u0432\u0430\u043a\u0430\u043d\u0441\u0438\u044e &quot;Junior Python \u0432 \u0441\u0431\u0435\u0440&quot; \u0443\u0434\u0438\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e - \u043d\u043e \u0434\u043e \u0441\u0438\u0445 \u043f\u043e\u0440 \u0442\u0430\u043a\u0438\u0435 \u0432\u0430\u043a\u0430\u043d\u0441\u0438\u0438 \u0435\u0441\u0442\u044c.","text_length":172},{"channel_id":1723629119,"post_id":655,"date":1758982776000,"forwards":"2","views":"1.9K","text":"<img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5386488420589667945\/thumb.webp?hash=v2KfqMCYuGXSen-EnD4OHQ&ts=1775677865' alt='\ud83d\udc0d'> <a href=\"https:\/\/t.me\/jobfortester\" target=\"_blank\" rel=\"noreferrer nofollow\"><b> \u0412\u0430\u043a\u0430\u043d\u0441\u0438\u0438 \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u043e\u0432<\/b><\/a><br><br>\u0418\u0449\u0435\u0448\u044c \u0440\u0430\u0431\u043e\u0442\u0443 \u0432 \u0441\u0444\u0435\u0440\u0435 QA? \u0423\u0441\u0442\u0430\u043b \u043f\u0440\u043e\u043b\u0438\u0441\u0442\u044b\u0432\u0430\u0442\u044c \u0441\u043e\u0442\u043d\u0438 \u043d\u0435\u0430\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0445 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u0439?<br>\u041f\u043e\u0434\u043f\u0438\u0441\u044b\u0432\u0430\u0439\u0441\u044f \u043d\u0430 \u043a\u0430\u043d\u0430\u043b \ud83d\udc49 \u00ab\u0412\u0430\u043a\u0430\u043d\u0441\u0438\u0438 \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u043e\u0432\u00bb<br><br><b>\u0427\u0442\u043e \u0442\u0435\u0431\u044f \u0436\u0434\u0451\u0442:<\/b><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5390904012042153181\/thumb.webp?hash=b3eLB_H2bGK3h9psfsAt7w&ts=1775677865' alt='\u2714\ufe0f'> \u0421\u0432\u0435\u0436\u0438\u0435 \u0432\u0430\u043a\u0430\u043d\u0441\u0438\u0438 \u043a\u0430\u0436\u0434\u044b\u0439 \u0434\u0435\u043d\u044c<br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5390904012042153181\/thumb.webp?hash=b3eLB_H2bGK3h9psfsAt7w&ts=1775677865' alt='\u2714\ufe0f'> Junior, Middle, Senior \u2014 \u0434\u043b\u044f \u043b\u044e\u0431\u043e\u0433\u043e \u0443\u0440\u043e\u0432\u043d\u044f<br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5390904012042153181\/thumb.webp?hash=b3eLB_H2bGK3h9psfsAt7w&ts=1775677865' alt='\u2714\ufe0f'> \u0420\u0443\u0447\u043d\u043e\u0435 \u0438 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0435 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435<br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5390904012042153181\/thumb.webp?hash=b3eLB_H2bGK3h9psfsAt7w&ts=1775677865' alt='\u2714\ufe0f'> \u0422\u043e\u043b\u044c\u043a\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u0435\u043d\u043d\u044b\u0435 \u0440\u0430\u0431\u043e\u0442\u043e\u0434\u0430\u0442\u0435\u043b\u0438<br><br>\u041d\u0435 \u0443\u043f\u0443\u0441\u0442\u0438 \u0448\u0430\u043d\u0441 \u043d\u0430\u0439\u0442\u0438 \u0440\u0430\u0431\u043e\u0442\u0443 \u043c\u0435\u0447\u0442\u044b!<br><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5258514780469075716\/thumb.webp?hash=O17UJI8G_3GU9DHSm3RjSQ&ts=1775677865' alt='\ud83d\uddc2'> \u041f\u043e\u0434\u043f\u0438\u0441\u044b\u0432\u0430\u0439\u0441\u044f \u0438 \u0431\u0443\u0434\u044c \u043f\u0435\u0440\u0432\u044b\u043c, \u043a\u0442\u043e \u0443\u0437\u043d\u0430\u0435\u0442 \u043e \u043d\u043e\u0432\u044b\u0445 \u0432\u0430\u043a\u0430\u043d\u0441\u0438\u044f\u0445.<br><br><a href=\"https:\/\/t.me\/jobfortester\" target=\"_blank\" rel=\"noreferrer nofollow\"><b>[\u0412\u0430\u043a\u0430\u043d\u0441\u0438\u0438 \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u043e\u0432]<\/b><\/a>","text_length":461,"media":{"root":"\/006\/jwIAAD9-vGYAAAAAalFeSuXW0EM","photo":{"thumbs":{"m":{"w":320,"h":213,"hash":"i4sf0_srvsmDQOWoJOkItg&ts=1775677865"},"x":{"w":800,"h":533,"hash":"EEW4WCojs5-asqYqvPjaGg&ts=1775677865"},"y":{"w":1280,"h":853,"hash":"2xwWzM7tvPbkkjhoYaJtQA&ts=1775677865"},"i":{"bytes":"AbACg|DHooqVYSyBg6DPYnBrQBhRl6jsD+BpKtES9N8f3cY3+2KiMDKm4snTOM80ICKiiiqASphcEADy4jj\/AGOtQ0tSBObnP\/LGH\/vij7R6Qxf981BS1VgFY7mJwBk5wKKSimM\/\/9k="}}}}},{"channel_id":1723629119,"post_id":653,"date":1758807900000,"forwards":"4","views":"233","text":"<a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/pypi.org\/project\/rembg\">rembg<\/a> - \u044d\u0442\u043e \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430 \u0434\u043b\u044f \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u044f \u0444\u043e\u043d\u0430 \u0443 \u043b\u044e\u0431\u043e\u0433\u043e \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f.<br>\u0420\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u043e\u0439 \u0441\u0435\u0442\u0438.<br>\u0418 \u0442\u0430\u043a\u0436\u0435 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043a\u043e\u043d\u0441\u043e\u043b\u044c\u043d\u043e\u0439 \u0443\u0442\u0438\u043b\u0438\u0442\u043e\u0439.<br><br>\u041e\u0442\u043a\u0440\u044b\u0442\u044c \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435 \u043c\u043e\u0436\u043d\u043e \u043a\u0430\u043a \u043c\u0430\u0441\u0441\u0438\u0432 \u0431\u0430\u0439\u0442\u043e\u0432, \u043b\u0438\u0431\u043e \u0447\u0435\u0440\u0435\u0437 PIL.<br>\u041e\u0431\u0430 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430 rembg \u043f\u043e\u043d\u0438\u043c\u0430\u0435\u0442.<br>\u0410 \u0434\u043b\u044f \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u044f \u0444\u043e\u043d\u0430 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0438\u043c\u043f\u043e\u0440\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0438 \u0432\u044b\u0437\u0432\u0430\u0442\u044c \u043c\u0435\u0442\u043e\u0434 <code>remove(input)<\/code>.<br><br>\u0421\u0442\u0430\u0432\u0438\u0442\u0441\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439 \u2699\ufe0f <code>pip install rembg[gpu,cli]<br><\/code>\u0414\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u044f \u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u043a\u043e\u0434\u0430 <a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/github.com\/danielgatis\/rembg\">\u0437\u0434\u0435\u0441\u044c<\/a>.","text_length":386,"grouped_id":14070463200698634,"media":{"gallery":[{"root":"\/001\/jQIAAD9-vGYAAAAALfQ0QDCbXEc","photo":{"thumbs":{"m":{"w":320,"h":204,"hash":"yS1uX0MDIXO3nzhRkc_MMA&ts=1775677865"},"x":{"w":800,"h":510,"hash":"mz7c1CZA9fAC_d4BELsv1A&ts=1775677865"},"y":{"w":1118,"h":713,"hash":"-jX50CgzBjeU0ihoUZEQyA&ts=1775677865"},"i":{"bytes":"AZACg|DPMkRQjy+fUUsADzAJFnjp1pXgIi3eVICOpK8U612eeNiSNlSCAOaAEnVYpF3wFQR0ziiKaBVw0IPPfmnXZdPKDI6kKR8wxmnW8iiEBomY5yWC0AVGKEkgEegop8rRsMBCrAnJ9aKALUkjm2bc46dNvX9arxrI867CoYgYPSoTQvWqEie4WUSrvYMx4H+TU9sk5t02SRhcnAJPFVH\/AIaE+4PrQ0FxJNwJzjliciimt1opDP\/Z"}}}},{"root":"\/003\/jgIAAD9-vGYAAAAAIPQX62YT9ug","photo":{"thumbs":{"m":{"w":320,"h":153,"hash":"jwwJ65SPc3Pc-4aLY2mGKA&ts=1775677865"},"x":{"w":745,"h":356,"hash":"KhHPG8q1bPSdmU0V8iEXAg&ts=1775677865"},"i":{"bytes":"ATACg|DNHb5c\/hSjGfunH0oG4AHIx9KAGzwR+VMBh69MUUp+o4pKBBRRRQAoJwKXcfb8qKKAGnrRRRQAUUUUAf\/Z"}}}}]}},{"channel_id":1723629119,"post_id":652,"date":1758793333000,"forwards":"2","views":"512","text":"<img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5364102539941780695\/thumb.webp?hash=TgN2pMoeS_x1ldUbtSuDsg&ts=1775677865' alt='\ud83d\ude09'> <b>\u0414\u0430\u0432\u043d\u043e \u043c\u0435\u0447\u0442\u0430\u0435\u0442\u0435 \u043f\u043e\u043f\u0440\u043e\u0431\u043e\u0432\u0430\u0442\u044c \u0441\u0435\u0431\u044f \u0432 \u0430\u0432\u0442\u043e\u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u043d\u0430 Python? <\/b><a href=\"https:\/\/t.me\/qa_guru\" target=\"_blank\" rel=\"noreferrer nofollow\">QA.GURU<\/a><b> \u0434\u0430\u0440\u044f\u0442 \u0442\u0430\u043a\u0443\u044e \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c:<\/b><br><br><a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/qa.guru\/go-python\">\u0417\u0430\u0431\u0438\u0440\u0430\u0439\u0442\u0435 \u0430\u0431\u0441\u043e\u043b\u044e\u0442\u043d\u043e \u0431\u0435\u0441\u043f\u043b\u0430\u0442\u043d\u043e \u043c\u0438\u043d\u0438-\u043d\u0430\u0431\u043e\u0440 \u0434\u043b\u044f \u0441\u0442\u0430\u0440\u0442\u0430 \u0432 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438<\/a> \u2014 \u0441\u043c\u043e\u0442\u0440\u0438\u0442\u0435 \u0432\u0435\u0431\u0438\u043d\u0430\u0440, \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0439\u0442\u0435 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0437\u0430\u0434\u0430\u043d\u0438\u0435 \u043d\u0430 \u0442\u0440\u0435\u043d\u0430\u0436\u0435\u0440\u0435 \u0441 \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u0435\u043c \u0430\u0432\u0442\u043e\u0442\u0435\u0441\u0442\u0430, \u0438\u0437\u0443\u0447\u0430\u0439\u0442\u0435 \u043a\u0430\u0440\u044c\u0435\u0440\u043d\u044b\u0439 \u0433\u0430\u0439\u0434 \u0438 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u0435 \u0441\u0435\u043a\u0440\u0435\u0442\u043d\u044b\u0439 \u0431\u043e\u043d\u0443\u0441!<img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5325547803936572038\/thumb.webp?hash=FAysXjT3yfFKBkod1ev-_A&ts=1775677865' alt='\u2728'><br><br><b>\u2014 \u0423\u0440\u043e\u043a \u0441 \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u0435\u043c \u043a\u043e\u0434\u0430<\/b><blockquote><b>\u041d\u0430 \u0443\u0440\u043e\u043a\u0435:<br><\/b><br>\u2022 \u041d\u0430\u043f\u0438\u0448\u0435\u0442\u0435 \u0441\u0432\u043e\u0439 \u043f\u0435\u0440\u0432\u044b\u0439 \u0430\u0432\u0442\u043e\u0442\u0435\u0441\u0442 \u2014 \u0434\u0430\u0436\u0435 \u0431\u0435\u0437 \u043e\u043f\u044b\u0442\u0430 \u0432 \u043a\u043e\u0434\u0435.<br>\u2022 \u0420\u0430\u0437\u0431\u0435\u0440\u0451\u0442\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 <b>Selenium, Playwright<\/b> \u0438 <b>Selene<\/b>.<br>\u2022 \u041f\u043e\u0439\u043c\u0451\u0442\u0435, \u043a\u0430\u043a \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c Web, Mobile \u0438 API \u0432 \u043e\u0434\u043d\u043e\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u0435.<br>\u2022 \u0423\u0437\u043d\u0430\u0435\u0442\u0435 \u0442\u0440\u0435\u043d\u0434\u044b QA \u0438 \u0444\u0438\u0448\u043a\u0438 \u0438\u0437 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0438.<br>\u2022 \u0412\u044b\u044f\u0441\u043d\u0438\u0442\u0435, \u043a\u0430\u043a \u0441\u0442\u0430\u0440\u0442\u043e\u0432\u0430\u0442\u044c \u0432 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0438, \u043f\u0440\u043e\u0439\u0442\u0438 \u0441\u043e\u0431\u0435\u0441\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u0432\u044b\u0434\u0435\u043b\u0438\u0442\u044c\u0441\u044f \u0441\u0440\u0435\u0434\u0438 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u043e\u0432.<\/blockquote><b>\u2014 \u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0430 \u0432 \u0442\u0440\u0435\u043d\u0430\u0436\u0435\u0440\u0435<\/b><blockquote><b>\u041f\u043e\u0441\u043b\u0435 \u0443\u0440\u043e\u043a\u0430 \u0432\u044b \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u0435 \u0434\u043e\u0441\u0442\u0443\u043f \u043a \u0438\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0439 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0435, \u0433\u0434\u0435:<br><\/b><br>\u2022 \u041f\u043e\u0432\u0442\u043e\u0440\u0438\u0442\u0435 \u043a\u043e\u0434 \u0438 \u0437\u0430\u0434\u0430\u043d\u0438\u044f \u0438\u0437 \u0437\u0430\u043d\u044f\u0442\u0438\u044f.<br>\u2022 \u0412\u044b\u043f\u043e\u043b\u043d\u0438\u0442\u0435 \u0440\u0430\u0431\u043e\u0442\u0443 \u0432 \u0443\u0441\u043b\u043e\u0432\u0438\u044f\u0445, \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u0431\u043b\u0438\u0437\u043a\u0438\u0445 \u043a \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u0435.<br>\u2022 \u0417\u0430\u043a\u0440\u0435\u043f\u0438\u0442\u0435 \u043d\u0430\u0432\u044b\u043a \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0430\u0432\u0442\u043e\u0442\u0435\u0441\u0442\u0430\u043c\u0438 \u043d\u0430 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u0435.<\/blockquote><b>\u2014 \u041a\u0430\u0440\u044c\u0435\u0440\u043d\u044b\u0439 \u0433\u0430\u0439\u0434 \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0442\u043e\u0440\u043e\u0432 \u043d\u0430 Python<\/b><blockquote><b>\u0412\u043d\u0443\u0442\u0440\u0438:<br><\/b><br>\u2022 \u0412\u043e\u043f\u0440\u043e\u0441\u044b \u0441 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0445 \u0441\u043e\u0431\u0435\u0441\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0439.<br>\u2022 \u0427\u0430\u0441\u0442\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438 \u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u044f.<br>\u2022 \u041a\u0440\u0438\u0442\u0435\u0440\u0438\u0438 \u043e\u0446\u0435\u043d\u043a\u0438 Junior \/ Middle \/ Senior.<br>\u2022 \u041f\u043e\u0434\u0431\u043e\u0440\u043a\u0430 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0445 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432 \u0434\u043b\u044f \u0440\u043e\u0441\u0442\u0430: \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u044f, \u043a\u043d\u0438\u0433\u0438, \u0437\u0430\u0434\u0430\u0447\u0438 \u0438 QA-\u0447\u0430\u0442\u044b.<\/blockquote>\u2014 <b>\u0421\u0435\u043a\u0440\u0435\u0442\u043d\u044b\u0439 \u0431\u043e\u043d\u0443\u0441 \u043e\u0442 <\/b><a href=\"https:\/\/t.me\/qa_guru\" target=\"_blank\" rel=\"noreferrer nofollow\">QA.GURU<\/a> <img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5431609822288033666\/thumb.webp?hash=L8smu33XlUozWD9kHIgxJw&ts=1775677865' alt='\ud83e\udd2b'><br><del>\u041f\u043e\u0441\u043b\u0435 \u043f\u0440\u043e\u0445\u043e\u0436\u0434\u0435\u043d\u0438\u044f \u043c\u0438\u043d\u0438-\u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u0432\u0430\u043c \u043e\u0442\u043a\u0440\u043e\u0435\u0442\u0441\u044f \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u044c\u043d\u0430\u044f \u0441\u043a\u0438\u0434\u043a\u0430 10% \u043d\u0430 \u043f\u043e\u043b\u043d\u044b\u0439 \u043a\u0443\u0440\u0441 <\/del><a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"http:\/\/QA.GURU\"><del>QA.GURU<\/del><\/a><del>! <br><\/del><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5271604874419647061\/thumb.webp?hash=mheOyhSrj2ZFFLK1dk64Kw&ts=1775677865' alt='\ud83d\udd17'> <a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/qa.guru\/go-python\">\u0417\u0430\u0431\u0440\u0430\u0442\u044c \u0432\u0441\u0451 \u044d\u0442\u043e \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u044f\u043c\u043e \u0441\u0435\u0439\u0447\u0430\u0441 \u043f\u043e \u0441\u0441\u044b\u043b\u043a\u0435!<\/a><br><br><a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/qa.guru\/go-python\">\u041d\u0430\u0447\u043d\u0438\u0442\u0435 \u0441\u0432\u043e\u0439 \u043f\u0443\u0442\u044c \u0432 \u0430\u0432\u0442\u043e\u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u0443\u0436\u0435 \u0441\u0435\u0439\u0447\u0430\u0441 \u0432\u043c\u0435\u0441\u0442\u0435 \u0441 \u043f\u043e\u043b\u0435\u0437\u043d\u043e\u0439 \u043f\u043e\u0434\u0431\u043e\u0440\u043a\u043e\u0439, \u043a\u043e\u0442\u043e\u0440\u0443\u044e QA.GURU \u0434\u0430\u0440\u044f\u0442 \u0432\u0430\u043c \u0431\u0435\u0441\u043f\u043b\u0430\u0442\u043d\u043e! \u042d\u0442\u043e \u043e\u0442\u043b\u0438\u0447\u043d\u044b\u0439 \u0448\u0430\u043d\u0441 \u043f\u043e\u0433\u0440\u0443\u0437\u0438\u0442\u044c\u0441\u044f \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0432 \u0442\u0435\u043e\u0440\u0438\u044e, \u043d\u043e \u0438 \u043f\u043e\u043f\u0440\u0430\u043a\u0442\u0438\u043a\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u0432\u0440\u0435\u043c\u0435\u043d\u0438!<\/a>","text_length":1539,"media":{"root":"\/003\/jAIAAD9-vGYAAAAAIPQX62YT9ug","photo":{"thumbs":{"m":{"w":320,"h":320,"hash":"XK-XzTWpa47Z9kdJsgz4Qw&ts=1775677865"},"x":{"w":800,"h":800,"hash":"7E6xoN-QaXaNY9uX1V7R_Q&ts=1775677865"},"y":{"w":1280,"h":1280,"hash":"f7WwKG5EeRuC_apoPke13w&ts=1775677865"},"i":{"bytes":"AoACg|DWL44IP5imq2TkK3PuP8aV9iqWYKB64pcBQegz3oAUNkfdI\/Kgk\/3TTMf9NP1H+FOzggcn3oAUE+hopGXPIJB9aKBDXBIGCaFBCckk\/WnYyOpBoI4oAACPWqOpXjWskQVQc5PNXhnuKhntILhgZUyR05NAyrZ6i09wYGiwSCc784oqzDZW8D74o9r4xnJ\/rRQBOzhTjDHvwKjlaR4z5Pytn+IUUUCexU+y3H+xSGzmyMEZ780UVfOzP2USWG2ZJVb0P97NFFFS3cqMUkf\/2Q=="}}}}},{"channel_id":1723629119,"post_id":651,"date":1758518880000,"forwards":"3","views":"183","text":"<a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/github.com\/scrapy\/scrapy\">Scrapy<\/a> - \u044d\u0442\u043e \u0431\u044b\u0441\u0442\u0440\u044b\u0439 \u0432\u044b\u0441\u043e\u043a\u043e\u0443\u0440\u043e\u0432\u043d\u0435\u0432\u044b\u0439 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a \u0434\u043b\u044f \u0432\u0435\u0431-\u0441\u043a\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430. \u0421\u043a\u0430\u043d\u0438\u0440\u0443\u0439\u0442\u0435 \u0432\u0435\u0431-\u0441\u0430\u0439\u0442\u044b \u0438 \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u0439\u0442\u0435 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0441 \u0438\u0445 \u0441\u0442\u0440\u0430\u043d\u0438\u0446. \u0415\u0433\u043e \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0434\u043b\u044f: \u0448\u0438\u0440\u043e\u043a\u0438\u0439 \u0441\u043f\u0435\u043a\u0442\u0440 \u0446\u0435\u043b\u0435\u0439, \u043e\u0442 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043e \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430 \u0438 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f.<br><br><u>\u041e\u0441\u043d\u043e\u0432\u043d\u044b\u043c\u0438 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044f\u043c\u0438 Scrapy \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f<\/u>: <br> <br>\ud83d\udd34 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0438 \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0430\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u043e\u0441\u0442\u0438; <br>\ud83d\udd34 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0437 HTML \u0438 XML \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e XPath \u0438 CSS-\u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440\u043e\u0432; <br>\ud83d\udd34 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u0430\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0432\u0435\u0431-\u0444\u043e\u0440\u043c \u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0441\u0435\u0441\u0441\u0438\u044f\u043c\u0438; <br>\ud83d\udd34 \u0440\u0430\u0441\u0448\u0438\u0440\u044f\u0435\u043c\u043e\u0441\u0442\u044c \u0437\u0430 \u0441\u0447\u0451\u0442 \u043e\u0433\u0440\u043e\u043c\u043d\u043e\u0433\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u043f\u043b\u0430\u0433\u0438\u043d\u043e\u0432, \u0443\u043f\u0440\u043e\u0449\u0430\u044e\u0449\u0438\u0445 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0443 \u0438 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0443 \u0432\u0435\u0431-\u043f\u0430\u0443\u043a\u043e\u0432.<br><br>\u0421\u0442\u0430\u0432\u0438\u0442\u0441\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439 \u2699\ufe0f <code>pip install scrapy<\/code> <br>\u0414\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u044f \u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u043a\u043e\u0434\u0430 <a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/github.com\/scrapy\/scrapy\"><i>\u0437\u0434\u0435\u0441\u044c<\/i><\/a>","text_length":737,"media":{"root":"\/00c\/iwIAAD9-vGYAAAAAoszWJvz81do","photo":{"thumbs":{"m":{"w":320,"h":172,"hash":"B7LATFD97WpKP9-VtCBsAA&ts=1775677865"},"x":{"w":800,"h":430,"hash":"W3t3aSr7FENZhQU9CIQ9Xg&ts=1775677865"},"y":{"w":1280,"h":688,"hash":"l9O57DAsvLE7OqKAyKP6tA&ts=1775677865"},"i":{"bytes":"AVACg|CpLI\/mMA5HNRmWT++1Ep\/fN9ab+P6VJq27h50n98\/nSebJ\/fNBHv8ApTKZN2SxyOZBljiimR\/6wfWigabLMkWXJz+lM8s4+8aKKRTSG+Weu803yveiimKyFWPDDmiiikJH\/9k="}}}}},{"channel_id":1723629119,"post_id":650,"date":1758478609000,"views":"198","text":"<b>DevPyConf \u043d\u0430 C\u0442\u0430\u0447\u043a\u0435<\/b><br>Python-\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430\u2502 3 \u043e\u043a\u0442\u044f\u0431\u0440\u044f \u2502 \u0421\u0430\u043d\u043a\u0442-\u041f\u0435\u0442\u0435\u0440\u0431\u0443\u0440\u0433<br><br>\u041d\u0430 DevPyConf \u0441\u043e\u0431\u0435\u0440\u0443\u0442\u0441\u044f \u0432\u0435\u0434\u0443\u0449\u0438\u0435 Python \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438, \u0447\u0442\u043e\u0431\u044b \u043e\u0431\u0441\u0443\u0434\u0438\u0442\u044c \u0442\u0440\u0435\u043d\u0434\u044b, \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0443 \u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b.<br><br><b>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0442\u0440\u0435\u043a\u0438 \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u0438:<\/b><blockquote><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5382319888540912940\/thumb.webp?hash=cQNhdnSXtvs2oirs_etDkQ&ts=1775677865' alt='\u23fa\ufe0f'> \u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u0438 python<br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5382319888540912940\/thumb.webp?hash=cQNhdnSXtvs2oirs_etDkQ&ts=1775677865' alt='\u23fa\ufe0f'> \u0421\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0439 ML, AI \u0442\u0443\u043b\u0438\u043d\u0433<\/blockquote><b>\u0412\u044b\u0441\u0442\u0443\u043f\u044f\u0442 \u0441\u043f\u0438\u043a\u0435\u0440\u044b:<\/b><blockquote><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5382213596690270440\/thumb.webp?hash=VvmNQAmBrhoIEhPkMmMnEQ&ts=1775677865' alt='\u23fa\ufe0f'> <b>\u041c\u0438\u0445\u0430\u0438\u043b \u0413\u0443\u0440\u0431\u0430\u043d\u043e\u0432<\/b>, TechLead \u0432 \u0420\u0430\u0439\u0444\u0444\u0430\u0439\u0437\u0435\u043d\u0431\u0430\u043d\u043a\u0435. <i>\u0422\u0435\u043c\u0430 \u0434\u043e\u043a\u043b\u0430\u0434\u0430: \u00ab\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432 \u0432 AI \u043b\u0430\u043d\u0434\u0448\u0430\u0444\u0442\u0435\u00bb<\/i><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5382213596690270440\/thumb.webp?hash=VvmNQAmBrhoIEhPkMmMnEQ&ts=1775677865' alt='\u23fa\ufe0f'> <b>\u042e\u0440\u0438\u0439 \u041c\u0430\u0440\u043a\u0438\u043d<\/b>, \u0421\u0442\u0430\u0440\u0448\u0438\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a \u0432 X5 Tech. <i>\u0422\u0435\u043c\u0430 \u0434\u043e\u043a\u043b\u0430\u0434\u0430: \u00abPythorust \u043d\u0435 \u0441\u0435\u0440\u0435\u0431\u0440\u044f\u043d\u0430\u044f \u043f\u0443\u043b\u044f\u00bb<\/i><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5382213596690270440\/thumb.webp?hash=VvmNQAmBrhoIEhPkMmMnEQ&ts=1775677865' alt='\u23fa\ufe0f'> <b>\u0410\u043b\u0435\u043a\u0441\u0430\u043d\u0434\u0440 \u041a\u0443\u0447\u0438\u043d<\/b>, Python \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a \u0432 \u041b\u0438\u0442\u0440\u0435\u0441. <i>\u0422\u0435\u043c\u0430 \u0434\u043e\u043a\u043b\u0430\u0434\u0430: \u00ab\u041c\u044b \u0443\u043c\u0435\u043d\u044c\u0448\u0438\u043b\u0438 \u0434\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043d\u0430\u0448\u0435\u0433\u043e \u043f\u0430\u0439\u043f\u043b\u0430\u0439\u043d\u0430 \u0432 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0440\u0430\u0437 - \u0434\u043e 17 \u043c\u0438\u043d\u0443\u0442\u00bb<\/i><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5382213596690270440\/thumb.webp?hash=VvmNQAmBrhoIEhPkMmMnEQ&ts=1775677865' alt='\u23fa\ufe0f'> <b>\u0421\u0435\u0440\u0433\u0435\u0439 \u0412\u043e\u043b\u043a\u043e\u0432<\/b>, Team Lead \u0432 \u0421\u0431\u0435\u0440\u0435. <i>\u0422\u0435\u043c\u0430 \u0434\u043e\u043a\u043b\u0430\u0434\u0430: \u00ab\u041c\u0435\u0442\u0440\u0438\u043a\u0438 \u0431\u0435\u0437 \u0431\u043e\u043b\u0438: AI-\u0430\u0433\u0435\u043d\u0442 \u0432\u043c\u0435\u0441\u0442\u043e BI-\u043d\u0430\u0432\u0438\u0433\u0430\u0446\u0438\u0438\u00bb<\/i><\/blockquote><b>\u041f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0430 \u0438 \u0431\u0438\u043b\u0435\u0442\u044b \u043d\u0430 <\/b><a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/spb25.nastachku.ru\/lp\/proekt-1\/doklady?track=3&amp;sectionIds=158\"><b>\u0441\u0430\u0439\u0442\u0435<\/b><\/a><br><br>\u0421\u043b\u0435\u0434\u0438\u0442\u0435 \u0437\u0430 \u043d\u043e\u0432\u043e\u0441\u0442\u044f\u043c\u0438 \u0432 <a href=\"https:\/\/t.me\/nastachku2024\" target=\"_blank\" rel=\"noreferrer nofollow\">\u0422\u0435\u043b\u0435\u0433\u0440\u0430\u043c\u0435<\/a> \u0438 <a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/vk.com\/nastachku\">\u0412\u041a<\/a>","text_length":768,"media":{"root":"\/00c\/igIAAD9-vGYAAAAAoszWJvz81do","photo":{"thumbs":{"m":{"w":318,"h":320,"hash":"vt8O5BLy0oAT8ALyge4doQ&ts=1775677865"},"x":{"w":794,"h":800,"hash":"1Zrj3L8G571wptkZGsD6kA&ts=1775677865"},"y":{"w":957,"h":964,"hash":"oagCDoSr5cBdgLRrYLWqhA&ts=1775677865"},"i":{"bytes":"AoACg|BmFUYPOetUbqAREMp+U9vSpnd7eXL5dCeDUEhknYMRwThapmUE7kFWLR3D4Xle9NNrMucpjHXkU0F4Wz0z+NJGj1Vi1dQqyeaOD396KrzXDSgA8AdhRQ2KKaReADREScrjkmqBfbIu05VGyM03zpPL2bjt9KRVLuqryWOBQ2EY2LBuCVwRF3\/hNNEwG4bYjuPXaaeNNuiRiI81H9mdZmjkGCv3qRQyKFpORwPU0VoRoEUHoB0oqrGTmZVOVirBgcEHINFFSak\/265\/56n8hTBcSeaXY7ieue9FFAFxsXMQKNhhyKKKKrcwcnF2R\/\/Z"}}}}},{"channel_id":1723629119,"post_id":649,"date":1757926653000,"forwards":"7","views":"141","text":"<b>40 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u043e\u0432<\/b><br><b><br>\u0410\u0432\u0442\u043e\u0440: <\/b>\u0410\u0445\u043c\u0430\u0434 \u0418\u043c\u0440\u0430\u043d  <br><b>\u0413\u043e\u0434 \u0438\u0437\u0434\u0430\u043d\u0438\u044f:<\/b> 2023<br><br>#python #algorithms #ru<br><br><a href=\"https:\/\/t.me\/readandget\/250\" target=\"_blank\" rel=\"noreferrer nofollow\">\u0421\u043a\u0430\u0447\u0430\u0442\u044c \u043a\u043d\u0438\u0433\u0443<\/a>","text_length":93,"media":{"root":"\/003\/iQIAAD9-vGYAAAAAIPQX62YT9ug","photo":{"thumbs":{"m":{"w":225,"h":320,"hash":"R17nL8PWV3RuA1sja_JBew&ts=1775677865"},"x":{"w":563,"h":800,"hash":"D6pISWX74uvv-EbwUUgozg&ts=1775677865"},"y":{"w":775,"h":1101,"hash":"jI8QUQwCjDBw-MP9FroXIQ&ts=1775677865"},"i":{"bytes":"AoABw|CvHEjRgkSbj3A4pRAh\/wCevH+zTY9m0bnUe2DmnnywB+8Q\/wDATQAnkKRx5mfde9V6ez8kAL9cUygC6PLx\/ql\/KjCnpEtIppykMaxsb3EwneNffgUbU\/uL+VDHHamOMmiwXI9\/+0cfQU5ZlAxz+VFFacqMedlny4yBk8iqs20SEZPFFFZR1N6miP\/Z"}}}}},{"channel_id":1723629119,"post_id":648,"date":1755098700000,"views":"150","text":"<b>join \u2014 \u043c\u0435\u0442\u043e\u0434, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u044f\u0435\u0442 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b \u0432 \u0438\u0442\u0435\u0440\u0438\u0440\u0443\u0435\u043c\u043e\u043c \u043e\u0431\u044a\u0435\u043a\u0442\u0435 \u0432 \u043e\u0434\u043d\u0443 \u0441\u0442\u0440\u043e\u043a\u0443, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u0443\u043a\u0430\u0437\u0430\u043d\u043d\u044b\u0439 \u0440\u0430\u0437\u0434\u0435\u043b\u0438\u0442\u0435\u043b\u044c.<br><br><\/b>Join \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0435\u0442 \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432 \u0438\u0442\u0435\u0440\u0438\u0440\u0443\u0435\u043c\u044b\u0439 \u043e\u0431\u044a\u0435\u043a\u0442 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0441\u043f\u0438\u0441\u043e\u043a, \u043a\u043e\u0440\u0442\u0435\u0436 \u0438\u043b\u0438 \u0441\u0442\u0440\u043e\u043a\u0443). \u041e\u043d\u0430 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 \u043d\u043e\u0432\u0443\u044e \u0441\u0442\u0440\u043e\u043a\u0443, \u0432 \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b \u0438\u0442\u0435\u0440\u0438\u0440\u0443\u0435\u043c\u043e\u0433\u043e \u043e\u0431\u044a\u0435\u043a\u0442\u0430 \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u0435\u043d\u044b \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0443\u043a\u0430\u0437\u0430\u043d\u043d\u043e\u0433\u043e \u0440\u0430\u0437\u0434\u0435\u043b\u0438\u0442\u0435\u043b\u044f.<br><br>\u041d\u0430 \u043f\u0440\u0438\u043c\u0435\u0440\u0435(\u0441\u043c. \u0432\u044b\u0448\u0435) \u043c\u044b \u0438\u043c\u0435\u0435\u043c \u0441\u043f\u0438\u0441\u043e\u043a \u0441 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430\u043c\u0438 &#039;apple&#039;, &#039;banana&#039; \u0438 &#039;orange&#039;. \u0421 \u043c\u0435\u0442\u043e\u0434\u0430 join \u043c\u044b \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u044f\u0435\u043c \u044d\u0442\u0438 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u0437\u0430\u043f\u044f\u0442\u0443\u044e \u0438 \u043f\u0440\u043e\u0431\u0435\u043b \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0440\u0430\u0437\u0434\u0435\u043b\u0438\u0442\u0435\u043b\u044f. \u0412 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u043d\u043e\u0432\u0443\u044e \u0441\u0442\u0440\u043e\u043a\u0443, \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0449\u0443\u044e &#039;apple, banana, orange&#039;, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0437\u0430\u0442\u0435\u043c \u0432\u044b\u0432\u043e\u0434\u0438\u0442\u0441\u044f \u043d\u0430 \u044d\u043a\u0440\u0430\u043d :3","text_length":603,"media":{"root":"\/00b\/iAIAAD9-vGYAAAAARZbSH4DsF-w","photo":{"thumbs":{"m":{"w":320,"h":206,"hash":"mFl_X6IvFoSbjIuH70FDzA&ts=1775677865"},"x":{"w":800,"h":514,"hash":"kL6qI-zXoKGns5UN8x8ejg&ts=1775677865"},"y":{"w":1040,"h":668,"hash":"gyORhhtIrxt2uZiRZnr7kA&ts=1775677865"},"i":{"bytes":"AaACg|CB3CDJpn2hPQ0T\/dHGeelVznrt4rRuxvKTTLH2hPQ0n2hPQ1DkZzsP5\/8A1qbk56fpT5mRzMto4kGRmio7f7h+tFbRu0NO46ZC6gD1qDyW9qtmm1m4pjauVvKb2o8pvarNFPkRFhkKlFIPrRUgorWKshH\/2Q=="}}}}},{"channel_id":1723629119,"post_id":647,"date":1753284900000,"forwards":"3","views":"298","text":"\u0421\u043c\u0435\u0439\u0442\u0435\u0441\u044c, \u0430 \u0442\u043e \u0431\u0430\u043d <img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5244601448662054197\/thumb.webp?hash=j6OVf3OndugSNieW3SnBgQ&ts=1775677865' alt='\ud83d\udeac'>","text_length":21,"media":{"root":"\/003\/hwIAAD9-vGYAAAAAIPQX62YT9ug","photo":{"thumbs":{"m":{"w":283,"h":320,"hash":"rII-BJjaxG5wXhM2ENuSJg&ts=1775677865"},"x":{"w":708,"h":800,"hash":"J8z8I6NFYZ2xf50tCbV60Q&ts=1775677865"},"y":{"w":864,"h":976,"hash":"Ay7SFtSJZ8CWPULMTEAiIw&ts=1775677865"},"i":{"bytes":"AoACQ|DTdXLHbMVHptBxTdsg5+0n\/vkU+RguSxwBWPeXJuH2oTsHQAgZ+tAGisoc4W9Un\/dFSFJMcXJHH9wVixW7OeWwPbPNaMcrRRfNjauAM9aVx2L8edg3NuPc4xRTLdw8ZI9aKYipcRTSu3OACdo\/rVNNPlRuXO36Cr1zdrC7IoLv6Co4JC7lpjhhxgD9KQyH7DN5m4OR7AU9YZ0wwfIHVTjFJcmQyNsY7eBgEVHDEqS7ZPmJ9R8v\/wBegDTtVIjJOQWbNFOt8+WeOM8UUCMp4ZftU7GOUgk7SE4\/lT0jkEXKyk+hQ\/4UUUDuM2TF\/wDUSDcOfl4qaJZyu14m29uDmiigC3ZIVhIZWT5uATRRRTEf\/9k="}}}}},{"channel_id":1723629119,"post_id":646,"date":1753269913000,"views":"233","text":"\ud83d\udd25<b>\u0423\u0432\u0438\u0434\u0435\u043b\u0438 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435, \u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0441\u0442\u043e\u0438\u0442 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u044f \u2014 \u0434\u0435\u043b\u0438\u043c\u0441\u044f!<\/b><br><br>\u041d\u0430\u0448\u0438 \u043a\u043e\u043b\u043b\u0435\u0433\u0438 \u0438\u0437 <a href=\"https:\/\/t.me\/qa_guru\" target=\"_blank\" rel=\"noreferrer nofollow\">QA.GURU<\/a> \u043e\u0431\u043d\u043e\u0432\u0438\u043b\u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0443 \u0430\u0432\u0442\u043e\u0440\u0441\u043a\u043e\u0433\u043e \u043a\u0443\u0440\u0441\u0430 <a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/qa.guru\/python-advanced\"><b>\u00ab\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043d\u0430 Python Advanced\u00bb.<\/b><\/a> \u041d\u0430\u0441 \u0437\u0430\u0446\u0435\u043f\u0438\u043b \u043f\u043e\u0434\u0445\u043e\u0434 \u2014 \u0440\u0435\u0431\u044f\u0442\u0430 \u0434\u0430\u044e\u0442 \u0440\u0435\u0430\u043b\u044c\u043d\u0443\u044e \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0443 \u0441 \u0436\u0438\u0432\u044b\u043c\u0438 \u0437\u0430\u0434\u0430\u0447\u0430\u043c\u0438 \u2699\ufe0f<br><br><b>\u0427\u0442\u043e \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e\u0442 \u043e\u0441\u0432\u043e\u0438\u0442\u044c \u0437\u0430 4 \u043c\u0435\u0441\u044f\u0446\u0430<\/b>\ud83d\udc47<br><br>\u2014 Python 3.12, \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0443 \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432 \u043d\u0430 FastAPI, Docker, Postgres.<br>\u2014 gRPC, GraphQL, SOAP.<br>\u2014 \u0411\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445, Kafka, docker \u0438 docker-compose.<br>\u2014 \u0421\u043e\u0437\u0434\u0430\u0442\u044c \u0432\u0435\u0441\u044c \u043a\u043e\u0434 \u0441 \u043d\u0443\u043b\u044f. \u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u044c, \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0431\u0435\u043a\u0435\u043d\u0434 \u043d\u0430 Python \/ FastApi \u0438 Java \/ Spring \u043f\u043e\u0434 \u043a\u0430\u043f\u043e\u0442\u043e\u043c.<br><br>\ud83d\udca1\u0423\u0434\u043e\u0431\u043d\u044b\u0439 \u0444\u043e\u0440\u043c\u0430\u0442 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u2014 \u0437\u0430\u043f\u0438\u0441\u0438 + \u0436\u0438\u0432\u044b\u0435 \u043a\u043e\u043d\u0441\u0443\u043b\u044c\u0442\u0430\u0446\u0438\u0438. \u041f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u043d\u0430 \u043a\u0430\u0436\u0434\u043e\u043c \u044d\u0442\u0430\u043f\u0435.<br><br>\u25b6\ufe0f <a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/qa.guru\/python-advanced\">\u041f\u043e\u0434\u0440\u043e\u0431\u043d\u0430\u044f \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0430 \u043a\u0443\u0440\u0441\u0430 <\/a><br><b>\u041e\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u0437\u0430\u044f\u0432\u043a\u0443<\/b> \u2014 <a href=\"tg:\/\/resolve?domain=qa_guru_sales4\">@qa_guru_sales4<\/a><br><br>\ud83d\udd14\u041a\u0441\u0442\u0430\u0442\u0438, \u0443\u0436\u0435 \u0432 \u044d\u0442\u043e\u0442 \u0447\u0435\u0442\u0432\u0435\u0440\u0433, 24 \u0438\u044e\u043b\u044f, \u0432 20:00 \u043f\u043e \u041c\u0421\u041a \u0441\u043e\u0441\u0442\u043e\u0438\u0442\u0441\u044f <a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/qa.guru\/python-adv-2407\"><b>\u0431\u0435\u0441\u043f\u043b\u0430\u0442\u043d\u043e\u0435 \u0432\u0432\u043e\u0434\u043d\u043e\u0435 \u0437\u0430\u043d\u044f\u0442\u0438\u0435<\/b><\/a> \u2014 \u043e\u0442\u043b\u0438\u0447\u043d\u044b\u0439 \u0448\u0430\u043d\u0441 \u0443\u0431\u0435\u0434\u0438\u0442\u044c\u0441\u044f, \u0447\u0442\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0442\u043e\u0433\u043e \u0441\u0442\u043e\u0438\u0442, \u0438 \u043f\u0440\u0438\u043e\u0431\u0440\u0435\u0441\u0442\u0438 \u0435\u0433\u043e \u0441\u043e \u0441\u043a\u0438\u0434\u043a\u043e\u0439 5%. <br><br><a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/qa.guru\/python-adv-2407\"><b>\u0420\u0435\u0433\u0438\u0441\u0442\u0440\u0438\u0440\u0443\u0439\u0442\u0435\u0441\u044c, \u0435\u0441\u043b\u0438 \u0433\u043e\u0442\u043e\u0432\u044b \u043a \u043d\u043e\u0432\u043e\u0439 \u0441\u0442\u0443\u043f\u0435\u043d\u0438 \u0432 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438.<\/b><\/a>","text_length":927,"media":{"root":"\/006\/hgIAAD9-vGYAAAAAalFeSuXW0EM","photo":{"thumbs":{"m":{"w":320,"h":320,"hash":"oaOGxh5J5nebV_Nz3BY88Q&ts=1775677865"},"x":{"w":800,"h":800,"hash":"-VDIxPLX4zF9qP60rFrIPA&ts=1775677865"},"y":{"w":1280,"h":1280,"hash":"9hK77ONulDANoNxl8O12Yw&ts=1775677865"},"i":{"bytes":"AoACg|DIDYGNoP1oLbiPlUfQVKqJ5Ss0Un+8Oh5pfLQDBimz34\/z70AMmEasPLYkY5z2qLNTmMDOYpRxx\/n8DQYxuP7qQDPf0\/zmgWxBn6UU512sRgjHY9aKBkq48vnzenGOnf8A+tSkpkljMD\/+v\/61MKTKuSrhfpTCzHqxNMRYZUyMi59OR\/n1pjEkHYZTnpn\/AD70zz5c58x8\/WkEknADt+BpDLdleLaNKJYt7MMc9aKpMSWJbOe+aKALAvJg3LAj0wKLlVZEmQYD9R6GiiqTunclpRasQRIZZUjHV2AFbcmlRwW7SQO4lRSQxPX1ooqSjKFwrEedEH9xwaKKKdxWP\/\/Z"}}}}},{"channel_id":1723629119,"post_id":645,"date":1749657582000,"forwards":"3","views":"167","text":"\u041a\u0430\u043a \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u044b \u0431\u0440\u043e\u0441\u0430\u044e\u0442 \u043c\u043e\u043d\u0435\u0442\u043a\u0443 <img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5244601448662054197\/thumb.webp?hash=j6OVf3OndugSNieW3SnBgQ&ts=1775677865' alt='\ud83d\udeac'><br><br>\u0414\u0435\u043b\u0430\u043b\u0438 \u0442\u0430\u043a? :3","text_length":51,"media":{"root":"\/006\/hQIAAD9-vGYAAAAAalFeSuXW0EM","photo":{"thumbs":{"m":{"w":320,"h":203,"hash":"Gj9VkJXBew_uBu1ihXhIzw&ts=1775677865"},"x":{"w":704,"h":446,"hash":"3qUZ9P2-nzI7scBQX_0GTw&ts=1775677865"},"i":{"bytes":"AZACg|DO7dKcFY8habxjvmgbe4NABn2FGfal4zyDikOOwNABn2opKKYDhjGCx+lLkY++1MopAPzx9800knuaSimAUUUUAf\/Z"}}}}},{"channel_id":1723629119,"post_id":644,"date":1749642572000,"views":"34","fwd_from":{"id":1309519979,"username":"pythonist_ru","title":"Pythonist.ru - \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u043e \u043f\u0438\u0442\u043e\u043d\u0443"},"text":"<img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5363848673014862379\/thumb.webp?hash=zT_qgQfXG71onFlim5mjUA&ts=1775677865' alt='\ud83d\udd25'> <b>\u0412\u0430\u043a\u0430\u043d\u0441\u0438\u0438 \u043f\u043e Python \u0437\u0430 \u043f\u0440\u043e\u0448\u043b\u0443\u044e \u043d\u0435\u0434\u0435\u043b\u044e:<\/b><br><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5391112395265420165\/thumb.webp?hash=M53qLKmygB3fJy08TaZ63g&ts=1775677865' alt='\ud83d\udea9'> <a href=\"https:\/\/t.me\/pythonrabota\/1127\" target=\"_blank\" rel=\"noreferrer nofollow\"><b>Python-\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a<\/b><\/a><b>.<\/b> \u041e\u0442 60 \u0442.\u0440. (\u0447\u0430\u0441\u0442\u0438\u0447\u043d\u0430\u044f \u0437\u0430\u043d\u044f\u0442\u043e\u0441\u0442\u044c)<br><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5391112395265420165\/thumb.webp?hash=M53qLKmygB3fJy08TaZ63g&ts=1775677865' alt='\ud83d\udea9'> <a href=\"https:\/\/t.me\/pythonrabota\/1128\" target=\"_blank\" rel=\"noreferrer nofollow\"><b>Middle Python Developer<\/b><\/a><b>.<\/b> 150-200 \u0442.\u0440.<br><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5391112395265420165\/thumb.webp?hash=M53qLKmygB3fJy08TaZ63g&ts=1775677865' alt='\ud83d\udea9'> <a href=\"https:\/\/t.me\/pythonrabota\/1121\" target=\"_blank\" rel=\"noreferrer nofollow\"><b>Python \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a<\/b><\/a><b>.<\/b>  200-300 \u0442.\u0440.<br><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5391112395265420165\/thumb.webp?hash=M53qLKmygB3fJy08TaZ63g&ts=1775677865' alt='\ud83d\udea9'> <a href=\"https:\/\/t.me\/pythonrabota\/1123\" target=\"_blank\" rel=\"noreferrer nofollow\"><b>Middle Python Engineer<\/b><\/a><b>.<\/b> Assaia, 3500-4500 EUR<br><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5391112395265420165\/thumb.webp?hash=M53qLKmygB3fJy08TaZ63g&ts=1775677865' alt='\ud83d\udea9'> <a href=\"https:\/\/t.me\/pythonrabota\/1125\" target=\"_blank\" rel=\"noreferrer nofollow\"><b>Middle Python \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a<\/b><\/a><b>. <\/b>\u0417\u041f \u0434\u043e\u0433\u043e\u0432\u043e\u0440\u043d\u0430\u044f","text_length":272},{"channel_id":1723629119,"post_id":643,"date":1747751666000,"forwards":"1","views":"163","fwd_from":{"id":1309519979,"username":"pythonist_ru","title":"Pythonist.ru - \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u043e \u043f\u0438\u0442\u043e\u043d\u0443"},"text":"<img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5253742260054409879\/thumb.webp?hash=JlLL3tYMrQ-yN5FjiCelrA&ts=1775677865' alt='\u2709\ufe0f'> <b>\u0412\u0430\u043a\u0430\u043d\u0441\u0438\u0438 \u043f\u043e Python \u0437\u0430 \u043f\u0440\u043e\u0448\u043b\u0443\u044e \u043d\u0435\u0434\u0435\u043b\u044e:<\/b><br><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5300928913956938544\/thumb.webp?hash=_iyJUs1hzqfgr0VhmsTIag&ts=1775677865' alt='\ud83d\udc69\u200d\ud83d\udcbb'> <a href=\"https:\/\/t.me\/pythonrabota\/1100\" target=\"_blank\" rel=\"noreferrer nofollow\"><b>Python-\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a<\/b><\/a><b>.<\/b> Edisoncorp, 70-160 \u0442.\u0440.<br><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5300928913956938544\/thumb.webp?hash=_iyJUs1hzqfgr0VhmsTIag&ts=1775677865' alt='\ud83d\udc69\u200d\ud83d\udcbb'> <a href=\"https:\/\/t.me\/pythonrabota\/1107\" target=\"_blank\" rel=\"noreferrer nofollow\"><b>\u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a Python<\/b><\/a><b>. <\/b>\u041a\u0410 TopSelection, 190-210 \u0442.\u0440.<br><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5300928913956938544\/thumb.webp?hash=_iyJUs1hzqfgr0VhmsTIag&ts=1775677865' alt='\ud83d\udc69\u200d\ud83d\udcbb'> <a href=\"https:\/\/t.me\/pythonrabota\/1101\" target=\"_blank\" rel=\"noreferrer nofollow\"><b>Backend Python Developer<\/b><\/a><b>.<\/b> QLeague, 250-400 \u0442.\u0440.<br><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5300928913956938544\/thumb.webp?hash=_iyJUs1hzqfgr0VhmsTIag&ts=1775677865' alt='\ud83d\udc69\u200d\ud83d\udcbb'> <a href=\"https:\/\/t.me\/pythonrabota\/1099\" target=\"_blank\" rel=\"noreferrer nofollow\"><b>Python-\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a<\/b><\/a><b>. <\/b>\u042f\u043d\u0434\u0435\u043a\u0441, \u043e\u0442 300 \u0442.\u0440.<br><br><img class='tg-emoji' loading='lazy' src='https:\/\/televisor.tlgrm.dev\/emoji\/5300928913956938544\/thumb.webp?hash=_iyJUs1hzqfgr0VhmsTIag&ts=1775677865' alt='\ud83d\udc69\u200d\ud83d\udcbb'> <a href=\"https:\/\/t.me\/pythonrabota\/1105\" target=\"_blank\" rel=\"noreferrer nofollow\"><b>Python Developer<\/b><\/a><b>.<\/b> \u0417\u041f \u0434\u043e\u0433\u043e\u0432\u043e\u0440\u043d\u0430\u044f","text_length":289,"media":{"root":null,"webpage":{"url":"https:\/\/t.me\/pythonrabota\/1100","type":"telegram_message","title":"Python \u0440\u0430\u0431\u043e\u0442\u0430","site_name":"Telegram","display_url":"t.me\/pythonrabota\/1100","description":"Python-\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a | \u0421\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u0432\u0430\u043a\u0430\u043d\u0441\u0438\u044e\n\n\u0424\u043e\u0440\u043c\u0430\u0442: \u0423\u0434\u0430\u043b\u0451\u043d\u043a\u0430\n\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f: Edisoncorp\n\u0417\u041f: \u043e\u0442 70 \u0434\u043e 160 \u0442\u044b\u0441.\u0440.\n\u0417\u0430\u043d\u044f\u0442\u043e\u0441\u0442\u044c: \u041f\u043e\u043b\u043d\u0430\u044f\/\u041f\u0440\u043e\u0435\u043a\u0442\u043d\u0430\u044f\n\n#remote #fulltime #parttime\n\n\u0421\u0432\u044f\u0437\u0430\u0442\u044c\u0441\u044f \u0441 HR \u2014 @nur_ahmat"}}},{"channel_id":1723629119,"post_id":642,"date":1747746366000,"views":"355","text":"\ud83d\udc96 <a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/github.com\/scikit-learn\/scikit-learn\">Scikit-learn<\/a> - \u044d\u0442\u043e \u0448\u0438\u0440\u043e\u043a\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c\u0430\u044f \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430 \u0434\u043b\u044f \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u043d\u0430 Python. \u041e\u043d\u0430 \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0430 \u043f\u043e\u0432\u0435\u0440\u0445 NumPy \u0438 SciPy \u0438 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u0448\u0438\u0440\u043e\u043a\u0438\u0439 \u0441\u043f\u0435\u043a\u0442\u0440 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0438 \u043e\u0446\u0435\u043d\u043a\u0438 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f. Scikit-learn \u043e\u0442\u043b\u0438\u0447\u043d\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u0434\u043b\u044f \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u0442\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f, \u0442\u0430\u043a\u0438\u0445 \u043a\u0430\u043a \u043b\u0438\u043d\u0435\u0439\u043d\u0430\u044f \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u044f, \u0434\u0435\u0440\u0435\u0432\u044c\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0438 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u044f k-\u0441\u0440\u0435\u0434\u043d\u0438\u0445. <br> <br>\u041a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c scikit-learn, \u0447\u0442\u043e\u0431\u044b \u043f\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043f\u0440\u043e\u0441\u0442\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c \u043b\u0438\u043d\u0435\u0439\u043d\u043e\u0439 \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u0438 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043e \u043d\u0430 \u043a\u0430\u0440\u0442\u0438\u043d\u043a\u0435<br><br>\u0421\u0442\u0430\u0432\u0438\u0442\u0441\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439 \u2699\ufe0f <code>pip install -U scikit-learn<br><\/code>\u0414\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u044f \u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u043a\u043e\u0434\u0430 <a target=\"_blank\" rel=\"noreferrer nofollow\" href=\"https:\/\/github.com\/scikit-learn\/scikit-learn\"><i>\u0437\u0434\u0435\u0441\u044c<\/i><\/a>","text_length":564,"media":{"root":"\/00b\/ggIAAD9-vGYAAAAARZbSH4DsF-w","photo":{"thumbs":{"m":{"w":320,"h":123,"hash":"D8ochE2efSKuTVUeW3ferg&ts=1775677865"},"x":{"w":800,"h":307,"hash":"pzivvyHe1NKPnOaOacip-g&ts=1775677865"},"y":{"w":1280,"h":492,"hash":"1kn0mz1A0uK96bUCREHmnQ&ts=1775677865"},"i":{"bytes":"AQACg|Co7yeY3L9T0NMMjj+Jx+NK6ne3y9z2NNKnH3f0NIlIDK3Zn\/76pPMf++350m1v7p\/Kja390\/lSGPSR\/MX526+tFNRW3rwevpRUso\/\/2Q=="}}}}}]