Machine Learning with Python
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Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho
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📈 Аналитический обзор Telegram-канала Machine Learning with Python
Канал Machine Learning with Python (@codeprogrammer) языкового сегмента Английский является активным участником. Сейчас сообщество объединяет 68 482 подписчиков, занимая 2 406 место в категории Образование и 4 586 место в регионе Индия.
📊 Показатели аудитории и динамика
С момента создания невідомо проект демонстрирует стремительный рост, собрав аудиторию из 68 482 подписчиков.
Согласно последним данным от 04 ноября, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило -75, а за последние 24 часа — 7, при этом общий охват остаётся высоким.
- Статус верификации: Не верифицирован
- Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 3.38%. В первые 24 часа после публикации контент обычно набирает 1.57% реакций от общего числа подписчиков.
- Охват публикаций: В среднем каждый пост получает 2 314 просмотров. В течение первых суток публикация набирает 1 073 просмотров.
- Реакции и взаимодействия: Аудитория активно поддерживает контент: среднее количество реакций на один пост — 9.
- Тематические интересы: Контент сосредоточен на ключевых темах, таких как insidead, learning, degree, evaluation, algorithm.
📝 Описание и контентная политика
Автор описывает ресурс как площадку для выражения субъективного мнения:
“Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers.
Admin: @HusseinSheikho || @Hussein_Sheikho”
Благодаря высокой частоте обновлений (последние данные получены 05 ноября, 2026) канал поддерживает актуальность и высокий уровень охвата публикаций. Аналитика показывает, что аудитория активно взаимодействует с контентом, что делает его важной точкой влияния в категории Образование.
68 482
Подписчики
+724 часа
-597 дней
-7530 дней
Архив постов
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🏷 Pandas library
◾️┘️ link: pandas documentation
🏷 Data preparation with Pandas
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◾️┘️ link: NumPy documentation
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