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Machine Learning with Python

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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📈 Аналітичний огляд Telegram-каналу Machine Learning with Python

Канал Machine Learning with Python (@codeprogrammer) у мовному сегменті Англійська є активним учасником. На даний момент спільнота об'єднує 68 477 підписників, посідаючи 2 400 місце в категорії Освіта та 4 598 місце у регіоні Індія.

📊 Показники аудиторії та динаміка

З моменту свого створення невідомо, проект продемонстрував стрімке зростання, зібравши аудиторію у 68 477 підписників.

За останніми даними від 31 жовтня, 2026, канал демонструє стабільну активність. Хоча за останні 30 днів спостерігається зміна кількості учасників на 12, а за останні 24 години на -24, загальне охоплення залишається високим.

  • Статус верифікації: Не верифікований
  • Рівень залученості (ER): Середній показник залученості аудиторії становить 3.99%. Протягом перших 24 годин після публікації контент зазвичай збирає 1.46% реакцій від загальної кількості підписників.
  • Охоплення публікацій: В середньому кожен допис отримує 2 735 переглядів. Протягом першої доби публікація в середньому набирає 998 переглядів.
  • Реакції та взаємодія: Аудиторія активно підтримує контент: середня кількість реакцій на один пост – 8.
  • Тематичні інтереси: Контент зосереджений навколо ключових тем, таких як insidead, learning, degree, evaluation, algorithm.

📝 Опис та контентна політика

Автор описує ресурс як майданчик для висловлення суб'єктивної думки:
“Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho”

Завдяки високій частоті оновлень (останні дані отримано 02 листопада, 2026), канал підтримує актуальність та високий рівень охоплення публікацій. Аналітика показує, що аудиторія активно взаємодіє з контентом, що робить його важливою точкою впливу в категорії Освіта.

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68 477
Підписники
-2424 години
-947 днів
+1230 днів
Архів дописів
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Repost from Machine Learning
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Eye control with Python EyeGestures is an open-source Python library for gaze tracking. It uses regular cameras, webcams, or smartphone cameras to track eye movement, fixations, and blinks, and convert these into events such as cursor control by eye movement. The JavaScript version allows running everything directly in the browser. Installation:
$ git clone https://github.com/NativeSensors/EyeGestures.git
$ cd EyeGestures
$ pip install -r requirements.txt
or
python3 -m pip install eyeGestures
Open source code, documentation, and usage examples - click 👉 https://t.me/DataScienceN

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This GitHub repo is a gold mine for EVERY data scientist! DS Interactive Python repo has interactive dashboards to learn statistics, ML models, and other DS concepts. Topics include PCA, bagging & boosting, clustering, neural networks, etc. Fully open-source and free! https://github.com/GeostatsGuy/DataScienceInteractivePython https://t.me/CodeProgrammer 🔗

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Repost from Data Analytics
📌 How to Create a Real-Time Gesture-to-Text Translator Using Python and Mediapipe ✍️ OMOTAYO OMOYEMI 🏷️ #Computer_Vision
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