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
إظهار المزيد
📈 نظرة تحليلية على قناة تيليجرام Machine Learning with Python
تُعد قناة Machine Learning with Python (@codeprogrammer) في القطاع اللغوي الإنكليزية لاعباً نشطاً. يضم المجتمع حالياً 68 475 مشتركاً، محتلاً المرتبة 2 406 في فئة التعليم والمرتبة 4 586 في منطقة الهند.
📊 مؤشرات الجمهور والحراك
منذ تأسيسه في невідомо، حقق المشروع نمواً سريعاً وجمع 68 475 مشتركاً.
بحسب آخر البيانات بتاريخ 03 نوفمبر, 2026، تحافظ القناة على نشاط مستقر. خلال آخر 30 يوماً تغيّر عدد الأعضاء بمقدار -74، وفي آخر 24 ساعة بمقدار 12، مع بقاء الوصول العام مرتفعاً.
- حالة التحقق: غير موثّقة
- معدل التفاعل (ER): يبلغ متوسط تفاعل الجمهور 4.07%. وخلال أول 24 ساعة من النشر يحصد المحتوى عادةً 1.55% من ردود الفعل نسبةً إلى إجمالي المشتركين.
- وصول المنشورات: يحصل كل منشور على متوسط 2 789 مشاهدة. وخلال اليوم الأول يجمع عادةً 1 062 مشاهدة.
- التفاعلات والاستجابة: يتفاعل الجمهور بانتظام؛ متوسط التفاعلات لكل منشور يبلغ 8.
- الاهتمامات الموضوعية: يركز المحتوى على مواضيع رئيسية مثل insidead, learning, degree, evaluation, algorithm.
📝 الوصف وسياسة المحتوى
يصف المؤلف القناة بأنها مساحة للتعبير عن الآراء الذاتية:
“Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers.
Admin: @HusseinSheikho || @Hussein_Sheikho”
بفضل وتيرة التحديث المرتفعة (أحدث البيانات بتاريخ 04 نوفمبر, 2026) تحافظ القناة على حداثتها ومستوى وصول مرتفع. وتُظهر التحليلات تفاعلاً نشطاً من الجمهور، ما يجعلها نقطة تأثير مهمة ضمن فئة التعليم.
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أرشيف المشاركات
Repost from Machine Learning with Python
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Amazing graphical representation of a neural net, never seen anything like it.
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📂 Tags: #DataScience #Python #ML #AI #Pandas
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NumPy cheat sheet for Data Scientists
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Python Pandas Cheat Sheet
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Repost from Auto Udemy
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Repost from Kaggle Data Hub
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Using Normalization Layers to Improve Deep Learning Models
Link: https://machinelearningmastery.com/using-normalization-layers-to-improve-deep-learning-models/
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How to deal with outliers clearly explained
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Repost from Github Top Repositories
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Repost from Machine Learning
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Repost from Python Courses & Resources
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Data Pre-Processing of Diabetes Data for reliable machine learning model
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Beginner's Guide to Multi-Agents - Slides
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Beginner's Guide to Multi-Agents
Video Recording: https://youtu.be/lGQ9rpfQBng
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Repost from Python Courses & Resources
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