Machine Learning with Python
الذهاب إلى القناة على Telegram
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 2 403 في فئة التعليم والمرتبة 4 579 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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It’s time to read less and know more!
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Pandas 🐼 to Polars Guide
🔑 Tags: #PYTHON #AI #ML #pandas #Polars
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🏳️🌈 Python became GitHub's first language!
👨🏻💻 In a recent GitHub report, with the expansion of artificial intelligence, Python could finally overtake JavaScript and become the most popular language on GitHub in 2024. This happened after 10 years of JavaScript dominance and it is not very strange.
✔️ Because with the growth of artificial intelligence, developers are turning to Python more than ever, and Python's applications in data science and analytics are increasing every day. You can read the full GitHub report here:👇
┌ 🐱 Top programming along GitHub
├ 💰 Report
⏪ I also introduced the most important Python libraries for working with data and AI here: 👇
🖥 Data Manipulation & Analysis
▶️ pandas
▶️ Apache Spark
▶️ Polars
▶️ DuckDB
📊 Data Visualization
➡️ matplotlib
➡️ plotly
➡️ seaborn
🖥 Machine & Deep Learning
➡️ TensorFlow
➡️ PyTorch
➡️ Keras
➡️ scikit-learn
➡️ XGBoost
➡️ LightGBM
➡️ Prophet
🌫 NLP & Large Language Models
➡️ Hugging Face Transformers
➡️ LangChain
➡️ LlamaIndex
🔑 Tags: #PYTHON #AI #ML #NLP
https://t.me/CodeProgrammer ✅
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Confusion matrix (TP, FP, TN, FN), clearly explained
🔑 Tags: #PYTHON #AI #ML
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Convert PDF to docx using Python
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A Popular Interview Question: Discriminative vs. Generative Models
More Details: https://blog.dailydoseofds.com/p/a-popular-interview-question-discriminative
📂 Tags: #DataScience #Python #ML #AI #LLM #BIGDATA #Courses
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How LLMs work, clearly explained ⭐
📂 Tags: #DataScience #Python #ML #AI #LLM #BIGDATA #Courses
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