Machine Learning
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Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho
إظهار المزيد
الشبكة:📈 نظرة تحليلية على قناة تيليجرام Machine Learning
تُعد قناة Machine Learning (@machinelearning9) في القطاع اللغوي الإنكليزية لاعباً نشطاً. يضم المجتمع حالياً 40 365 مشتركاً، محتلاً المرتبة 3 329 في فئة التكنولوجيات والتطبيقات والمرتبة 225 في منطقة سوريا.
📊 مؤشرات الجمهور والحراك
منذ تأسيسه في невідомо، حقق المشروع نمواً سريعاً وجمع 40 365 مشتركاً.
بحسب آخر البيانات بتاريخ 11 يوليو, 2026، تحافظ القناة على نشاط مستقر. خلال آخر 30 يوماً تغيّر عدد الأعضاء بمقدار 393، وفي آخر 24 ساعة بمقدار 17، مع بقاء الوصول العام مرتفعاً.
- حالة التحقق: غير موثّقة
- معدل التفاعل (ER): يبلغ متوسط تفاعل الجمهور 2.29%. وخلال أول 24 ساعة من النشر يحصد المحتوى عادةً 1.74% من ردود الفعل نسبةً إلى إجمالي المشتركين.
- وصول المنشورات: يحصل كل منشور على متوسط 924 مشاهدة. وخلال اليوم الأول يجمع عادةً 702 مشاهدة.
- التفاعلات والاستجابة: يتفاعل الجمهور بانتظام؛ متوسط التفاعلات لكل منشور يبلغ 4.
- الاهتمامات الموضوعية: يركز المحتوى على مواضيع رئيسية مثل distance, insidead, gpu, learning, degree.
📝 الوصف وسياسة المحتوى
يصف المؤلف القناة بأنها مساحة للتعبير عن الآراء الذاتية:
“Real Machine Learning — simple, practical, and built on experience.
Learn step by step with clear explanations and working code.
Admin: @HusseinSheikho || @Hussein_Sheikho”
بفضل وتيرة التحديث المرتفعة (أحدث البيانات بتاريخ 12 يوليو, 2026) تحافظ القناة على حداثتها ومستوى وصول مرتفع. وتُظهر التحليلات تفاعلاً نشطاً من الجمهور، ما يجعلها نقطة تأثير مهمة ضمن فئة التكنولوجيات والتطبيقات.
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40 352
📌 June Must-Reads: AI Agents, Dashboards, and More
🗂 Category: THE VARIABLE
🕒 Date: 2025-07-03 | ⏱️ Read time: 4 min read
A selection of our most-read and -shared articles of the past month.
40 352
📌 GraphRAG in Action: A Simple Agent for Know-Your-Customer Investigations
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-03 | ⏱️ Read time: 19 min read
This blog post provides a hands-on guide for AI engineers and developers on how to…
40 352
📌 Fairness Pruning: Precision Surgery to Reduce Bias in LLMs
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-07-03 | ⏱️ Read time: 15 min read
From unjustified shootings to neutral stories: how to fix toxic narratives with selective pruning
40 352
📌 Explainable Anomaly Detection with RuleFit: An Intuitive Guide
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-07-04 | ⏱️ Read time: 13 min read
Creating interpretable rules to characterize the identified anomalies
40 352
📌 Change-Aware Data Validation with Column-Level Lineage
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-04 | ⏱️ Read time: 8 min read
Data transformation tools like dbt make constructing SQL data pipelines easy and systematic. But even…
40 352
📌 Rethinking Data Science Interviews in the Age of AI
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-04 | ⏱️ Read time: 11 min read
How AI is transforming data science interviews—and what hiring managers and candidates should do to…
40 352
📌 My Honest Advice for Aspiring Machine Learning Engineers
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-07-04 | ⏱️ Read time: 6 min read
What it really takes to become a machine learning engineer
40 352
📌 Implementing the Coffee Machine in Python
🗂 Category: PROGRAMMING
🕒 Date: 2025-09-08 | ⏱️ Read time: 8 min read
A beginner-friendly step-by-step guide to coding a Coffee Maker in Python
40 352
Repost from Machine Learning with Python
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40 352
📌 Liberating Performance with Immutable DataFrames in Free-Threaded Python
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-07 | ⏱️ Read time: 7 min read
How StaticFrame and Python 3.13t enable true thread-based concurrency
40 352
📌 Where Are We with Shor’s Algorithm?
🗂 Category: PROGRAMMING
🕒 Date: 2025-07-07 | ⏱️ Read time: 28 min read
A deep dive into the implementation of Shor’s algorithm and an analysis of quantum runs…
40 352
📌 Build Algorithm-Agnostic ML Pipelines in a Breeze
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-07-07 | ⏱️ Read time: 20 min read
The framework is now an open-source Python package for streamlined ML workflows
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📌 POSET Representations in Python Can Have a Huge Impact on Business
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-07 | ⏱️ Read time: 14 min read
Discover how POSET indicators transform data into coherent scoring systems, enabling meaningful comparisons while preserving…
40 352
📌 Your Personal Analytics Toolbox
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-07 | ⏱️ Read time: 15 min read
Leveraging MCP for automating your daily routine
40 352
📌 The Five-Second Fingerprint: Inside Shazam’s Instant Song ID
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-07 | ⏱️ Read time: 9 min read
How Shazam recognizes songs in seconds
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📌 Run Your Python Code up to 80x Faster Using the Cython Library
🗂 Category: PROGRAMMING
🕒 Date: 2025-07-08 | ⏱️ Read time: 13 min read
A four-step plan for C language speed where it matters most
40 352
📌 Microsoft’s Revolutionary Diagnostic Medical AI, Explained
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-08 | ⏱️ Read time: 12 min read
Microsoft’s latest paper discusses a path to medical superintelligence. How close are we, really?
40 352
📌 Build Interactive Machine Learning Apps with Gradio
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-08 | ⏱️ Read time: 7 min read
Create a fun text-to-speech demo in minutes
40 352
📌 What I Learned in my First 18 Months as a Freelance Data Scientist
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-08 | ⏱️ Read time: 13 min read
The taxes and health insurance edition
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📌 How to Fine-Tune Small Language Models to Think with Reinforcement Learning
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-07-08 | ⏱️ Read time: 23 min read
A visual tour and from-scratch guide to train GRPO reasoning models in PyTorch
