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.
40 365
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أرشيف المشاركات
40 373
📌 How Not to Mislead with Your Data-Driven Story
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-23 | ⏱️ Read time: 22 min read
Data storytelling can enlighten—but it can also deceive. When persuasive narratives meet biased framing, cherry-picked…
40 373
📌 Multi-head Attention is a Fancy Addition Machine
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-07-24 | ⏱️ Read time: 8 min read
“Attention is All you Need” showed attention as a sequence of multiplicative and concat operations…
40 373
📌 Why BI in the AI Age
🗂 Category: SPONSORED CONTENT
🕒 Date: 2025-07-24 | ⏱️ Read time: 9 min read
An argument for human-led analysis (at least for now)
40 373
📌 Preventing Context Overload: Controlled Neo4j MCP Cypher Responses for LLMs
🗂 Category: AGENTIC AI
🕒 Date: 2025-09-07 | ⏱️ Read time: 4 min read
How timeouts, truncation, and result sanitization keep Cypher outputs LLM-ready
40 373
📌 The Beauty of Space-Filling Curves: Understanding the Hilbert Curve
🗂 Category: MATH
🕒 Date: 2025-09-07 | ⏱️ Read time: 17 min read
A quick journey from theory to implementation and application
40 373
📌 LLMs Continue to Evolve. So Should Your Skill Set.
🗂 Category: THE VARIABLE
🕒 Date: 2025-07-24 | ⏱️ Read time: 3 min read
This week, we highlight three articles that focus on emerging topics and techniques around large…
40 373
📌 Automating Ticket Creation in Jira With the OpenAI Agents SDK: A Step-by-Step Guide
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-24 | ⏱️ Read time: 16 min read
Learn how to create AI Agents using the OpenAI Agents SDK to automate Jira ticket…
40 373
📌 Optimize for Impact: How to Stay Ahead of Gen AI and Thrive as a Data Scientist
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-24 | ⏱️ Read time: 13 min read
The data scientists who survive won’t be the ones who code better than ChatGPT—they’ll be…
40 373
📌 How Do Grayscale Images Affect Visual Anomaly Detection?
🗂 Category: COMPUTER VISION
🕒 Date: 2025-07-24 | ⏱️ Read time: 7 min read
A practical exploration focusing on performance and speed
40 373
📌 Getting AI Discovery Right
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-24 | ⏱️ Read time: 17 min read
A guide to ideating, validating, and prioritizing your AI use cases
40 373
📌 When 50/50 Isn’t Optimal: Debunking Even Rebalancing
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-07-24 | ⏱️ Read time: 7 min read
A new theory of class imbalance demonstrates that the optimal training imbalance in a binary…
40 373
📌 How I Fine-Tuned Granite-Vision 2B to Beat a 90B Model — Insights and Lessons Learned
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-25 | ⏱️ Read time: 24 min read
A hands-on journey exploring fine-tuning techniques that unlock the power of small vision models.
40 373
📌 What Is a Query Folding in Power BI and Why should You Care?
🗂 Category: DATA ANALYSIS
🕒 Date: 2025-07-25 | ⏱️ Read time: 21 min read
“Will that break a query folding?” “Does your query fold?”… Maybe someone asked you those…
40 373
📌 Declarative and Imperative Prompt Engineering for Generative AI
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-25 | ⏱️ Read time: 9 min read
Conceptual overview and practical considerations
40 373
📌 End-to-End AWS RDS Setup with Bastion Host Using Terraform
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-28 | ⏱️ Read time: 11 min read
Learn how to automate secure AWS infrastructure using Terraform — including VPC, public/private subnets, a…
40 373
📌 Talk to my Agent
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-28 | ⏱️ Read time: 9 min read
The exciting new world of designing conversation driven APIs for LLMs.
40 373
📌 The Stanford Framework That Turns AI into Your PM Superpower
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-07-28 | ⏱️ Read time: 6 min read
A human-centric guide to AI automation for product managers.
40 373
📌 Mastering NLP with spaCY — Part 1
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-29 | ⏱️ Read time: 6 min read
Learn about tokenization, lemmatization and the core operations.
40 373
📌 Physics-Informed Neural Networks for Inverse PDE Problems
🗂 Category: PHYSICS
🕒 Date: 2025-07-29 | ⏱️ Read time: 11 min read
Solving the Heat Equation using DeepXDE.
40 373
📌 How to Evaluate Graph Retrieval in MCP Agentic Systems
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-29 | ⏱️ Read time: 9 min read
A framework for measuring retrieval quality in Model Context Protocol agents.
