متاح الآن! بحث تيليغرام 2025 — أهم رؤى العام 
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📈 نظرة تحليلية على قناة تيليجرام Machine Learning
تُعد قناة Machine Learning (@machinelearning9) في القطاع اللغوي الإنكليزية لاعباً نشطاً. يضم المجتمع حالياً 40 145 مشتركاً، محتلاً المرتبة 3 375 في فئة التكنولوجيات والتطبيقات والمرتبة 227 في منطقة سوريا.
📊 مؤشرات الجمهور والحراك
منذ تأسيسه في невідомо، حقق المشروع نمواً سريعاً وجمع 40 145 مشتركاً.
بحسب آخر البيانات بتاريخ 28 يونيو, 2026، تحافظ القناة على نشاط مستقر. خلال آخر 30 يوماً تغيّر عدد الأعضاء بمقدار 378، وفي آخر 24 ساعة بمقدار 7، مع بقاء الوصول العام مرتفعاً.
- حالة التحقق: غير موثّقة
- معدل التفاعل (ER): يبلغ متوسط تفاعل الجمهور 2.09%. وخلال أول 24 ساعة من النشر يحصد المحتوى عادةً 1.91% من ردود الفعل نسبةً إلى إجمالي المشتركين.
- وصول المنشورات: يحصل كل منشور على متوسط 841 مشاهدة. وخلال اليوم الأول يجمع عادةً 766 مشاهدة.
- التفاعلات والاستجابة: يتفاعل الجمهور بانتظام؛ متوسط التفاعلات لكل منشور يبلغ 3.
- 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 29 يونيو, 2026) تحافظ القناة على حداثتها ومستوى وصول مرتفع. وتُظهر التحليلات تفاعلاً نشطاً من الجمهور، ما يجعلها نقطة تأثير مهمة ضمن فئة التكنولوجيات والتطبيقات.
40 145
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أرشيف المشاركات
40 148
📌 Unveiling Metadynamics: A Beginner’s Guide to Mastering PLUMED (Part 1 of 3)
🗂 Category: DATA VISUALIZATION
🕒 Date: 2024-06-22 | ⏱️ Read time: 11 min read
Unlock the power of metadynamics with PLUMED! Explore free energy landscapes and master molecular dynamics…
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📌 The Data Science Resume That Got Me Jobs & Interviews
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2024-06-23 | ⏱️ Read time: 8 min read
A breakdown of how you should structure a data science resume
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📌 My learning to being hired again after a year… Part I
🗂 Category: CAREER ADVICE
🕒 Date: 2024-06-23 | ⏱️ Read time: 13 min read
For anyone job hunting, not just tech folks
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📌 Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2024-06-24 | ⏱️ Read time: 1 min read
Achieving Better Results and Efficiency in Language Model Fine-Tuning
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📌 Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2024-06-24 | ⏱️ Read time: 12 min read
Achieving Better Results and Efficiency in Language Model Fine-Tuning
40 148
📌 Data Science for Schools, Part 2: Student Electives Allocation with Python
🗂 Category: DATA SCIENCE
🕒 Date: 2024-06-24 | ⏱️ Read time: 10 min read
Time to stop relying on
allocations_final_FINALv2.xlsx40 148
📌 Manage dev and prod using terraform and local yaml files
🗂 Category: DATA ENGINEERING
🕒 Date: 2024-06-24 | ⏱️ Read time: 3 min read
Turn your terraform to spin in multiple projects using yaml
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📌 Building Fill.sg, a GenAI Report Toolkit
🗂 Category:
🕒 Date: 2024-06-24 | ⏱️ Read time: 17 min read
FulFILL your dreams of having AI write repetitive reports for you. Find out how we…
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📌 Unlocking Sales Performance Metrics
🗂 Category:
🕒 Date: 2024-06-25 | ⏱️ Read time: 8 min read
How to correctly measure sales performance and identify opportunities to enhance sales strategy
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📌 Chi-Squared Test: Revealing Hidden Patterns in Your Data
🗂 Category: DATA SCIENCE
🕒 Date: 2024-06-25 | ⏱️ Read time: 10 min read
Unlock Hidden Patterns in Your Data with the Chi-Squared Test in Python.
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📌 A Guide to Python’s Weak References Using weakref Module
🗂 Category: DATA SCIENCE
🕒 Date: 2024-06-25 | ⏱️ Read time: 7 min read
Learn all about weak references in Python: reference counting, garbage collection, and practical uses of…
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📌 Data Visualization Generation Using Large Language and Image Generation Models with LIDA
🗂 Category: DATA SCIENCE
🕒 Date: 2024-06-25 | ⏱️ Read time: 14 min read
An overview of the LIDA library, including how to get started, examples, and considerations going…
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📌 PySpark Explained: Dealing with Invalid Records When Reading CSV and JSON Files
🗂 Category: DATA ENGINEERING
🕒 Date: 2024-06-25 | ⏱️ Read time: 9 min read
Effective techniques for identifying and handling data errors
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📌 Bayesian A/B Testing Falls Short
🗂 Category: DATA SCIENCE
🕒 Date: 2024-06-25 | ⏱️ Read time: 15 min read
Over the past decade, I’ve engaged in countless discussions about Bayesian A/B testing versus Frequentist…
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📌 Mastering Object Counting in Videos
🗂 Category:
🕒 Date: 2024-06-25 | ⏱️ Read time: 8 min read
Step-by-step guide to counting strolling ants on a tree using detection and tracking techniques.
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📌 How to Spin Up a Project Structure with Cookiecutter
🗂 Category: PRODUCTIVITY
🕒 Date: 2025-10-13 | ⏱️ Read time: 7 min read
If you’re anything like me, “procrastination” might as well be your middle name. There’s always…
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📌 Judge an LLM Judge: A Dual-Layer Evaluation Framework for Continuous Improvement of LLM Evaluation
🗂 Category: MACHINE LEARNING
🕒 Date: 2024-07-17 | ⏱️ Read time: 13 min read
Can “the evaluation of an LLM application by an LLM judge” be audited by another…
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🤖🧠 Jio AI Classroom: Learn Artificial Intelligence for Free with Jio Institute & JioPC App
🗓️ 13 Oct 2025
📚 AI News & Trends
Artificial Intelligence (AI) is redefining industries across the globe from healthcare to education, finance and beyond. But for millions of learners in India, access to high-quality AI education has often been limited by cost and technical barriers. Bridging this gap, Jio Institute in collaboration with JioPC App has launched a unique free online AI learning ...
#JioAIClassroom #ArtificialIntelligence #FreeAIEducation #JioInstitute #JioPCApp #AILearning
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No one believed I’d see behind the scenes of BIGG BOSS S9 — but I made it.
What happened next shocked even the show’s producers.
If you want the secrets they never air — you have to see for yourself.
#ad InsideAds
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🤖🧠 Ultimate OpenTSLM: Stanford’s Open-Source Framework Bridging LLMs and Medical Time-Series Data
🗓️ 13 Oct 2025
📚 AI News & Trends
In recent years, artificial intelligence (AI) has made remarkable strides in transforming healthcare. From medical imaging to patient monitoring systems, AI-driven solutions are reshaping how clinicians diagnose, treat and manage diseases. One of the most promising developments in this space is the integration of large language models (LLMs) with time-series data, a combination that holds ...
#OpenTSLM #LLMs #MedicalAI #TimeSeriesData #ArtificialIntelligence #OpenSourceFramework
