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 40 373 مشتركاً، محتلاً المرتبة 3 327 في فئة التكنولوجيات والتطبيقات والمرتبة 225 في منطقة سوريا.
📊 مؤشرات الجمهور والحراك
منذ تأسيسه في невідомо، حقق المشروع نمواً سريعاً وجمع 40 373 مشتركاً.
بحسب آخر البيانات بتاريخ 12 يوليو, 2026، تحافظ القناة على نشاط مستقر. خلال آخر 30 يوماً تغيّر عدد الأعضاء بمقدار 399، وفي آخر 24 ساعة بمقدار 24، مع بقاء الوصول العام مرتفعاً.
- حالة التحقق: غير موثّقة
- معدل التفاعل (ER): يبلغ متوسط تفاعل الجمهور 2.42%. 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 979 مشاهدة. وخلال اليوم الأول يجمع عادةً 703 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 13 يوليو, 2026) تحافظ القناة على حداثتها ومستوى وصول مرتفع. وتُظهر التحليلات تفاعلاً نشطاً من الجمهور، ما يجعلها نقطة تأثير مهمة ضمن فئة التكنولوجيات والتطبيقات.
40 373
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أرشيف المشاركات
40 386
📌 How to Import Pre-Annotated Data into Label Studio and Run the Full Stack with Docker
🗂 Category: DATA SCIENCE
🕒 Date: 2025-08-29 | ⏱️ Read time: 9 min read
From VOC to JSON: Importing pre-annotations made simple
40 386
📌 Unlocking Multimodal Video Transcription with Gemini
🗂 Category: LLM APPLICATIONS
🕒 Date: 2025-08-29 | ⏱️ Read time: 66 min read
Explore how to transcribe videos with speaker identification in a single prompt
40 386
📌 Toward Digital Well-Being: Using Generative AI to Detect and Mitigate Bias in Social Networks
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-08-29 | ⏱️ Read time: 9 min read
This research answered the question: How can machine learning and artificial intelligence help us to…
40 386
📌 Marginal Effect of Hyperparameter Tuning with XGBoost
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-08-29 | ⏱️ Read time: 17 min read
Demystifying Bayesian hyperparameter optimization and comparing hyperparameter tuning paradigms
40 386
📌 Crafting a Custom Voice Assistant with Perplexity
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-08-30 | ⏱️ Read time: 10 min read
How to build a fully functional, hands-free voice assistant on a Raspberry Pi
40 386
📌 Understanding Matrices | Part 4: Matrix Inverse
🗂 Category: MATH
🕒 Date: 2025-08-30 | ⏱️ Read time: 18 min read
The physical meaning of matrix inversion, related formulas, and how inversion behaves on several special…
40 386
📌 The Machine Learning Lessons I’ve Learned This Month
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-08-31 | ⏱️ Read time: 5 min read
August 2025: logging, lab notebooks, overnight runs
40 386
📌 How to Develop a Bilingual Voice Assistant
🗂 Category: LLM APPLICATIONS
🕒 Date: 2025-08-31 | ⏱️ Read time: 8 min read
Exploring ways to make voice assistants more personal
40 386
📌 The Generalist: The New All-Around Type of Data Professional?
🗂 Category: DATA SCIENCE
🕒 Date: 2025-09-01 | ⏱️ Read time: 6 min read
Is over-specialization ending and are data generalists on the rise?
40 386
📌 Writing Is Thinking
🗂 Category: AUTHOR SPOTLIGHTS
🕒 Date: 2025-09-02 | ⏱️ Read time: 5 min read
Egor Howell on breaking into ML without a CS degree, surviving 80+ interviews, and what…
40 386
📌 3 Greedy Algorithms for Decision Trees, Explained with Examples
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-09-02 | ⏱️ Read time: 12 min read
Learn the inner workings of decision trees
40 386
📌 What is Universality in LLMs? How to Find Universal Neurons
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-09-02 | ⏱️ Read time: 5 min read
How independently trained transformers form same the neurons
40 386
📌 How to Scale Your AI Search to Handle 10M Queries with 5 Powerful Techniques
🗂 Category: CONVERSATIONAL AI
🕒 Date: 2025-09-02 | ⏱️ Read time: 9 min read
Optimize your AI search with RAG, contextual retrieval and evaluations
40 386
📌 Implementing the Caesar Cipher in Python
🗂 Category: PROGRAMMING
🕒 Date: 2025-09-02 | ⏱️ Read time: 7 min read
Julius Caesar was a Roman ruler known for his military strategies and excellent leadership. Named…
40 386
📌 A Deep Dive into RabbitMQ & Python’s Celery: How to Optimise Your Queues
🗂 Category: PROGRAMMING
🕒 Date: 2025-09-02 | ⏱️ Read time: 12 min read
Key lessons I’ve learned running RabbitMQ + Celery in production
40 386
📌 What Being a Data Scientist at a Startup Really Looks Like
🗂 Category: DATA SCIENCE
🕒 Date: 2025-09-03 | ⏱️ Read time: 9 min read
What I learned about growth, visibility, and chaos over the past five years
40 386
📌 Stochastic Differential Equations and Temperature — NASA Climate Data pt. 2
🗂 Category: MATH
🕒 Date: 2025-09-03 | ⏱️ Read time: 14 min read
The Ornstein-Uhlenbeck process in Python
40 386
📌 Hands On Time Series Modeling of Rare Events, with Python
🗂 Category: DATA SCIENCE
🕒 Date: 2025-09-03 | ⏱️ Read time: 11 min read
This is how to model rare events occurrences in a time series in a few…
40 386
📌 AI FOMO, Shadow AI, and Other Business Problems
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-09-03 | ⏱️ Read time: 6 min read
What’s the state of AI in business these days, and how much does it cost…
40 386
📌 Useful Python Libraries You Might Not Have Heard Of: Freezegun
🗂 Category: PROGRAMMING
🕒 Date: 2025-09-03 | ⏱️ Read time: 12 min read
Bring time to a standstill in your Python tests
