ar
Feedback
Machine Learning

Machine Learning

الذهاب إلى القناة على Telegram

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 40 310 مشتركاً، محتلاً المرتبة 3 332 في فئة التكنولوجيات والتطبيقات والمرتبة 225 في منطقة سوريا.

📊 مؤشرات الجمهور والحراك

منذ تأسيسه في невідомо، حقق المشروع نمواً سريعاً وجمع 40 310 مشتركاً.

بحسب آخر البيانات بتاريخ 09 يوليو, 2026، تحافظ القناة على نشاط مستقر. خلال آخر 30 يوماً تغيّر عدد الأعضاء بمقدار 378، وفي آخر 24 ساعة بمقدار 30، مع بقاء الوصول العام مرتفعاً.

  • حالة التحقق: غير موثّقة
  • معدل التفاعل (ER): يبلغ متوسط تفاعل الجمهور 2.23‎%. وخلال أول 24 ساعة من النشر يحصد المحتوى عادةً 1.95‎% من ردود الفعل نسبةً إلى إجمالي المشتركين.
  • وصول المنشورات: يحصل كل منشور على متوسط 897 مشاهدة. وخلال اليوم الأول يجمع عادةً 788 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 10 يوليو, 2026) تحافظ القناة على حداثتها ومستوى وصول مرتفع. وتُظهر التحليلات تفاعلاً نشطاً من الجمهور، ما يجعلها نقطة تأثير مهمة ضمن فئة التكنولوجيات والتطبيقات.

40 310
المشتركون
+3024 ساعات
+1067 أيام
+37830 أيام
أرشيف المشاركات
📌 Nine Pico PIO Wats with Rust (Part 1) 🗂 Category: PROGRAMMING 🕒 Date: 2025-01-30 | ⏱️ Read time: 19 min read Raspberry P
📌 Nine Pico PIO Wats with Rust (Part 1) 🗂 Category: PROGRAMMING 🕒 Date: 2025-01-30 | ⏱️ Read time: 19 min read Raspberry Pi programmable IO pitfalls illustrated with a musical example

📌 Navigating Data Science Content: Recognizing Common Pitfalls, Part 1 🗂 Category: DATA SCIENCE 🕒 Date: 2025-01-30 | ⏱️ Re
📌 Navigating Data Science Content: Recognizing Common Pitfalls, Part 1 🗂 Category: DATA SCIENCE 🕒 Date: 2025-01-30 | ⏱️ Read time: 6 min read Uncovering and correcting misconceptions in online data science content to help you learn more effectively

📌 Stop Creating Bad DAGs – Optimize Your Airflow Environment By Improving Your Python Code 🗂 Category: DATA ENGINEERING 🕒
📌 Stop Creating Bad DAGs – Optimize Your Airflow Environment By Improving Your Python Code 🗂 Category: DATA ENGINEERING 🕒 Date: 2025-01-30 | ⏱️ Read time: 10 min read Valuable tips to reduce your DAGs’ parse time and save resources.

📌 DeepSeek-V3 Explained 1: Multi-head Latent Attention 🗂 Category: DEEP LEARNING 🕒 Date: 2025-01-31 | ⏱️ Read time: 9 min
📌 DeepSeek-V3 Explained 1: Multi-head Latent Attention 🗂 Category: DEEP LEARNING 🕒 Date: 2025-01-31 | ⏱️ Read time: 9 min read Key architecture innovation behind DeepSeek-V2 and DeepSeek-V3 for faster inference

📌 AI Development vs Software Engineering: Key Differences Explained 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-01-31
📌 AI Development vs Software Engineering: Key Differences Explained 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-01-31 | ⏱️ Read time: 6 min read Why Treating AI Projects Like Traditional Software Development Limits Your Team’s Potential for Success

📌 How Likely Is a Six Nations Grand Slam in 2025? 🗂 Category: DATA SCIENCE 🕒 Date: 2025-01-31 | ⏱️ Read time: 15 min read
📌 How Likely Is a Six Nations Grand Slam in 2025? 🗂 Category: DATA SCIENCE 🕒 Date: 2025-01-31 | ⏱️ Read time: 15 min read The Six Nations is back! This article explores how we can use Data Science &…

📌 Visualize Data Streams in Python 🗂 Category: DATA SCIENCE 🕒 Date: 2025-01-31 | ⏱️ Read time: 7 min read Plotting continu
📌 Visualize Data Streams in Python 🗂 Category: DATA SCIENCE 🕒 Date: 2025-01-31 | ⏱️ Read time: 7 min read Plotting continuous real-time data with deque

📌 The . Extension is Now a Thing in Python ? 🗂 Category: PROGRAMMING 🕒 Date: 2025-01-31 | ⏱️ Read time: 6 min read Transfo
📌 The . Extension is Now a Thing in Python ? 🗂 Category: PROGRAMMING 🕒 Date: 2025-01-31 | ⏱️ Read time: 6 min read Transform your .py files into . modules

📌 The AI Product Manager 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-01-31 | ⏱️ Read time: 10 min read An introductio
📌 The AI Product Manager 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-01-31 | ⏱️ Read time: 10 min read An introduction to an exciting role leading impact with AI

📌 Align Your Data Architecture for Universal Data Supply 🗂 Category: DATA ENGINEERING 🕒 Date: 2025-01-31 | ⏱️ Read time: 1
📌 Align Your Data Architecture for Universal Data Supply 🗂 Category: DATA ENGINEERING 🕒 Date: 2025-01-31 | ⏱️ Read time: 17 min read Follow me through the steps on how to evolve your architecture to align with your…

📌 Inequality in Practice: E-commerce Portfolio Analysis 🗂 Category: 🕒 Date: 2025-01-31 | ⏱️ Read time: 36 min read From Ma
📌 Inequality in Practice: E-commerce Portfolio Analysis 🗂 Category: 🕒 Date: 2025-01-31 | ⏱️ Read time: 36 min read From Mathematical Theory to Actionable Insights: A 6-Year Shopify Case Study

📌 Can Machines Dream? On the Creativity of Large Language Models 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-01-31 |
📌 Can Machines Dream? On the Creativity of Large Language Models 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-01-31 | ⏱️ Read time: 12 min read Exploring the Role of Hallucinations, Dependencies, and Imagination in AI Creativity

📌 Fine-tuning Multimodal Embedding Models 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-01-31 | ⏱️ Read time: 10 min read Adap
📌 Fine-tuning Multimodal Embedding Models 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-01-31 | ⏱️ Read time: 10 min read Adapting CLIP to YouTube Data (with Python Code)

📌 Using LLamaIndex Workflow to Implement an Agent Handoff Feature Like OpenAI Swarm 🗂 Category: 🕒 Date: 2025-02-01 | ⏱️ Re
📌 Using LLamaIndex Workflow to Implement an Agent Handoff Feature Like OpenAI Swarm 🗂 Category: 🕒 Date: 2025-02-01 | ⏱️ Read time: 22 min read Example: a customer service chatbot project

📌 DeepSeek V3: A New Contender in AI-Powered Data Science 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-02-01 | ⏱️ Read
📌 DeepSeek V3: A New Contender in AI-Powered Data Science 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-02-01 | ⏱️ Read time: 12 min read How DeepSeek’s budget-friendly AI model stacks up against ChatGPT, Claude, and Gemini in SQL, EDA,…

📌 Injecting domain expertise into your AI system 🗂 Category: ENTREPRENEURSHIP 🕒 Date: 2025-02-01 | ⏱️ Read time: 18 min re
📌 Injecting domain expertise into your AI system 🗂 Category: ENTREPRENEURSHIP 🕒 Date: 2025-02-01 | ⏱️ Read time: 18 min read How to connect the dots between AI technology and real life

📌 Sparse AutoEncoder: from Superposition to interpretable features 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-02-01
📌 Sparse AutoEncoder: from Superposition to interpretable features 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-02-01 | ⏱️ Read time: 6 min read Disentangle features in complex Neural Network with superpositions

📌 The Cultural Backlash Against Generative AI 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-02-01 | ⏱️ Read time: 11 mi
📌 The Cultural Backlash Against Generative AI 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-02-01 | ⏱️ Read time: 11 min read What’s making many people resent generative AI, and what impact does that have on the…

📌 Improving Agent Systems & AI Reasoning 🗂 Category: 🕒 Date: 2025-02-02 | ⏱️ Read time: 11 min read DeepSeek-R1, OpenAI o1
📌 Improving Agent Systems & AI Reasoning 🗂 Category: 🕒 Date: 2025-02-02 | ⏱️ Read time: 11 min read DeepSeek-R1, OpenAI o1 & o3, Test-Time Compute Scaling, Model Post-Training and the Transition to Reasoning…

📌 How to Make a Data Science Portfolio That Stands Out 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-02-02 | ⏱️ Read ti
📌 How to Make a Data Science Portfolio That Stands Out 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-02-02 | ⏱️ Read time: 9 min read Create a data science portfolio with Cloud-flare and HUGO