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
Machine Learning with Pythonالشبكة:Machine Learning with Pythonسوريا228التكنولوجيات والتطبيقات3 381

📈 نظرة تحليلية على قناة تيليجرام Machine Learning

تُعد قناة Machine Learning (@machinelearning9) في القطاع اللغوي الإنكليزية لاعباً نشطاً. يضم المجتمع حالياً 40 191 مشتركاً، محتلاً المرتبة 3 381 في فئة التكنولوجيات والتطبيقات والمرتبة 228 في منطقة سوريا.

📊 مؤشرات الجمهور والحراك

منذ تأسيسه في невідомо، حقق المشروع نمواً سريعاً وجمع 40 191 مشتركاً.

بحسب آخر البيانات بتاريخ 01 يوليو, 2026، تحافظ القناة على نشاط مستقر. خلال آخر 30 يوماً تغيّر عدد الأعضاء بمقدار 355، وفي آخر 24 ساعة بمقدار 21، مع بقاء الوصول العام مرتفعاً.

  • حالة التحقق: غير موثّقة
  • معدل التفاعل (ER): يبلغ متوسط تفاعل الجمهور 2.04‎%. وخلال أول 24 ساعة من النشر يحصد المحتوى عادةً 2.12‎% من ردود الفعل نسبةً إلى إجمالي المشتركين.
  • وصول المنشورات: يحصل كل منشور على متوسط 818 مشاهدة. وخلال اليوم الأول يجمع عادةً 851 مشاهدة.
  • التفاعلات والاستجابة: يتفاعل الجمهور بانتظام؛ متوسط التفاعلات لكل منشور يبلغ 2.
  • 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 02 يوليو, 2026) تحافظ القناة على حداثتها ومستوى وصول مرتفع. وتُظهر التحليلات تفاعلاً نشطاً من الجمهور، ما يجعلها نقطة تأثير مهمة ضمن فئة التكنولوجيات والتطبيقات.

40 191
المشتركون
+2124 ساعات
+857 أيام
+35530 أيام
أرشيف المشاركات
Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 Metrics to Evaluate a Classification Machine Learning Model 🗂 Category: 🕒 Date: 2024-07-31 | ⏱️ Read time: 8 min read A
📌 Metrics to Evaluate a Classification Machine Learning Model 🗂 Category: 🕒 Date: 2024-07-31 | ⏱️ Read time: 8 min read A study case of credit card fraud

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 8 Practical Prompt Engineering Tips for Better LLM Apps 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-08-01 | ⏱️ Read
📌 8 Practical Prompt Engineering Tips for Better LLM Apps 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-08-01 | ⏱️ Read time: 10 min read How to boost your LLM-native apps with 8 actionable prompt engineering tips for performance, production…

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 SQL Optimization, Data Science Portfolios, and Other July Must-Reads 🗂 Category: DATA SCIENCE 🕒 Date: 2024-08-01 | ⏱️ Re
📌 SQL Optimization, Data Science Portfolios, and Other July Must-Reads 🗂 Category: DATA SCIENCE 🕒 Date: 2024-08-01 | ⏱️ Read time: 4 min read The stories that resonated the most with our community in the past month

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 Local LLM Fine-Tuning on Mac (M1 16GB) 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2024-08-01 | ⏱️ Read time: 9 min read B
📌 Local LLM Fine-Tuning on Mac (M1 16GB) 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2024-08-01 | ⏱️ Read time: 9 min read Beginner-friendly Python code walkthrough (ft. MLX)

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 Introduction to Interpretable Clustering 🗂 Category: 🕒 Date: 2024-08-01 | ⏱️ Read time: 13 min read What is interpretabl
📌 Introduction to Interpretable Clustering 🗂 Category: 🕒 Date: 2024-08-01 | ⏱️ Read time: 13 min read What is interpretable clustering and why is it important.

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 Economics of Generative AI 🗂 Category: BUSINESS 🕒 Date: 2024-08-01 | ⏱️ Read time: 8 min read What’s the business model
📌 Economics of Generative AI 🗂 Category: BUSINESS 🕒 Date: 2024-08-01 | ⏱️ Read time: 8 min read What’s the business model for generative AI, given what we know today about the technology…

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 Building a RAG Pipeline with MongoDB: Vector Search for Personalized Movie Picks 🗂 Category: LARGE LANGUAGE MODELS 🕒 Dat
📌 Building a RAG Pipeline with MongoDB: Vector Search for Personalized Movie Picks 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2024-08-01 | ⏱️ Read time: 9 min read Learn how to integrate LLMs and MongoDB for precise, context-aware suggestion systems

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 How I Built My First RAG Pipeline 🗂 Category: 🕒 Date: 2024-08-02 | ⏱️ Read time: 6 min read A RAG pipeline to answer all
📌 How I Built My First RAG Pipeline 🗂 Category: 🕒 Date: 2024-08-02 | ⏱️ Read time: 6 min read A RAG pipeline to answer all of your recruiters’ questions for you!

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 The Top 10 Data Lifecycle Problems that Data Engineering Solves 🗂 Category: ANALYTICS 🕒 Date: 2024-08-02 | ⏱️ Read time:
📌 The Top 10 Data Lifecycle Problems that Data Engineering Solves 🗂 Category: ANALYTICS 🕒 Date: 2024-08-02 | ⏱️ Read time: 16 min read Clear strategies for addressing key pain points

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 3 Surprising Use-cases for Branching in Airflow you’ve not seen before 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-08-02 |
📌 3 Surprising Use-cases for Branching in Airflow you’ve not seen before 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-08-02 | ⏱️ Read time: 4 min read Introduction How often is it that you’re writing a Data Pipeline and then you wish…

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 Python Code Playground in MkDocs 🗂 Category: PRODUCTIVITY 🕒 Date: 2024-08-02 | ⏱️ Read time: 6 min read Making documenta
📌 Python Code Playground in MkDocs 🗂 Category: PRODUCTIVITY 🕒 Date: 2024-08-02 | ⏱️ Read time: 6 min read Making documentation come to life

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 TDS Newsletter: September Must-Reads on ML Career Roadmaps, Python Essentials, AI Agents, and More 🗂 Category: THE VARIAB
📌 TDS Newsletter: September Must-Reads on ML Career Roadmaps, Python Essentials, AI Agents, and More 🗂 Category: THE VARIABLE 🕒 Date: 2025-10-02 | ⏱️ Read time: 3 min read Don’t miss our most-read and -shared articles of the past month

Machine Learning
Machine Learningverified-telegram-icon
40 191
Ever wondered how much smarter your workflow could be with AI? Meet Padma AI — your personal Telegram bot that makes work fas
Ever wondered how much smarter your workflow could be with AI? Meet Padma AI — your personal Telegram bot that makes work faster, easier, smarter. Try out the AI assistant everyone’s talking about now — and see how much more you can do in a day. Don’t miss your edge — join Padma AI and upgrade your routine! #ad InsideAds

Machine Learning
Machine Learningverified-telegram-icon
40 191
Missed the latest Kaiju battle? Season 2 of “Kaiju No.8” ⛩️ is almost here—now in Hindi dub! Be first to watch exclusive epis
Missed the latest Kaiju battle? Season 2 of “Kaiju No.8” ⛩️ is almost here—now in Hindi dub! Be first to watch exclusive episodes, insider updates, and surprise drops right here. Don’t wait—join now to catch every epic moment before anyone else. Ready for the ultimate anime experience? Subscribe now! #ad InsideAds

Machine Learning
Machine Learningverified-telegram-icon
40 191
Missed the last big airdrop? Don’t repeat it. Padma turns grinding into a clear loop: finish daily quests, unlock upgrades an
Missed the last big airdrop? Don’t repeat it. Padma turns grinding into a clear loop: finish daily quests, unlock upgrades and artifacts drops, and convert progress into PAD tokens. Start early this season to grab higher multipliers and leaderboard rewards. Start now! #ad InsideAds

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 AI Hallucinations: Can Memory Hold the Answer? 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-08-02 | ⏱️ Read time: 7
📌 AI Hallucinations: Can Memory Hold the Answer? 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-08-02 | ⏱️ Read time: 7 min read Exploring How Memory Mechanisms Can Mitigate Hallucinations in Large Language Models

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 5 PCA Visualizations You Must Try On Your Next Data Science Project 🗂 Category: DATA SCIENCE 🕒 Date: 2024-08-02 | ⏱️ Rea
📌 5 PCA Visualizations You Must Try On Your Next Data Science Project 🗂 Category: DATA SCIENCE 🕒 Date: 2024-08-02 | ⏱️ Read time: 8 min read Which features carry the most weight? How do original features contribute to principal components? These…

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 Train/Fine-Tune Segment Anything 2 (SAM 2) in 60 Lines of Code 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-08-03 | ⏱️ Read
📌 Train/Fine-Tune Segment Anything 2 (SAM 2) in 60 Lines of Code 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-08-03 | ⏱️ Read time: 15 min read A step-by-step tutorial for fine-tuning SAM2 for custom segmentation tasks.

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 Text Vectorization Demystified: Transforming Language into Data 🗂 Category: 🕒 Date: 2024-08-03 | ⏱️ Read time: 13 min re
📌 Text Vectorization Demystified: Transforming Language into Data 🗂 Category: 🕒 Date: 2024-08-03 | ⏱️ Read time: 13 min read An intuitive guide to text vectorization

Machine Learning
Machine Learningverified-telegram-icon
40 191
📌 PySpark Explained: Delta Tables 🗂 Category: DATA SCIENCE 🕒 Date: 2024-08-03 | ⏱️ Read time: 15 min read Learn how to use
📌 PySpark Explained: Delta Tables 🗂 Category: DATA SCIENCE 🕒 Date: 2024-08-03 | ⏱️ Read time: 15 min read Learn how to use the building blocks of Delta Lakes.