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 40 310 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
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أرشيف المشاركات
40 310
📌 The Gamma Hurdle Distribution
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-07 | ⏱️ Read time: 11 min read
Which Outcome Matters? Here is a common scenario : An A/B test was conducted, where…
40 310
📌 Six Ways to Control Style and Content in Diffusion Models
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-02-10 | ⏱️ Read time: 9 min read
Stable Diffusion 1.5/2.0/2.1/XL 1.0, DALL-E, Imagen… In the past years, diffusion models have showcased stunning…
40 310
📌 Polars vs. Pandas — An Independent Speed Comparison
🗂 Category: DATA ENGINEERING
🕒 Date: 2025-02-11 | ⏱️ Read time: 13 min read
Overview Introduction — Purpose and Reasons Speed is important when dealing with large amounts of…
40 310
📌 Data vs. Business Strategy
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-11 | ⏱️ Read time: 12 min read
There seems to be a consensus that leveraging data, analytics, and AI to create a…
40 310
📌 Understanding Model Calibration: A Gentle Introduction & Visual Exploration
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-02-11 | ⏱️ Read time: 16 min read
How Reliable Are Your Predictions? About To be considered reliable, a model must be calibrated…
40 310
📌 4-Dimensional Data Visualization: Time in Bubble Charts
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-11 | ⏱️ Read time: 9 min read
Bubble charts elegantly compress large amounts of information into a single visualization, with bubble size…
40 310
📌 Virtualization & Containers for Data Science Newbies
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-11 | ⏱️ Read time: 12 min read
Virtualization makes it possible to run multiple virtual machines (VMs) on a single piece of…
40 310
📌 Build a Decision Tree in Polars from Scratch
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-12 | ⏱️ Read time: 21 min read
Decision tree algorithms have always fascinated me. They are easy to implement and achieve good…
40 310
📌 Branching Out: 4 Git Workflows for Collaborating on ML
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-02-12 | ⏱️ Read time: 11 min read
It’s been more than 15 years since I finished my master’s degree, but I’m still…
40 310
📌 Pandas Can’t Handle This: How ArcticDB Powers Massive Datasets
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-12 | ⏱️ Read time: 14 min read
Python has grown to dominate data science, and its package Pandas has become the go-to…
40 310
📌 Manage Environment Variables with Pydantic
🗂 Category: PROGRAMMING
🕒 Date: 2025-02-12 | ⏱️ Read time: 5 min read
Introduction Developers work on applications that are supposed to be deployed on some server in…
40 310
📌 Method of Moments Estimation with Python Code
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-12 | ⏱️ Read time: 10 min read
Let’s say you are in a customer care center, and you would like to know…
40 310
📌 Should Data Scientists Care About Quantum Computing?
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-12 | ⏱️ Read time: 6 min read
I am sure the quantum hype has reached every person in tech (and outside it,…
40 310
📌 Learnings from a Machine Learning Engineer — Part 2: The Data Sets
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-02-13 | ⏱️ Read time: 10 min read
In Part 1, we discussed the importance of collecting good image data and assigning proper labels…
40 310
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40 310
🚀🔥 𝗕𝗲𝗰𝗼𝗺𝗲 𝗮𝗻 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜 𝗕𝘂𝗶𝗹𝗱𝗲𝗿 — 𝗙𝗿𝗲𝗲 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺
Master the hottest skill in tech: building intelligent AI systems that think and act independently.
Learn to build smart 𝗰𝗵𝗮𝘁𝗯𝗼𝘁𝘀, 𝗔𝗜 𝗮𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁𝘀 𝗮𝗻𝗱 𝗺𝘂𝗹𝘁𝗶-𝗮𝗴𝗲𝗻𝘁 𝘀𝘆𝘀𝘁𝗲𝗺𝘀.
𝗘𝗮𝗿𝗻 𝗽𝗿𝗼𝗳𝗲𝘀𝘀𝗶𝗼𝗻𝗮𝗹 𝗰𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 and 𝗴𝗲𝘁 𝗻𝗼𝘁𝗶𝗰𝗲𝗱 𝗯𝘆 𝘁𝗼𝗽 𝗔𝗜 𝗲𝗺𝗽𝗹𝗼𝘆𝗲𝗿𝘀.
𝗙𝗿𝗲𝗲. 𝗦𝗲𝗹𝗳-𝗽𝗮𝗰𝗲𝗱. 𝗖𝗮𝗿𝗲𝗲𝗿-𝗰𝗵𝗮𝗻𝗴𝗶𝗻𝗴.
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📌 Data Roles, Small Language Models, Knowledge Graphs, and More: Our January Must-Reads
🗂 Category: DATA SCIENCE
🕒 Date: 2025-01-30 | ⏱️ Read time: 5 min read
The stories that resonated the most with our community in the past month
40 310
📌 Time Series Forecasting with MFLES
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-01-30 | ⏱️ Read time: 7 min read
The newest method in StatsForecast
40 310
📌 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
