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
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شبکه:📈 تحلیل کانال تلگرام Machine Learning
کانال Machine Learning (@machinelearning9) در بخش زبانی انگلیسی بازیگری فعال است. در حال حاضر جامعه شامل 40 346 مشترک است و جایگاه 3 329 را در دسته فناوری و برنامهها و رتبه 225 را در منطقه سوريا دارد.
📊 شاخصهای مخاطب و پویایی
از زمان ایجاد در невідомо، پروژه رشد سریعی داشته و 40 346 مشترک جذب کرده است.
بر اساس آخرین دادهها در تاریخ 11 ژوئیه, 2026، کانال فعالیت پایداری دارد. در ۳۰ روز گذشته تغییر اعضا برابر 393 و در ۲۴ ساعت گذشته برابر 17 بوده و همچنان دسترسی گستردهای حفظ شده است.
- وضعیت تأیید: تأیید نشده
- نرخ تعامل (ER): میانگین تعامل مخاطب 2.29% است و در ۲۴ ساعت نخست پس از انتشار، محتوا معمولاً 1.74% واکنش نسبت به کل مشترکان کسب میکند.
- دسترسی پستها: هر پست به طور میانگین 924 بازدید دریافت میکند. در اولین روز معمولاً 702 بازدید جمعآوری میشود.
- واکنشها و تعامل: مخاطبان بهطور فعال حمایت میکنند؛ میانگین واکنش به هر پست 4 است.
- علایق موضوعی: محتوا بر موضوعات کلیدی مانند distance, insidead, gpu, learning, degree تمرکز دارد.
📝 توضیح و سیاست محتوایی
نویسنده این فضا را محل بیان دیدگاههای شخصی توصیف میکند:
“Real Machine Learning — simple, practical, and built on experience.
Learn step by step with clear explanations and working code.
Admin: @HusseinSheikho || @Hussein_Sheikho”
به لطف بهروزرسانیهای پرتکرار (آخرین داده در تاریخ 12 ژوئیه, 2026)، کانال همواره بهروز و دارای دسترسی بالاست. تحلیلها نشان میدهد مخاطبان بهطور فعال با محتوا تعامل دارند و آن را به نقطه اثرگذاری مهم در دسته فناوری و برنامهها تبدیل کردهاند.
40 346
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آرشیو پست ها
40 352
📌 June Must-Reads: AI Agents, Dashboards, and More
🗂 Category: THE VARIABLE
🕒 Date: 2025-07-03 | ⏱️ Read time: 4 min read
A selection of our most-read and -shared articles of the past month.
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📌 GraphRAG in Action: A Simple Agent for Know-Your-Customer Investigations
🗂 Category: ARTIFICIAL INTELLIGENCE
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🗂 Category: LARGE LANGUAGE MODELS
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From unjustified shootings to neutral stories: how to fix toxic narratives with selective pruning
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📌 Explainable Anomaly Detection with RuleFit: An Intuitive Guide
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-07-04 | ⏱️ Read time: 13 min read
Creating interpretable rules to characterize the identified anomalies
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📌 Change-Aware Data Validation with Column-Level Lineage
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-04 | ⏱️ Read time: 8 min read
Data transformation tools like dbt make constructing SQL data pipelines easy and systematic. But even…
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🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-04 | ⏱️ Read time: 11 min read
How AI is transforming data science interviews—and what hiring managers and candidates should do to…
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📌 My Honest Advice for Aspiring Machine Learning Engineers
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-07-04 | ⏱️ Read time: 6 min read
What it really takes to become a machine learning engineer
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📌 Implementing the Coffee Machine in Python
🗂 Category: PROGRAMMING
🕒 Date: 2025-09-08 | ⏱️ Read time: 8 min read
A beginner-friendly step-by-step guide to coding a Coffee Maker in Python
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Repost from Machine Learning with Python
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📌 Liberating Performance with Immutable DataFrames in Free-Threaded Python
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-07 | ⏱️ Read time: 7 min read
How StaticFrame and Python 3.13t enable true thread-based concurrency
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📌 Where Are We with Shor’s Algorithm?
🗂 Category: PROGRAMMING
🕒 Date: 2025-07-07 | ⏱️ Read time: 28 min read
A deep dive into the implementation of Shor’s algorithm and an analysis of quantum runs…
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📌 Build Algorithm-Agnostic ML Pipelines in a Breeze
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The framework is now an open-source Python package for streamlined ML workflows
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📌 POSET Representations in Python Can Have a Huge Impact on Business
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-07 | ⏱️ Read time: 14 min read
Discover how POSET indicators transform data into coherent scoring systems, enabling meaningful comparisons while preserving…
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Leveraging MCP for automating your daily routine
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🕒 Date: 2025-07-07 | ⏱️ Read time: 9 min read
How Shazam recognizes songs in seconds
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📌 Run Your Python Code up to 80x Faster Using the Cython Library
🗂 Category: PROGRAMMING
🕒 Date: 2025-07-08 | ⏱️ Read time: 13 min read
A four-step plan for C language speed where it matters most
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📌 Microsoft’s Revolutionary Diagnostic Medical AI, Explained
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-08 | ⏱️ Read time: 12 min read
Microsoft’s latest paper discusses a path to medical superintelligence. How close are we, really?
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📌 Build Interactive Machine Learning Apps with Gradio
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-08 | ⏱️ Read time: 7 min read
Create a fun text-to-speech demo in minutes
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📌 What I Learned in my First 18 Months as a Freelance Data Scientist
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The taxes and health insurance edition
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📌 How to Fine-Tune Small Language Models to Think with Reinforcement Learning
🗂 Category: LARGE LANGUAGE MODELS
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A visual tour and from-scratch guide to train GRPO reasoning models in PyTorch
