اکنون در دسترس! پژوهش تلگرام ۲۰۲۵ — مهمترین بینشهای سال 
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
نمایش بیشتر📈 تحلیل کانال تلگرام Machine Learning
کانال Machine Learning (@machinelearning9) در بخش زبانی انگلیسی بازیگری فعال است. در حال حاضر جامعه شامل 40 151 مشترک است و جایگاه 3 380 را در دسته فناوری و برنامهها و رتبه 228 را در منطقه سوريا دارد.
📊 شاخصهای مخاطب و پویایی
از زمان ایجاد در невідомо، پروژه رشد سریعی داشته و 40 151 مشترک جذب کرده است.
بر اساس آخرین دادهها در تاریخ 29 ژوئن, 2026، کانال فعالیت پایداری دارد. در ۳۰ روز گذشته تغییر اعضا برابر 380 و در ۲۴ ساعت گذشته برابر 3 بوده و همچنان دسترسی گستردهای حفظ شده است.
- وضعیت تأیید: تأیید نشده
- نرخ تعامل (ER): میانگین تعامل مخاطب 2.08% است و در ۲۴ ساعت نخست پس از انتشار، محتوا معمولاً 1.91% واکنش نسبت به کل مشترکان کسب میکند.
- دسترسی پستها: هر پست به طور میانگین 837 بازدید دریافت میکند. در اولین روز معمولاً 766 بازدید جمعآوری میشود.
- واکنشها و تعامل: مخاطبان بهطور فعال حمایت میکنند؛ میانگین واکنش به هر پست 3 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 30 ژوئن, 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.
40 151
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آرشیو پست ها
40 150
📌 AI Training Simplified: The Essential Mathematics Explained
🗂 Category: DATA SCIENCE
🕒 Date: 2024-07-06 | ⏱️ Read time: 4 min read
An Illustrated Overview of Mathematical Logic Used in AI Training
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📌 Understanding and Implementing Medprompt
🗂 Category: CHATGPT
🕒 Date: 2024-07-06 | ⏱️ Read time: 16 min read
Digging into the details behind the prompting framework
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📌 Optimum Assignment and the Hungarian Algorithm
🗂 Category: DATA SCIENCE
🕒 Date: 2024-07-07 | ⏱️ Read time: 13 min read
This article provides a step by step example of how the Hungarian algorithm solves the…
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🤖🧠 Grok AI Chatbot (2025): Elon Musk’s Bold Answer to Real-Time, Intelligent Conversation
🗓️ 12 Oct 2025
📚 AI News & Trends
The year 2025 marks a new era in the evolution of conversational AI and at the center of this transformation stands Grok AI, the innovative chatbot developed by Elon Musk’s company xAI. Grok isn’t just another virtual assistant; it’s a real-time intelligent system that combines deep reasoning with a unique, witty personality. What truly sets ...
#GrokAI #xAI #ConversationalAI #ElonMusk #RealTimeAI #IntelligentChatbot
40 150
📌 Neural Network (MLP) for Time Series Forecasting in Practice
🗂 Category: DATA SCIENCE
🕒 Date: 2024-07-08 | ⏱️ Read time: 18 min read
A Practical Example for Feature Engineering and Constructing an MLP Model
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📌 AI Is Eating Your Algorithms
🗂 Category: CHATGPT
🕒 Date: 2024-07-08 | ⏱️ Read time: 10 min read
How simple prompt engineering can replace custom software
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📌 How Many Cars Are in This Aerial Imagery? Let’s Count Them with YOLOv8 from Scratch!
🗂 Category: DATA SCIENCE
🕒 Date: 2024-07-08 | ⏱️ Read time: 14 min read
A Step-by-Step Guide to Deploy YOLOv8 for Object Detection and Counting on Your Customized Database…
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📌 Creative Canvas: Using AI to Paint, Edit, and Stylize Images
🗂 Category:
🕒 Date: 2024-07-08 | ⏱️ Read time: 22 min read
I explored commercial and open-source photo editing systems for the creative use of AI image…
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🤖🧠 Artificial Intelligence: A Modern Approach — The Ultimate Number 1 Guide to Learning AI by Stuart Russell and Peter Norvig
🗓️ 12 Oct 2025
📚 AI News & Trends
When it comes to learning artificial intelligence (AI), few resources hold as much authority as “Artificial Intelligence: A Modern Approach” by Stuart Russell and Peter Norvig. Often regarded as the “Bible of AI”, this textbook has become the most widely used academic reference in the field adopted by over 1,500 universities and institutions worldwide. Published ...
#ArtificialIntelligence #AIModernApproach #StuartRussell #PeterNorvig #AIBible #AIEducation
40 150
📌 Is LLM Performance Predetermined by Their Genetic Code?
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2024-07-08 | ⏱️ Read time: 9 min read
Exploring phylogenetic algorithms to predict the future of large language models
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📌 NLP: Text Summarization and Keyword Extraction on Property Rental Listings – Part 1
🗂 Category: DATA SCIENCE
🕒 Date: 2024-07-08 | ⏱️ Read time: 13 min read
A practical implementation of NLP techniques such as text summarization, NER, topic modeling, and text…
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📌 TensorFlow Transform: Ensuring Seamless Data Preparation in Production
🗂 Category: DATA ENGINEERING
🕒 Date: 2024-07-08 | ⏱️ Read time: 10 min read
Leveraging TensorFlow Transform for scaling data pipelines for production environments
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📌 Implementing Neural Networks in TensorFlow (and PyTorch)
🗂 Category: DEEP LEARNING
🕒 Date: 2024-07-08 | ⏱️ Read time: 6 min read
Step-by-step code guide on building a Neural Network
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📌 Doping: A Technique to Test Outlier Detectors
🗂 Category:
🕒 Date: 2024-07-09 | ⏱️ Read time: 18 min read
Using well-crafted synthetic data to compare and evaluate outlier detectors
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📌 Tracking in Practice: Code, Data and ML Model
🗂 Category: MACHINE LEARNING
🕒 Date: 2024-07-09 | ⏱️ Read time: 13 min read
A guide to tracking in MLOps
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📌 Spicing up Ice Hockey with AI: Player Tracking with Computer Vision
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2024-07-09 | ⏱️ Read time: 35 min read
Using PyTorch, computer vision techniques, and a CNN, I worked on a model that tracks…
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📌 Perception-Inspired Graph Convolution for Music Understanding Tasks
🗂 Category:
🕒 Date: 2024-07-09 | ⏱️ Read time: 12 min read
This article discusses MusGConv, a perception-inspired graph convolution block for symbolic musical applications.
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Ever wondered why some wines taste like liquid silk while others burst with crisp, electric freshness? Unlock the secrets of terroir, barrel, and grape—without the snobbery. Simply Wine brings you honest reviews, hidden gems, and stories that make every sip unforgettable. Want to truly taste what’s in your glass? Explore with us and savor wine like never before.
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📌 Deep Dive into LSTMs & xLSTMs by Hand
🗂 Category: DEEP LEARNING
🕒 Date: 2024-07-09 | ⏱️ Read time: 13 min read
Explore the wisdom of LSTM leading into xLSTMs - a probable competition to the present-day LLMs
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📌 Conversational Analysis Is the Future for Enterprise Data Science
🗂 Category: DATA SCIENCE
🕒 Date: 2024-07-09 | ⏱️ Read time: 9 min read
LLMs won’t replace data scientists, but they will change how we collaborate with decision makers
