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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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📈 Аналитический обзор Telegram-канала Machine Learning

Канал Machine Learning (@machinelearning9) языкового сегмента Английский является активным участником. Сейчас сообщество объединяет 40 323 подписчиков, занимая 3 332 место в категории Технологии и приложения и 225 место в регионе Сирия.

📊 Показатели аудитории и динамика

С момента создания невідомо проект демонстрирует стремительный рост, собрав аудиторию из 40 323 подписчиков.

Согласно последним данным от 09 июля, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило 378, а за последние 24 часа — 30, при этом общий охват остаётся высоким.

  • Статус верификации: Не верифицирован
  • Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 2.23%. В первые 24 часа после публикации контент обычно набирает 1.95% реакций от общего числа подписчиков.
  • Охват публикаций: В среднем каждый пост получает 897 просмотров. В течение первых суток публикация набирает 788 просмотров.
  • Реакции и взаимодействия: Аудитория активно поддерживает контент: среднее количество реакций на один пост — 3.
  • Тематические интересы: Контент сосредоточен на ключевых темах, таких как distance, insidead, gpu, learning, degree.

📝 Описание и контентная политика

Автор описывает ресурс как площадку для выражения субъективного мнения:
Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho

Благодаря высокой частоте обновлений (последние данные получены 10 июля, 2026) канал поддерживает актуальность и высокий уровень охвата публикаций. Аналитика показывает, что аудитория активно взаимодействует с контентом, что делает его важной точкой влияния в категории Технологии и приложения.

40 323
Подписчики
+3024 часа
+1067 дней
+37830 день
Архив постов
📌 5 Essential Tips Learned from My Data Science Journey 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-02 | ⏱️ Read time: 7 min
📌 5 Essential Tips Learned from My Data Science Journey 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-02 | ⏱️ Read time: 7 min read Personal reflections on my 10-year data odyssey

📌 Awesome Plotly with code series (Part 9): To dot, to slope or to stack? 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-02 | ⏱️
📌 Awesome Plotly with code series (Part 9): To dot, to slope or to stack? 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-02 | ⏱️ Read time: 14 min read Simple methods to replace cluttered bar charts with crisp, reader-friendly visuals.

📌 Supercharge Your RAG with Multi-Agent Self-RAG 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-02-05 | ⏱️ Read time: 15 m
📌 Supercharge Your RAG with Multi-Agent Self-RAG 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-02-05 | ⏱️ Read time: 15 min read Introduction Many of us might have tried to build a RAG application and noticed it…

📌 Training Large Language Models: From TRPO to GRPO 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-02-05 | ⏱️ Read time: 1
📌 Training Large Language Models: From TRPO to GRPO 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-02-05 | ⏱️ Read time: 10 min read DeepSeek has recently made quite a buzz in the AI community, thanks to its impressive…

📌 Myths vs. Data: Does an Apple a Day Keep the Doctor Away? 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-05 | ⏱️ Read time: 10
📌 Myths vs. Data: Does an Apple a Day Keep the Doctor Away? 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-05 | ⏱️ Read time: 10 min read Introduction “Money can’t buy happiness.” “You can’t judge a book by its cover.” “An apple…

📌 A Visual Guide to How Diffusion Models Work 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-02-06 | ⏱️ Read time: 26 min read
📌 A Visual Guide to How Diffusion Models Work 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-02-06 | ⏱️ Read time: 26 min read This article is aimed at those who want to understand exactly how diffusion models work,…

📌 Deep Dive into WebSockets and Their Role in Client-Server Communication 🗂 Category: 🕒 Date: 2025-02-03 | ⏱️ Read time: 9
📌 Deep Dive into WebSockets and Their Role in Client-Server Communication 🗂 Category: 🕒 Date: 2025-02-03 | ⏱️ Read time: 9 min read How WebSockets work, its tradeoffs, and how to design a real time messaging app

📌 How to Find Seasonality Patterns in Time Series 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read U
📌 How to Find Seasonality Patterns in Time Series 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read Using Fourier Transform to detect seasonal components

📌 How to Get Promoted as a Data Scientist 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read Advice fr
📌 How to Get Promoted as a Data Scientist 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read Advice from a Lead Data Scientist with 2 promotions in under 2 years

📌 Neural Networks – Intuitively and Exhaustively Explained 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 28
📌 Neural Networks – Intuitively and Exhaustively Explained 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 28 min read An in-depth exploration of the most fundamental architecture in modern AI.

📌 Show and Tell 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 18 min read Implementing one of the
📌 Show and Tell 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 18 min read Implementing one of the earliest neural image caption generator models with PyTorch.

📌 Towards Data Science is Launching as an Independent Publication 🗂 Category: 🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min rea
📌 Towards Data Science is Launching as an Independent Publication 🗂 Category: 🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read Since founding Towards Data Science in 2016, we’ve built the largest publication on Medium with…

📌 ML Feature Management: A Practical Evolution Guide 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-02-04 | ⏱️ Read time: 5 min
📌 ML Feature Management: A Practical Evolution Guide 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-02-04 | ⏱️ Read time: 5 min read In the world of machine learning, we obsess over model architectures, training pipelines, and hyper-parameter…

“No one ever told me the secret to waking up UNSTOPPABLE—until I found this…” Want to know the 2 habits that turned average m
“No one ever told me the secret to waking up UNSTOPPABLE—until I found this…” Want to know the 2 habits that turned average minds into legends? Don’t make the mistake I did—miss out. Here’s what changed everything #إعلان InsideAds

📌 From Resume to Cover Letter Using AI and LLM, with Python and Streamlit 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-0
📌 From Resume to Cover Letter Using AI and LLM, with Python and Streamlit 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-02-05 | ⏱️ Read time: 16 min read DISCLAIMER: The idea of doing Cover Letter or even Resume with AI does not obviously…

📌 Supercharge Your RAG with Multi-Agent Self-RAG 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-02-05 | ⏱️ Read time: 15 m
📌 Supercharge Your RAG with Multi-Agent Self-RAG 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-02-05 | ⏱️ Read time: 15 min read Introduction Many of us might have tried to build a RAG application and noticed it…

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Why does your favorite wine taste like vanilla, chocolate, or even spice? Unlock the secret world of winemaking with Simply Wine | Great Wine Lover — where passionate sippers discover what’s really in their glass. Explore honest reviews, rare finds, and winemaker secrets, all served in simple language. Ready to taste wine with new eyes? Dive in now for a fresh glass of insight! #إعلان InsideAds

Want to find a book that’ll change your mindset? Every day, we share honest reviews and powerful book tips so you never waste
Want to find a book that’ll change your mindset? Every day, we share honest reviews and powerful book tips so you never waste time on the wrong read. Ready to uncover your next favorite read before anyone else? Join Books Reviewer now for your daily shortcut to inspiration. #إعلان InsideAds

+229.7% profit on ONE trade? Nobody believed me until I saw it myself. “This can’t be real…” But the numbers don’t lie. Elite
+229.7% profit on ONE trade? Nobody believed me until I saw it myself. “This can’t be real…” But the numbers don’t lie. Elite signals. Ruthless precision. What’s the secret behind these gains? Find out before it goes public #إعلان InsideAds

Why does a glass of Chardonnay taste so creamy, while another feels crisp and fresh? Unlock the secrets behind wine’s flavors
Why does a glass of Chardonnay taste so creamy, while another feels crisp and fresh? Unlock the secrets behind wine’s flavors and explore hidden gems, honest reviews, and fascinating wine stories—without snobbery. Ready to sip smarter and enjoy wine on a whole new level? Find out what you’ve been missing right here — join Simply Wine | Great Wine Lover now! #إعلان InsideAds