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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Сеть:📈 Аналитический обзор Telegram-канала Machine Learning
Канал Machine Learning (@machinelearning9) языкового сегмента Английский является активным участником. Сейчас сообщество объединяет 40 365 подписчиков, занимая 3 329 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 40 365 подписчиков.
Согласно последним данным от 11 июля, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило 393, а за последние 24 часа — 17, при этом общий охват остаётся высоким.
- Статус верификации: Не верифицирован
- Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 2.29%. В первые 24 часа после публикации контент обычно набирает 1.74% реакций от общего числа подписчиков.
- Охват публикаций: В среднем каждый пост получает 924 просмотров. В течение первых суток публикация набирает 702 просмотров.
- Реакции и взаимодействия: Аудитория активно поддерживает контент: среднее количество реакций на один пост — 4.
- 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 12 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.
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Архив постов
40 365
📌 TDS Authors Can Now Edit Their Published Articles
🗂 Category: WRITING
🕒 Date: 2025-07-18 | ⏱️ Read time: 3 min read
One of our guiding principles as a publication is that authors’ work remains theirs. This…
40 365
📌 From Reactive to Predictive: Forecasting Network Congestion with Machine Learning and INT
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-07-18 | ⏱️ Read time: 7 min read
Learn how machine learning can predict network congestion before it happens
40 365
📌 Gain a Better Understanding of Computer Vision: Dynamic SOLO (SOLOv2) with TensorFlow
🗂 Category: COMPUTER VISION
🕒 Date: 2025-07-18 | ⏱️ Read time: 16 min read
A practical approach to instance segmentation using SOLOv2 and TensorFlow
40 365
📌 The Hidden Trap of Fixed and Random Effects
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-18 | ⏱️ Read time: 6 min read
My lesson of how blindly over-controlling for noise can erase the effects you are measuring
40 365
📌 Exploratory Data Analysis: Gamma Spectroscopy in Python (Part 2)
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-07-18 | ⏱️ Read time: 19 min read
Let’s observe the matter on the atomic level
40 365
📌 How to Create an LLM Judge That Aligns with Human Labels
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-07-21 | ⏱️ Read time: 14 min read
A hands-on guide to building and validating LLM evaluators
40 365
📌 Three Career Tips For Gen-Z Data Professionals
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-21 | ⏱️ Read time: 10 min read
Unsolicited pieces of advice on navigating early career challenges
40 365
📌 Advanced Topic Modeling with LLMs
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-07-21 | ⏱️ Read time: 12 min read
A deep dive into topic modeling by leveraging representation models and generative AI with BERTopic
40 365
📌 Hands‑On with Agents SDK: Your First API‑Calling Agent
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-21 | ⏱️ Read time: 16 min read
A practical, beginner‑friendly guide to building an AI weather assistant with Python, OpenAI Agents SDK,…
40 365
📌 I Analysed 25,000 Hotel Names and Found Four Surprising Truths
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-21 | ⏱️ Read time: 10 min read
Why are there so many hotels named after cities they are not in? Follow along…
40 365
📌 How To Significantly Enhance LLMs by Leveraging Context Engineering
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-07-21 | ⏱️ Read time: 11 min read
The benefits and practical aspects of context engineering for LLMs
40 365
📌 When LLMs Try to Reason: Experiments in Text and Vision-Based Abstraction
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-07-22 | ⏱️ Read time: 21 min read
Can large language models learn to reason abstractly from just a few examples? In this…
40 365
📌 Understanding Matrices | Part 3: Matrix Transpose
🗂 Category: MATH
🕒 Date: 2025-07-22 | ⏱️ Read time: 13 min read
Visualizing matrix transposition, to make sense of transpose-related formulas.
40 365
📌 What Optimization Terminologies for Linear Programming Really Mean
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-22 | ⏱️ Read time: 11 min read
Understanding the duality of optimization problem, primal to dual conversion, and the optimality conditions for…
40 365
📌 From Rules to Relationships: How Machines Are Learning to Understand Each Other
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-07-22 | ⏱️ Read time: 6 min read
Using knowledge graphs to handle the unexpected in semantic communication
40 365
📌 A Well-Designed Experiment Can Teach You More Than a Time Machine!
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-22 | ⏱️ Read time: 7 min read
How experimentation is more powerful than knowing counterfactuals
40 365
📌 Things I Wish I Had Known Before Starting ML
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-07-22 | ⏱️ Read time: 9 min read
Part 1: Data, Sales Pitches, Bugs, and Breakthroughs
40 365
📌 NumPy API on a GPU?
🗂 Category: PROGRAMMING
🕒 Date: 2025-07-22 | ⏱️ Read time: 17 min read
It’s here already from Nvidia and it’s called cuNumeric.
40 365
📌 Torchvista: Building an Interactive Pytorch Visualization Package for Notebooks
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-23 | ⏱️ Read time: 11 min read
Building a tool to interactively visualize the forward pass of any Pytorch model from within…
40 365
📌 How Not to Mislead with Your Data-Driven Story
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-23 | ⏱️ Read time: 22 min read
Data storytelling can enlighten—but it can also deceive. When persuasive narratives meet biased framing, cherry-picked…
