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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
Больше📈 Аналитический обзор Telegram-канала Machine Learning
Канал Machine Learning (@machinelearning9) языкового сегмента Английский является активным участником. Сейчас сообщество объединяет 40 040 подписчиков, занимая 3 406 место в категории Технологии и приложения и 232 место в регионе Сирия.
📊 Показатели аудитории и динамика
С момента создания невідомо проект демонстрирует стремительный рост, собрав аудиторию из 40 040 подписчиков.
Согласно последним данным от 22 июня, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило 372, а за последние 24 часа — 2, при этом общий охват остаётся высоким.
- Статус верификации: Не верифицирован
- Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 1.94%. В первые 24 часа после публикации контент обычно набирает 1.16% реакций от общего числа подписчиков.
- Охват публикаций: В среднем каждый пост получает 775 просмотров. В течение первых суток публикация набирает 466 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 23 июня, 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.
40 040
Подписчики
+224 часа
+237 дней
+37230 день
Архив постов
40 040
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40 040
📌 A Career in Data Is Not Always a Straight Line, and That’s Okay
🗂 Category: AUTHOR SPOTLIGHTS
🕒 Date: 2026-04-27 | ⏱️ Read time: 9 min read
Sabrine Bendimerad on why flexibility is a crucial data science skill, the risks of outsourcing…
#DataScience #AI #Python
40 040
📌 Comparing Explicit Measures to Calculation Groups in Tabular Models
🗂 Category: DATA MODELING
🕒 Date: 2026-04-27 | ⏱️ Read time: 6 min read
With the advent of UDFs and their combination with calculation groups, I see a lot…
#DataScience #AI #Python
40 040
📌 How Spreadsheets Quietly Cost Supply Chains Millions
🗂 Category: PRODUCT MANAGEMENT
🕒 Date: 2026-04-27 | ⏱️ Read time: 14 min read
A simulation of how a single forecast change moves through five planning teams, and why…
#DataScience #AI #Python
40 040
CVE | Cyber Vulnerabilities Exchange
Group dedicated to sharing and discussing CVEs, zero-days, critical vulnerabilities, exploits, PoCs, and technical analyses of offensive and defensive security.
What you'll find here:
• Newly disclosed CVEs
• Public and private exploits
• Technical analysis and bypasses
• Offensive/defensive security
• Penetration testing and red team discussions
Technical, direct, and straightforward content.
Channel=> https://t.me/cve0day
Think. Break. Secure.
40 040
📌 I Reduced My Pandas Runtime by 95% — Here’s What I Was Doing Wrong
🗂 Category: PROGRAMMING
🕒 Date: 2026-04-26 | ⏱️ Read time: 18 min read
Most slow Pandas code “works”, until it doesn’t. Learn how to spot hidden bottlenecks, avoid…
#DataScience #AI #Python
40 040
📌 Bytes Speak All Languages: Cross-Script Name Retrieval via Contrastive Learning
🗂 Category: DEEP LEARNING
🕒 Date: 2026-04-26 | ⏱️ Read time: 12 min read
Why learn 8 scripts when you can learn 256 bytes?
#DataScience #AI #Python
40 040
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In 6 months others will have founding status, recurring income, featured services on the homepage.
You'll scroll past and remember this post.
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40 040
Repost from Machine Learning with Python
GitHub repositories to enhance your Python proficiency:
- Web development with Django — https://github.com/django/django
- Data Science tools — https://github.com/rasbt/python-machine-learning-book
- Algorithmic challenges — https://github.com/TheAlgorithms/Python
- Machine learning recipes — https://github.com/ageron/handson-ml2
- Testing best practices — https://github.com/pytest-dev/pytest
- Automation scripts — https://github.com/soimort/you-get
- Advanced Python concepts — https://github.com/faif/python-patterns
Bookmark and share
https://t.me/CodeProgrammer 🌟
40 040
Invest and earn upto 3000$ in 24 hrs
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40 040
Repost from Machine Learning with Python
Follow the Machine Learning with Python channel on WhatsApp: https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
40 040
📌 The Essential Guide to Effectively Summarizing Massive Documents, Part 2
🗂 Category: LLM APPLICATIONS
🕒 Date: 2026-04-25 | ⏱️ Read time: 18 min read
We have the document clusters, and it’s time to unlock their true potential! Let’s explore…
#DataScience #AI #Python
40 040
📌 Causal Inference Is Different in Business
🗂 Category: DATA SCIENCE
🕒 Date: 2026-04-25 | ⏱️ Read time: 12 min read
How does decision-gravity dictate this gap?
#DataScience #AI #Python
40 040
Headline: USA vs. IRAN: The Real Story
Three US aircraft carriers are now in the Middle East. Diplomacy is at a breaking point in Islamabad. Are we on the verge of an "everlasting agreement" or total escalation?
Alex Barnicoat News provides the critical breakdown of the 2026 conflict:
Military Analysis: Deep dives into US weaponry and Iranian naval tactics.
Geopolitical Impact: How the blockade is reshaping global trade.
Daily Video News: Quick, hard-hitting updates on "Actually Important News."
Stay ahead of the curve:
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40 040
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40 040
📌 How to Select Variables Robustly in a Scoring Model
🗂 Category: DATA SCIENCE
🕒 Date: 2026-04-24 | ⏱️ Read time: 7 min read
More variables don’t make a better scoring model. Stable variables do. Here’s how to find them.
#DataScience #AI #Python
40 040
📌 How to Improve Claude Code Performance with Automated Testing
🗂 Category: AGENTIC AI
🕒 Date: 2026-04-24 | ⏱️ Read time: 10 min read
Learn how to get the most out of Claude Code
#DataScience #AI #Python
40 040
📌 I Built an AI Pipeline for Kindle Highlights
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2026-04-24 | ⏱️ Read time: 12 min read
A local, zero-cost project that cleans, structures, and summarizes your reading automatically
#DataScience #AI #Python
40 040
📌 Introduction to Approximate Solution Methods for Reinforcement Learning
🗂 Category: MACHINE LEARNING
🕒 Date: 2026-04-24 | ⏱️ Read time: 9 min read
Learn about function approximation and the different choices for approximation functions
#DataScience #AI #Python
