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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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📈 Análisis del canal de Telegram Machine Learning

El canal Machine Learning (@machinelearning9) en el segmento lingüístico de Inglés es un actor destacado. Actualmente la comunidad reúne a 40 134 suscriptores, ocupando la posición 3 380 en la categoría Tecnologías y Aplicaciones y el puesto 231 en la región Siria.

📊 Métricas de audiencia y dinámica

Desde su creación el невідомо, el proyecto ha mostrado un crecimiento acelerado, reuniendo a 40 134 suscriptores.

Según los últimos datos del 25 junio, 2026, el canal mantiene una actividad estable. En los últimos 30 días la variación de miembros fue de 395, y en las últimas 24 horas de 12, conservando un alto alcance.

  • Estado de verificación: No verificado
  • Tasa de interacción (ER): El promedio de interacción de la audiencia es 1.89%. Durante las primeras 24 horas tras publicar, el contenido suele obtener 1.31% de reacciones respecto al total de suscriptores.
  • Alcance de las publicaciones: Cada publicación recibe en promedio 758 visualizaciones. En el primer día suele acumular 525 visualizaciones.
  • Reacciones e interacción: La audiencia responde de forma activa: el promedio de reacciones por publicación es 2.
  • Intereses temáticos: El contenido se centra en temas clave como distance, insidead, gpu, learning, degree.

📝 Descripción y política de contenido

El autor describe el recurso como un espacio para expresar opiniones subjetivas:
Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho

Gracias a la alta frecuencia de actualizaciones (últimos datos recibidos el 26 junio, 2026), el canal mantiene la vigencia y un amplio alcance. La analítica demuestra que la audiencia interactúa activamente con el contenido, lo que lo convierte en un punto de referencia dentro de la categoría Tecnologías y Aplicaciones.

40 134
Suscriptores
+1224 horas
+697 días
+39530 días
Archivo de publicaciones
📌 What Advent of Code Has Taught Me About Data Science 🗂 Category: PROGRAMMING 🕒 Date: 2025-12-31 | ⏱️ Read time: 10 min r
📌 What Advent of Code Has Taught Me About Data Science 🗂 Category: PROGRAMMING 🕒 Date: 2025-12-31 | ⏱️ Read time: 10 min read Five key learnings that I discovered during a programming challenge and how they apply to… #DataScience #AI #Python

📌 Production-Ready LLMs Made Simple with the NeMo Agent Toolkit 🗂 Category: AGENTIC AI 🕒 Date: 2025-12-31 | ⏱️ Read time:
📌 Production-Ready LLMs Made Simple with the NeMo Agent Toolkit 🗂 Category: AGENTIC AI 🕒 Date: 2025-12-31 | ⏱️ Read time: 23 min read From simple chat to multi-agent reasoning and real-time REST APIs #DataScience #AI #Python

“I spent hours lost in endless Telegram groups—until I discovered this hidden search engine.” Argo🔍Search lets you find the
“I spent hours lost in endless Telegram groups—until I discovered this hidden search engine.” Argo🔍Search lets you find the best groups, channels, music, and news in seconds. No more wasting time scrolling! Discover what others haven’t yet: Try it now and unlock Telegram like never before. #ad InsideAds

200$ to 20k$ SOL Challenge! As promised, i will do another challenge for those who missed the previous one! Last one we compl
200$ to 20k$ SOL Challenge! As promised, i will do another challenge for those who missed the previous one! Last one we completed in 6 days, let’s do this one even quicker! Join my free group Before closing 👇 https://t.me/+DAKLP7eUy9Y3ZjY0 #ad InsideAds

📌 Agents Under the Curve (AUC) 🗂 Category: AGENTIC AI 🕒 Date: 2025-12-30 | ⏱️ Read time: 15 min read Towards understanding
📌 Agents Under the Curve (AUC) 🗂 Category: AGENTIC AI 🕒 Date: 2025-12-30 | ⏱️ Read time: 15 min read Towards understanding if your agentic solution is actually better #DataScience #AI #Python

https://t.me/InsideAds_bot/open?startapp=r_148350890_utm_source-insideadsInternal-utm_medium-notification-utm_campaign-mailwithdrawnotify-variantA I invite you to InsideAds — a platform to grow and monetize Telegram channels monthly profits: +150$

📌 The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-12-30 | ⏱️ Read t
📌 The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-12-30 | ⏱️ Read time: 8 min read AUC measures how well a model ranks positives above negatives, independent of any chosen threshold. #DataScience #AI #Python

Take Control of Selling in Amazon! 💫Too many tools, too little time? With dynamic pricing, real-time stock tracking, order m
Take Control of Selling in Amazon! 💫Too many tools, too little time? With dynamic pricing, real-time stock tracking, order monitoring and AI-powered BuyBox hunting, SellerFlash makes selling effortless in Amazon. 💫Say goodbye to manual chaos. With SellerFlash, you will manage listings, inventory, buyer messages and feedback campaigns all from one smart cloud platform designed for Amazon sellers. 👉🏽https://www.sellerflash.com/en/ Sponsored By WaybienAds

Take Control of Selling in Amazon! 💫Too many tools, too little time? With dynamic pricing, real-time stock tracking, order m
Take Control of Selling in Amazon! 💫Too many tools, too little time? With dynamic pricing, real-time stock tracking, order monitoring and AI-powered BuyBox hunting, SellerFlash makes selling effortless in Amazon. 💫Say goodbye to manual chaos. With SellerFlash, you will manage listings, inventory, buyer messages and feedback campaigns all from one smart cloud platform designed for Amazon sellers. 👉🏽https://www.sellerflash.com/en/ Sponsored By WaybienAds

📌 Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems 🗂 Category: ROBOTICS 🕒 Date: 2025-
📌 Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems 🗂 Category: ROBOTICS 🕒 Date: 2025-12-30 | ⏱️ Read time: 17 min read With some hints for good numerics #DataScience #AI #Python

Take Control of Selling in Amazon! 💫Too many tools, too little time? With dynamic pricing, real-time stock tracking, order m
Take Control of Selling in Amazon! 💫Too many tools, too little time? With dynamic pricing, real-time stock tracking, order monitoring and AI-powered BuyBox hunting, SellerFlash makes selling effortless in Amazon. 💫Say goodbye to manual chaos. With SellerFlash, you will manage listings, inventory, buyer messages and feedback campaigns all from one smart cloud platform designed for Amazon sellers. 👉🏽https://www.sellerflash.com/en/ Sponsored By WaybienAds

📌 Implementing Vibe Proving with Reinforcement Learning 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-12-29 | ⏱️ Read tim
📌 Implementing Vibe Proving with Reinforcement Learning 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-12-29 | ⏱️ Read time: 9 min read How to make LLMs reason with verifiable, step-by-step logic (Part 2) #DataScience #AI #Python

200$ to 20k$ SOL Challenge! As promised, i will do another challenge for those who missed the previous one! Last one we compl
200$ to 20k$ SOL Challenge! As promised, i will do another challenge for those who missed the previous one! Last one we completed in 6 days, let’s do this one even quicker! Join my free group Before closing 👇 https://t.me/+DAKLP7eUy9Y3ZjY0 #ad InsideAds

📌 Machine Learning vs AI Engineer: What Are the Differences? 🗂 Category: CAREER ADVICE 🕒 Date: 2025-12-29 | ⏱️ Read time:
📌 Machine Learning vs AI Engineer: What Are the Differences? 🗂 Category: CAREER ADVICE 🕒 Date: 2025-12-29 | ⏱️ Read time: 7 min read One of the most confusing questions in tech right now is: What is the difference… #DataScience #AI #Python

📌 How to Facilitate Effective AI Programming 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-12-29 | ⏱️ Read time: 7 min re
📌 How to Facilitate Effective AI Programming 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-12-29 | ⏱️ Read time: 7 min read How to ensure your coding agent has the same context as you #DataScience #AI #Python

Take Control of Selling in Amazon! 💫Too many tools, too little time? With dynamic pricing, real-time stock tracking, order m
Take Control of Selling in Amazon! 💫Too many tools, too little time? With dynamic pricing, real-time stock tracking, order monitoring and AI-powered BuyBox hunting, SellerFlash makes selling effortless in Amazon. 💫Say goodbye to manual chaos. With SellerFlash, you will manage listings, inventory, buyer messages and feedback campaigns all from one smart cloud platform designed for Amazon sellers. 👉🏽https://www.sellerflash.com/en/ Sponsored By WaybienAds

Take Control of Selling in Amazon! 💫Too many tools, too little time? With dynamic pricing, real-time stock tracking, order m
Take Control of Selling in Amazon! 💫Too many tools, too little time? With dynamic pricing, real-time stock tracking, order monitoring and AI-powered BuyBox hunting, SellerFlash makes selling effortless in Amazon. 💫Say goodbye to manual chaos. With SellerFlash, you will manage listings, inventory, buyer messages and feedback campaigns all from one smart cloud platform designed for Amazon sellers. 👉🏽https://www.sellerflash.com/en/ Sponsored By WaybienAds

Take Control of Selling in Amazon! 💫Too many tools, too little time? With dynamic pricing, real-time stock tracking, order m
Take Control of Selling in Amazon! 💫Too many tools, too little time? With dynamic pricing, real-time stock tracking, order monitoring and AI-powered BuyBox hunting, SellerFlash makes selling effortless in Amazon. 💫Say goodbye to manual chaos. With SellerFlash, you will manage listings, inventory, buyer messages and feedback campaigns all from one smart cloud platform designed for Amazon sellers. 👉🏽https://www.sellerflash.com/en/ Sponsored By WaybienAds

Take Control of Selling in Amazon! 💫Too many tools, too little time? With dynamic pricing, real-time stock tracking, order m
Take Control of Selling in Amazon! 💫Too many tools, too little time? With dynamic pricing, real-time stock tracking, order monitoring and AI-powered BuyBox hunting, SellerFlash makes selling effortless in Amazon. 💫Say goodbye to manual chaos. With SellerFlash, you will manage listings, inventory, buyer messages and feedback campaigns all from one smart cloud platform designed for Amazon sellers. 👉🏽https://www.sellerflash.com/en/ Sponsored By WaybienAds

🚀 Master Data Science & Programming! Unlock your potential with this curated list of Telegram channels. Whether you need boo
🚀 Master Data Science & Programming! Unlock your potential with this curated list of Telegram channels. Whether you need books, datasets, interview prep, or project ideas, we have the perfect resource for you. Join the community today! 🔰 Machine Learning with Python Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. https://t.me/CodeProgrammer 🔖 Machine Learning Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications. https://t.me/DataScienceM 🧠 Code With Python This channel delivers clear, practical content for developers, covering Python, Django, Data Structures, Algorithms, and DSA – perfect for learning, coding, and mastering key programming skills. https://t.me/DataScience4 🎯 PyData Careers | Quiz Python Data Science jobs, interview tips, and career insights for aspiring professionals. https://t.me/DataScienceQ 💾 Kaggle Data Hub Your go-to hub for Kaggle datasets – explore, analyze, and leverage data for Machine Learning and Data Science projects. https://t.me/datasets1 🧑‍🎓 Udemy Coupons | Courses The first channel in Telegram that offers free Udemy coupons https://t.me/DataScienceC 😀 ML Research Hub Advancing research in Machine Learning – practical insights, tools, and techniques for researchers. https://t.me/DataScienceT 💬 Data Science Chat An active community group for discussing data challenges and networking with peers. https://t.me/DataScience9 🐍 Python Arab| بايثون عربي The largest Arabic-speaking group for Python developers to share knowledge and help. https://t.me/PythonArab 🖊 Data Science Jupyter Notebooks Explore the world of Data Science through Jupyter Notebooks—insights, tutorials, and tools to boost your data journey. Code, analyze, and visualize smarter with every post. https://t.me/DataScienceN 📺 Free Online Courses | Videos Free online courses covering data science, machine learning, analytics, programming, and essential skills for learners. https://t.me/DataScienceV 📈 Data Analytics Dive into the world of Data Analytics – uncover insights, explore trends, and master data-driven decision making. https://t.me/DataAnalyticsX 🎧 Learn Python Hub Master Python with step-by-step courses – from basics to advanced projects and practical applications. https://t.me/Python53 ⭐️ Research Papers Professional Academic Writing & Simulation Services https://t.me/DataScienceY ━━━━━━━━━━━━━━━━━━ Admin: @HusseinSheikho