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Machine Learning with Python

Machine Learning with Python

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Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho

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📈 Análisis del canal de Telegram Machine Learning with Python

El canal Machine Learning with Python (@codeprogrammer) en el segmento lingüístico de Inglés es un actor destacado. Actualmente la comunidad reúne a 68 114 suscriptores, ocupando la posición 2 374 en la categoría Educación y el puesto 4 765 en la región India.

📊 Métricas de audiencia y dinámica

Desde su creación el невідомо, el proyecto ha mostrado un crecimiento acelerado, reuniendo a 68 114 suscriptores.

Según los últimos datos del 28 agosto, 2026, el canal mantiene una actividad estable. En los últimos 30 días la variación de miembros fue de 75, y en las últimas 24 horas de -18, conservando un alto alcance.

  • Estado de verificación: No verificado
  • Tasa de interacción (ER): El promedio de interacción de la audiencia es 4.69%. Durante las primeras 24 horas tras publicar, el contenido suele obtener 1.70% de reacciones respecto al total de suscriptores.
  • Alcance de las publicaciones: Cada publicación recibe en promedio 3 194 visualizaciones. En el primer día suele acumular 1 155 visualizaciones.
  • Reacciones e interacción: La audiencia responde de forma activa: el promedio de reacciones por publicación es 6.
  • Intereses temáticos: El contenido se centra en temas clave como insidead, learning, degree, evaluation, algorithm.

📝 Descripción y política de contenido

El autor describe el recurso como un espacio para expresar opiniones subjetivas:
Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho

Gracias a la alta frecuencia de actualizaciones (últimos datos recibidos el 29 agosto, 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 Educación.

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68 114
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-1824 horas
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+7530 días
Archivo de publicaciones
🤖🧠 Context Engineering 2.0: Redefining Human–Machine Understanding 🗓️ 16 Nov 2025 📚 AI News & Trends As artificial intell
🤖🧠 Context Engineering 2.0: Redefining Human–Machine Understanding 🗓️ 16 Nov 2025 📚 AI News & Trends As artificial intelligence advances, machines are becoming increasingly capable of understanding and responding to human language. Yet, one crucial challenge remains how can machines truly understand the context behind human intentions? This question forms the foundation of context engineering, a discipline that focuses on designing, organizing and managing contextual information so that AI systems can ... #ContextEngineering #AIEducation #HumanMachineUnderstanding #AIContext #NaturalLanguageProcessing #AIModels

🤖🧠 OpenAI Evals: The Framework Transforming LLM Evaluation and Benchmarking 🗓️ 16 Nov 2025 📚 AI News & Trends As large la
🤖🧠 OpenAI Evals: The Framework Transforming LLM Evaluation and Benchmarking 🗓️ 16 Nov 2025 📚 AI News & Trends As large language models (LLMs) continue to reshape industries from education and healthcare to marketing and software development – the need for reliable evaluation methods has never been greater. With new models constantly emerging, developers and researchers require a standardized system to test, compare and understand model performance across real-world scenarios. This is where OpenAI ... #OpenAIEvals #LLMEvaluation #Benchmarking #LargeLanguageModels #AIResearch #ModelEvaluation

🤖🧠 Skyvern: The Future of Browser Automation Powered by AI and Computer Vision 🗓️ 16 Nov 2025 📚 AI News & Trends In today
🤖🧠 Skyvern: The Future of Browser Automation Powered by AI and Computer Vision 🗓️ 16 Nov 2025 📚 AI News & Trends In today’s fast-evolving digital landscape, automation plays a crucial role in enhancing productivity, efficiency and innovation. Yet, traditional browser automation tools often struggle with complexity, maintenance and reliability. They rely heavily on DOM parsing, XPaths and rigid scripts that easily break when websites change their layout. Enter Skyvern, an open-source, AI-driven browser automation platform developed ... #Skyvern #BrowserAutomation #AIDriven #ComputerVision #OpenSource #WebAutomation

🤖🧠 Steel Browser: The Open-Source Browser API Powering AI Agents and Automation 🗓️ 16 Nov 2025 📚 AI News & Trends The evo
🤖🧠 Steel Browser: The Open-Source Browser API Powering AI Agents and Automation 🗓️ 16 Nov 2025 📚 AI News & Trends The evolution of artificial intelligence has ushered in a new era of automation where AI agents can perform complex digital tasks with minimal human intervention. However, one of the biggest challenges for developers building these systems is browser automation managing sessions, proxies, cookies and debugging environments. This is where Steel Browser comes into play. Steel ... #SteelBrowser #OpenSource #BrowserAutomation #AIAgents #WebScraping #DigitalAutomation

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Brought an awesome repo for those who love learning from real examples. It contains over a hundred open-source clones of popular services: from Airbnb to YouTube Each project is provided with links to the source code, demos, stack description, and the number of stars on GitHub. Some even have tutorials on how to create them Grab it on GitHub 🍯: https://github.com/gorvgoyl/clone-wars 👉 https://t.me/CodeProgrammer

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🤖🧠 Bytebot: The Future of AI Desktop Automation 🗓️ 12 Nov 2025 📚 AI News & Trends In the era of rapid digital transformat
🤖🧠 Bytebot: The Future of AI Desktop Automation 🗓️ 12 Nov 2025 📚 AI News & Trends In the era of rapid digital transformation, automation is the driving force behind business efficiency and innovation. While most AI agents are limited to browsers or APIs, a groundbreaking open-source project called Bytebot has redefined what AI can achieve. Bytebot introduces a self-hosted AI desktop agent — a virtual computer that performs complex, multi-step tasks ... #Bytebot #AIDesktopAutomation #SelfHostedAI #OpenSourceAI #AIAgents #TaskAutomation

🤖🧠 Claude-Flow v2.7: The Next Generation of Enterprise AI Orchestration 🗓️ 12 Nov 2025 📚 AI News & Trends Artificial inte
🤖🧠 Claude-Flow v2.7: The Next Generation of Enterprise AI Orchestration 🗓️ 12 Nov 2025 📚 AI News & Trends Artificial intelligence is rapidly transforming software development, research and enterprise workflows. As AI models become increasingly complex, managing, coordinating and optimizing them efficiently has become a critical challenge. Enter Claude-Flow v2.7, an advanced AI orchestration platform that blends multi-agent intelligence, persistent memory and swarm-based coordination to deliver enterprise-level automation and reasoning at scale. Developed by ... #ClaudeFlow #EnterpriseAI #AIOrchestration #MultiAgentSystems #AIAutomation #PersistentMemory

🤖🧠 Nanobrowser: The Open-Source AI Web Automation Tool Changing How We Browse 🗓️ 12 Nov 2025 📚 AI News & Trends The rise
🤖🧠 Nanobrowser: The Open-Source AI Web Automation Tool Changing How We Browse 🗓️ 12 Nov 2025 📚 AI News & Trends The rise of artificial intelligence has redefined how we interact with the web, transforming routine browsing into a space for automation and productivity. Among the most exciting innovations in this field is Nanobrowser, an open-source AI-powered web automation tool designed to run directly inside your browser. Developed as a free alternative to OpenAI Operator, Nanobrowser ... #Nanobrowser #AIWebAutomation #OpenSourceTools #BrowserAI #ProductivityTech #AIAutomation