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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 40 393 suscriptores, ocupando la posición 3 329 en la categoría Tecnologías y Aplicaciones y el puesto 225 en la región Siria.

📊 Métricas de audiencia y dinámica

Desde su creación el невідомо, el proyecto ha mostrado un crecimiento acelerado, reuniendo a 40 393 suscriptores.

Según los últimos datos del 12 julio, 2026, el canal mantiene una actividad estable. En los últimos 30 días la variación de miembros fue de 399, y en las últimas 24 horas de 24, conservando un alto alcance.

  • Estado de verificación: No verificado
  • Tasa de interacción (ER): El promedio de interacción de la audiencia es 2.42%. Durante las primeras 24 horas tras publicar, el contenido suele obtener 1.74% de reacciones respecto al total de suscriptores.
  • Alcance de las publicaciones: Cada publicación recibe en promedio 979 visualizaciones. En el primer día suele acumular 703 visualizaciones.
  • Reacciones e interacción: La audiencia responde de forma activa: el promedio de reacciones por publicación es 4.
  • 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 13 julio, 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.

40 393
Suscriptores
+2424 horas
+1257 días
+39930 días
Archivo de publicaciones
🔥 Trending Repository: expert 📝 Description: Official Elixir Language Server Protocol implementation 🔗 Repository URL: htt
🔥 Trending Repository: expert 📝 Description: Official Elixir Language Server Protocol implementation 🔗 Repository URL: https://github.com/elixir-lang/expert 🌐 Website: https://www.expert-lsp.org 📖 Readme: https://github.com/elixir-lang/expert#readme 📊 Statistics: 🌟 Stars: 977 stars 👀 Watchers: 16 🍴 Forks: 20 forks 💻 Programming Languages: Elixir - Erlang 🏷️ Related Topics:
#elixir #language_server_protocol #lsp
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: activepieces 📝 Description: AI Agents & MCPs & AI Workflow Automation • (280+ MCP servers for AI age
🔥 Trending Repository: activepieces 📝 Description: AI Agents & MCPs & AI Workflow Automation • (280+ MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents 🔗 Repository URL: https://github.com/activepieces/activepieces 🌐 Website: https://www.activepieces.com 📖 Readme: https://github.com/activepieces/activepieces#readme 📊 Statistics: 🌟 Stars: 16.5K stars 👀 Watchers: 105 🍴 Forks: 2.4K forks 💻 Programming Languages: TypeScript - HTML - CSS - JavaScript - MDX - Dockerfile 🏷️ Related Topics:
#workflow #mcp #workflows #workflow_automation #ai_agents #ai_agent #mcps #ai_agents_framework #ai_agent_tools #mcp_server #mcp_tools #no_code_automation #n8n_alternative
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: InvenTree 📝 Description: Open Source Inventory Management System 🔗 Repository URL: https://github.c
🔥 Trending Repository: InvenTree 📝 Description: Open Source Inventory Management System 🔗 Repository URL: https://github.com/inventree/InvenTree 🌐 Website: https://docs.inventree.org 📖 Readme: https://github.com/inventree/InvenTree#readme 📊 Statistics: 🌟 Stars: 5.4K stars 👀 Watchers: 72 🍴 Forks: 1K forks 💻 Programming Languages: Python - TypeScript - HTML - Shell - Dockerfile - JavaScript 🏷️ Related Topics:
#python #django #hacktoberfest
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: llm-course 📝 Description: Course to get into Large Language Models (LLMs) with roadmaps and Colab no
🔥 Trending Repository: llm-course 📝 Description: Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. 🔗 Repository URL: https://github.com/mlabonne/llm-course 🌐 Website: https://mlabonne.github.io/blog/ 📖 Readme: https://github.com/mlabonne/llm-course#readme 📊 Statistics: 🌟 Stars: 60.7K stars 👀 Watchers: 578 🍴 Forks: 6.6K forks 💻 Programming Languages: Not available 🏷️ Related Topics:
#machine_learning #roadmap #course #large_language_models #llm
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: rustdesk 📝 Description: An open-source remote desktop application designed for self-hosting, as an a
🔥 Trending Repository: rustdesk 📝 Description: An open-source remote desktop application designed for self-hosting, as an alternative to TeamViewer. 🔗 Repository URL: https://github.com/rustdesk/rustdesk 🌐 Website: https://rustdesk.com 📖 Readme: https://github.com/rustdesk/rustdesk#readme 📊 Statistics: 🌟 Stars: 96.6K stars 👀 Watchers: 540 🍴 Forks: 14.2K forks 💻 Programming Languages: Rust - Dart - C++ - C - Kotlin - Python 🏷️ Related Topics:
#android #windows #macos #linux #dart #rust #ios #remote_control #p2p #teamviewer #rust_lang #rdp #remote_desktop #vnc #flutter #flatpak #wayland #flutter_apps #anydesk
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: hyperswitch 📝 Description: An open source payments switch written in Rust to make payments fast, rel
🔥 Trending Repository: hyperswitch 📝 Description: An open source payments switch written in Rust to make payments fast, reliable and affordable 🔗 Repository URL: https://github.com/juspay/hyperswitch 🌐 Website: https://hyperswitch.io/ 📖 Readme: https://github.com/juspay/hyperswitch#readme 📊 Statistics: 🌟 Stars: 25K stars 👀 Watchers: 104 🍴 Forks: 3.9K forks 💻 Programming Languages: Rust - JavaScript - MDX - Shell - PLpgSQL - HTML 🏷️ Related Topics:
#rust #redis #open_source #finance #sdk #high_performance #postgresql #payments #orchestration #restful_api #beginner_friendly #hacktoberfest #featured #works_with_react
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: transformerlab-app 📝 Description: Open Source Application for Advanced LLM + Diffusion Engineering: interact, train, fine-tune, and evaluate large language models on your own computer. 🔗 Repository URL: https://github.com/transformerlab/transformerlab-app 🌐 Website: https://transformerlab.ai/ 📖 Readme: https://github.com/transformerlab/transformerlab-app#readme 📊 Statistics: 🌟 Stars: 3.9K stars 👀 Watchers: 31 🍴 Forks: 363 forks 💻 Programming Languages: TypeScript - JavaScript 🏷️ Related Topics:
#electron #transformers #llama #lora #diffusion #mlx #diffusion_models #llms #stability_diffusion #rlhf
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: mercur 📝 Description: Open-source multi-vendor marketplace platform for B2B & B2C. Built on top of MedusaJS. Create your own custom marketplace. 🛍️ 🔗 Repository URL: https://github.com/mercurjs/mercur 🌐 Website: https://www.mercurjs.com 📖 Readme: https://github.com/mercurjs/mercur#readme 📊 Statistics: 🌟 Stars: 691 stars 👀 Watchers: 24 🍴 Forks: 152 forks 💻 Programming Languages: TypeScript 🏷️ Related Topics:
#nodejs #javascript #open_source #marketplace #shopping_cart #commerce #medusa #e_commerce #multi_vendor #multivendor_ecommerce #multi_vendor_ecommerce #medusajs #marketplace_solution #medusajs_v2
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: nats-server 📝 Description: High-Performance server for NATS.io, the cloud and edge native messaging
🔥 Trending Repository: nats-server 📝 Description: High-Performance server for NATS.io, the cloud and edge native messaging system. 🔗 Repository URL: https://github.com/nats-io/nats-server 🌐 Website: https://nats.io 📖 Readme: https://github.com/nats-io/nats-server#readme 📊 Statistics: 🌟 Stars: 17.9K stars 👀 Watchers: 387 🍴 Forks: 1.6K forks 💻 Programming Languages: Go 🏷️ Related Topics:
#go #golang #distributed_systems #cloud #messaging #message_bus #edge #message_queue #cloud_computing #cloud_native #microservices_architecture #nats_server #edge_computing #connected_vehicle #edge_ai
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: humanlayer 📝 Description: HumanLayer enables AI agents to communicate with humans in tool-based and
🔥 Trending Repository: humanlayer 📝 Description: HumanLayer enables AI agents to communicate with humans in tool-based and async workflows. Guarantee human oversight of high-stakes function calls with approval workflows across slack, email and more. Bring your LLM and Framework of choice and start giving your AI agents safe access to the world. Agentic Workflows, human in the loop, tool calling 🔗 Repository URL: https://github.com/humanlayer/humanlayer 🌐 Website: https://humanlayer.dev 📖 Readme: https://github.com/humanlayer/humanlayer#readme 📊 Statistics: 🌟 Stars: 1.3K stars 👀 Watchers: 8 🍴 Forks: 136 forks 💻 Programming Languages: TypeScript - Go - Python - CSS - Makefile - Shell 🏷️ Related Topics:
#ai #approval_process #agents #human_in_the_loop #escalation_policy #llm #llms #function_calling #agentic_workflow #agentic_ai #humanlayer #human_as_tool
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: Python 📝 Description: All Algorithms implemented in Python 🔗 Repository URL: https://github.com/TheAlgorithms/Python 🌐 Website: https://thealgorithms.github.io/Python/ 📖 Readme: https://github.com/TheAlgorithms/Python#readme 📊 Statistics: 🌟 Stars: 205K stars 👀 Watchers: 6k 🍴 Forks: 47.5K forks 💻 Programming Languages: Python 🏷️ Related Topics:
#python #education #algorithm #practice #interview #sorting_algorithms #learn #algos #algorithm_competitions #sorts #hacktoberfest #algorithms_implemented #community_driven #searches
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: MiniCPM-V 📝 Description: MiniCPM-V 4.5: A GPT-4o Level MLLM for Single Image, Multi Image and Video
🔥 Trending Repository: MiniCPM-V 📝 Description: MiniCPM-V 4.5: A GPT-4o Level MLLM for Single Image, Multi Image and Video Understanding on Your Phone 🔗 Repository URL: https://github.com/OpenBMB/MiniCPM-V 📖 Readme: https://github.com/OpenBMB/MiniCPM-V#readme 📊 Statistics: 🌟 Stars: 20.4K stars 👀 Watchers: 145 🍴 Forks: 1.5K forks 💻 Programming Languages: Python - Vue - JavaScript - Shell - Less - CSS 🏷️ Related Topics:
#multi_modal #minicpm #minicpm_v
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: mcp 📝 Description: Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration 🔗 Repository URL: https://github.com/microsoft/mcp 📖 Readme: https://github.com/microsoft/mcp#readme 📊 Statistics: 🌟 Stars: 581 stars 👀 Watchers: 41 🍴 Forks: 90 forks 💻 Programming Languages: C# - PowerShell - Bicep - JavaScript - TypeScript - CSS 🏷️ Related Topics: Not available ================================== 🧠 By: https://t.me/DataScienceM

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🔥 Trending Repository: terraform 📝 Description: Terraform enables you to safely and predictably create, change, and improve infrastructure. It is a source-available tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned. 🔗 Repository URL: https://github.com/hashicorp/terraform 🌐 Website: http://developer.hashicorp.com/terraform 📖 Readme: https://github.com/hashicorp/terraform#readme 📊 Statistics: 🌟 Stars: 46.2K stars 👀 Watchers: 1.1k 🍴 Forks: 10K forks 💻 Programming Languages: Go 🏷️ Related Topics:
#cloud #graph #terraform #cloud_management #infrastructure_as_code
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: chroma 📝 Description: Open-source search and retrieval database for AI applications. 🔗 Repository U
🔥 Trending Repository: chroma 📝 Description: Open-source search and retrieval database for AI applications. 🔗 Repository URL: https://github.com/chroma-core/chroma 🌐 Website: https://www.trychroma.com/ 📖 Readme: https://github.com/chroma-core/chroma#readme 📊 Statistics: 🌟 Stars: 22.2K stars 👀 Watchers: 121 🍴 Forks: 1.8K forks 💻 Programming Languages: Rust - Python - TypeScript - Go - Jupyter Notebook - JavaScript 🏷️ Related Topics:
#rust #database #ai #embeddings #rust_lang #document_retrieval #rag #vector_database #llm #llms
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: WrenAI 📝 Description: ⚡️ GenBI (Generative BI) queries any database in natural language, generates a
🔥 Trending Repository: WrenAI 📝 Description: ⚡️ GenBI (Generative BI) queries any database in natural language, generates accurate SQL (Text-to-SQL), charts (Text-to-Chart), and AI-powered insights in seconds. 🔗 Repository URL: https://github.com/Canner/WrenAI 🌐 Website: https://getwren.ai/oss 📖 Readme: https://github.com/Canner/WrenAI#readme 📊 Statistics: 🌟 Stars: 10.1K stars 👀 Watchers: 70 🍴 Forks: 1K forks 💻 Programming Languages: TypeScript - Python - Go - JavaScript - Less - Dockerfile 🏷️ Related Topics:
#agent #bigquery #charts #sql #postgresql #bedrock #business_intelligence #openai #spreadsheets #vertex #genbi #text_to_sql #rag #text2sql #duckdb #llm #anthropic #sqlai #text_to_chart
================================== 🧠 By: https://t.me/DataScienceM

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🔥 Trending Repository: cobra 📝 Description: A Commander for modern Go CLI interactions 🔗 Repository URL: https://github.com/spf13/cobra 🌐 Website: https://cobra.dev 📖 Readme: https://github.com/spf13/cobra#readme 📊 Statistics: 🌟 Stars: 41.6K stars 👀 Watchers: 369 🍴 Forks: 3K forks 💻 Programming Languages: Go - Makefile 🏷️ Related Topics:
#go #cli #golang #commandline #command #command_line #posix #subcommands #cli_app #golang_library #cobra #golang_application #cobra_library #cobra_generator #posix_compliant_flags #command_cobra
================================== 🧠 By: https://t.me/DataScienceM

🔥 Trending Repository: bootstrap 📝 Description: The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web. 🔗 Repository URL: https://github.com/twbs/bootstrap 🌐 Website: https://getbootstrap.com 📖 Readme: https://github.com/twbs/bootstrap#readme 📊 Statistics: 🌟 Stars: 173K stars 👀 Watchers: 6.7k 🍴 Forks: 79.1K forks 💻 Programming Languages: MDX - JavaScript - Astro - SCSS - CSS - HTML 🏷️ Related Topics:
#javascript #css #html #sass #bootstrap #scss #css_framework
================================== 🧠 By: https://t.me/DataScienceM