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Machine Learning

Machine Learning

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Real Machine Learning β€” simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho

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πŸ“ˆ Analytical overview of Telegram channel Machine Learning

Channel Machine Learning (@machinelearning9) in the English language segment is an active participant. Currently, the community unites 40 403 subscribers, ranking 3 324 in the Technologies & Applications category and 225 in the Syria region.

πŸ“Š Audience metrics and dynamics

Since its creation on Π½Π΅Π²Ρ–Π΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 40 403 subscribers.

According to the latest data from 13 July, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 421 over the last 30 days and by 25 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 2.65%. Within the first 24 hours after publication, content typically collects 1.74% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 1 070 views. Within the first day, a publication typically gains 701 views.
  • Reactions and interaction: The audience actively supports content: the average number of reactions per post is 4.
  • Thematic interests: Content is focused on key topics such as distance, insidead, gpu, learning, degree.

πŸ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
β€œReal Machine Learning β€” simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho”

Thanks to the high frequency of updates (latest data received on 14 July, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Technologies & Applications category.

40 403
Subscribers
+2524 hours
+1547 days
+42130 days
Posts Archive
πŸ”₯ Trending Repository: keras-resources πŸ“ Description: Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library πŸ”— Repository URL: https://github.com/fchollet/keras-resources πŸ“– Readme: https://github.com/fchollet/keras-resources#readme πŸ“Š Statistics: 🌟 Stars: 3.3K stars πŸ‘€ Watchers: 214 🍴 Forks: 882 forks πŸ’» Programming Languages: Not available 🏷️ Related Topics: Not available ================================== 🧠 By: https://t.me/DataScienceN

πŸ”₯ Trending Repository: Become-A-Full-Stack-Web-Developer πŸ“ Description: Free resources for learning Full Stack Web Development πŸ”— Repository URL: https://github.com/bmorelli25/Become-A-Full-Stack-Web-Developer πŸ“– Readme: https://github.com/bmorelli25/Become-A-Full-Stack-Web-Developer#readme πŸ“Š Statistics: 🌟 Stars: 17.6K stars πŸ‘€ Watchers: 831 🍴 Forks: 2.8K forks πŸ’» Programming Languages: Not available 🏷️ Related Topics: Not available ================================== 🧠 By: https://t.me/DataScienceM

πŸ”₯ Trending Repository: professional-programming πŸ“ Description: A collection of learning resources for curious software engi
πŸ”₯ Trending Repository: professional-programming πŸ“ Description: A collection of learning resources for curious software engineers πŸ”— Repository URL: https://github.com/charlax/professional-programming πŸ“– Readme: https://github.com/charlax/professional-programming#readme πŸ“Š Statistics: 🌟 Stars: 47.9K stars πŸ‘€ Watchers: 970 🍴 Forks: 3.8K forks πŸ’» Programming Languages: Python - HTML 🏷️ Related Topics:
#programming_language #learning #computer_science #documentation #architecture #concepts #scalability #professional #programmer #software_engineering #engineer #read_articles #lessons_learned
================================== 🧠 By: https://t.me/DataScienceM

πŸ”₯ Trending Repository: magic πŸ“ Description: The first open-source all-in-one AI productivity platform (Generalist AI Agent + Workflow Engine + IM + Online collaborative office system) πŸ”— Repository URL: https://github.com/dtyq/magic 🌐 Website: https://www.letsmagic.ai/ πŸ“– Readme: https://github.com/dtyq/magic#readme πŸ“Š Statistics: 🌟 Stars: 1.8K stars πŸ‘€ Watchers: 20 🍴 Forks: 214 forks πŸ’» Programming Languages: PHP - TypeScript - JavaScript - Python - Less - Shell 🏷️ Related Topics:
#agent #workflow #ai #mcp #sandbox #agi #gpt #low_code #no_code #llm
================================== 🧠 By: https://t.me/DataScienceM

πŸ”₯ Trending Repository: awesome-llm-apps πŸ“ Description: Collection of awesome LLM apps with AI Agents and RAG using OpenAI,
πŸ”₯ Trending Repository: awesome-llm-apps πŸ“ Description: Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models. πŸ”— Repository URL: https://github.com/Shubhamsaboo/awesome-llm-apps 🌐 Website: https://www.theunwindai.com πŸ“– Readme: https://github.com/Shubhamsaboo/awesome-llm-apps#readme πŸ“Š Statistics: 🌟 Stars: 58.1K stars πŸ‘€ Watchers: 664 🍴 Forks: 6.9K forks πŸ’» Programming Languages: Python - JavaScript - TypeScript - CSS - PLpgSQL - HTML 🏷️ Related Topics:
#python #rag #llms
================================== 🧠 By: https://t.me/DataScienceM

πŸ”₯ Trending Repository: PixiEditor πŸ“ Description: PixiEditor is a Universal Editor for all your 2D needs πŸ”— Repository URL:
πŸ”₯ Trending Repository: PixiEditor πŸ“ Description: PixiEditor is a Universal Editor for all your 2D needs πŸ”— Repository URL: https://github.com/PixiEditor/PixiEditor 🌐 Website: https://pixieditor.net πŸ“– Readme: https://github.com/PixiEditor/PixiEditor#readme πŸ“Š Statistics: 🌟 Stars: 3.3K stars πŸ‘€ Watchers: 26 🍴 Forks: 140 forks πŸ’» Programming Languages: C# - C - Python - Nix - CSS - HTML 🏷️ Related Topics:
#editor #csharp #procedural_generation #sprites #pixel_art #graphics #dotnetcore #game_development #tabs #procedural_drawing #dotnet_core #pixi #vector_graphics #painting #avaloniaui #linux_desktop #2d #graphics_editor #raster_graphics
================================== 🧠 By: https://t.me/DataScienceM

πŸ”₯ Trending Repository: parlant πŸ“ Description: LLM agents built for control. Designed for real-world use. Deployed in minutes. πŸ”— Repository URL: https://github.com/emcie-co/parlant 🌐 Website: https://www.parlant.io πŸ“– Readme: https://github.com/emcie-co/parlant#readme πŸ“Š Statistics: 🌟 Stars: 3.9K stars πŸ‘€ Watchers: 39 🍴 Forks: 391 forks πŸ’» Programming Languages: Python - Gherkin - TypeScript - CSS - JavaScript - Shell 🏷️ Related Topics:
#python #gemini #openai #customer_service #customer_success #ai_agents #ai_alignment #llm #genai #llama3
================================== 🧠 By: https://t.me/DataScienceM

πŸ”₯ Trending Repository: mcp-context-forge πŸ“ Description: A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP). πŸ”— Repository URL: https://github.com/IBM/mcp-context-forge 🌐 Website: https://ibm.github.io/mcp-context-forge/ πŸ“– Readme: https://github.com/IBM/mcp-context-forge#readme πŸ“Š Statistics: 🌟 Stars: 1.1K stars πŸ‘€ Watchers: 22 🍴 Forks: 184 forks πŸ’» Programming Languages: Python - JavaScript - Makefile - HTML - Go - Shell 🏷️ Related Topics:
#python #docker #kubernetes #devops #jwt #tools #ai #api_gateway #mcp #gateway #asyncio #federation #agents #observability #authentication_middleware #fastapi #prompt_engineering #generative_ai #llm_agents #model_context_protocol
================================== 🧠 By: https://t.me/DataScienceM

πŸ”₯ Trending Repository: nob.h πŸ“ Description: Header only library for writing build recipes in C. πŸ”— Repository URL: https://github.com/tsoding/nob.h πŸ“– Readme: https://github.com/tsoding/nob.h#readme πŸ“Š Statistics: 🌟 Stars: 1.4K stars πŸ‘€ Watchers: 11 🍴 Forks: 90 forks πŸ’» Programming Languages: C 🏷️ Related Topics: Not available ================================== 🧠 By: https://t.me/DataScienceM

πŸ”₯ Trending Repository: awesome-mac πŸ“ Description: ο£Ώ Now we have become very big, Different from the original idea. Collect premium software in various categories. πŸ”— Repository URL: https://github.com/jaywcjlove/awesome-mac 🌐 Website: https://git.io/macx πŸ“– Readme: https://github.com/jaywcjlove/awesome-mac#readme πŸ“Š Statistics: 🌟 Stars: 86.8K stars πŸ‘€ Watchers: 1.5k 🍴 Forks: 6.7K forks πŸ’» Programming Languages: JavaScript - Dockerfile 🏷️ Related Topics:
#desktop_app #macos #mac #application #app #list #apple #awesome #apps #desktop_application #software #macosx #awesome_list #mac_osx #desktop_apps #awesome_lists #macos_app #macos_apps #awesome_mac
================================== 🧠 By: https://t.me/DataScienceM

πŸ”₯ Trending Repository: 90DaysOfCyberSecurity πŸ“ Description: This repository contains a 90-day cybersecurity study plan, along with resources and materials for learning various cybersecurity concepts and technologies. The plan is organized into daily tasks, covering topics such as Network+, Security+, Linux, Python, Traffic Analysis, Git, ELK, AWS, Azure, and Hacking. The repository also includes a `LEARN.md πŸ”— Repository URL: https://github.com/farhanashrafdev/90DaysOfCyberSecurity πŸ“– Readme: https://github.com/farhanashrafdev/90DaysOfCyberSecurity#readme πŸ“Š Statistics: 🌟 Stars: 10.7K stars πŸ‘€ Watchers: 191 🍴 Forks: 1.2K forks πŸ’» Programming Languages: Not available 🏷️ Related Topics:
#cybersecurity #learn #hacktoberfest #ethical_hacking #communityexchange
================================== 🧠 By: https://t.me/DataScienceM

πŸ”₯ Trending Repository: build-your-own-x πŸ“ Description: Master programming by recreating your favorite technologies from scratch. πŸ”— Repository URL: https://github.com/codecrafters-io/build-your-own-x 🌐 Website: https://codecrafters.io πŸ“– Readme: https://github.com/codecrafters-io/build-your-own-x#readme πŸ“Š Statistics: 🌟 Stars: 411K stars πŸ‘€ Watchers: 6.2k 🍴 Forks: 38.5K forks πŸ’» Programming Languages: Markdown 🏷️ Related Topics:
#programming #tutorials #free #awesome_list #tutorial_code #tutorial_exercises
================================== 🧠 By: https://t.me/DataScienceM

πŸ”₯ Trending Repository: LMCache πŸ“ Description: Supercharge Your LLM with the Fastest KV Cache Layer πŸ”— Repository URL: https
πŸ”₯ Trending Repository: LMCache πŸ“ Description: Supercharge Your LLM with the Fastest KV Cache Layer πŸ”— Repository URL: https://github.com/LMCache/LMCache 🌐 Website: https://lmcache.ai/ πŸ“– Readme: https://github.com/LMCache/LMCache#readme πŸ“Š Statistics: 🌟 Stars: 4.3K stars πŸ‘€ Watchers: 24 🍴 Forks: 485 forks πŸ’» Programming Languages: Python - Cuda - Shell 🏷️ Related Topics:
#fast #amd #cuda #inference #pytorch #speed #rocm #kv_cache #llm #vllm
================================== 🧠 By: https://t.me/DataScienceM

πŸ”₯ Trending Repository: poml πŸ“ Description: Prompt Orchestration Markup Language πŸ”— Repository URL: https://github.com/microsoft/poml 🌐 Website: https://microsoft.github.io/poml/ πŸ“– Readme: https://github.com/microsoft/poml#readme πŸ“Š Statistics: 🌟 Stars: 2.6K stars πŸ‘€ Watchers: 15 🍴 Forks: 111 forks πŸ’» Programming Languages: TypeScript - Python - JavaScript - CSS 🏷️ Related Topics:
#prompt #markup_language #vscode_extension #llm
================================== 🧠 By: https://t.me/DataScienceM

πŸ”₯ Trending Repository: Archon πŸ“ Description: Beta release of Archon OS - the knowledge and task management backbone for AI
πŸ”₯ Trending Repository: Archon πŸ“ Description: Beta release of Archon OS - the knowledge and task management backbone for AI coding assistants. πŸ”— Repository URL: https://github.com/coleam00/Archon πŸ“– Readme: https://github.com/coleam00/Archon#readme πŸ“Š Statistics: 🌟 Stars: 6K stars πŸ‘€ Watchers: 138 🍴 Forks: 1.3K forks πŸ’» Programming Languages: Python - TypeScript - PLpgSQL - CSS - Dockerfile - JavaScript 🏷️ Related Topics: Not available ================================== 🧠 By: https://t.me/DataScienceM

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Graph Convolutional Network (GCN) by Hand Graph Convolutional Networks (GCNs), introduced by Thomas Kipf and Max Welling in 2
Graph Convolutional Network (GCN) by Hand Graph Convolutional Networks (GCNs), introduced by Thomas Kipf and Max Welling in 2017, have emerged as a powerful tool in the analysis and interpretation of data structured as graphs. More: https://www.byhand.ai/p/17-can-you-calculate-a-graph-convolutional

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