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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Network:π Analytical overview of Telegram channel Machine Learning
Channel Machine Learning (@machinelearning9) in the English language segment is an active participant. Currently, the community unites 40 393 subscribers, ranking 3 329 in the Technologies & Applications category and 225 in the Syria region.
π Audience metrics and dynamics
Since its creation on Π½Π΅Π²ΡΠ΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 40 393 subscribers.
According to the latest data from 12 July, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 399 over the last 30 days and by 24 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 2.42%. 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 979 views. Within the first day, a publication typically gains 703 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.
π Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
βReal Machine Learning β simple, practical, and built on experience.
Learn step by step with clear explanations and working code.
Admin: @HusseinSheikho || @Hussein_Sheikhoβ
Thanks to the high frequency of updates (latest data received on 13 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.
40 393
Subscribers
+2424 hours
+1257 days
+39930 days
Posts Archive
40 398
π₯ Trending Repository: ART
π Description: Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen2.5, Qwen3, Llama, and more!
π Repository URL: https://github.com/OpenPipe/ART
π Website: https://art.openpipe.ai
π Readme: https://github.com/OpenPipe/ART#readme
π Statistics:
π Stars: 6K stars
π Watchers: 35
π΄ Forks: 380 forks
π» Programming Languages: Python - Jupyter Notebook - Shell
π·οΈ Related Topics:
#agent #reinforcement_learning #rl #lora #llms #qwen #kimi_ai #agentic_ai #grpo #qwen3================================== π§ By: https://t.me/DataScienceM
40 398
π₯ Trending Repository: genai-toolbox
π Description: MCP Toolbox for Databases is an open source MCP server for databases.
π Repository URL: https://github.com/googleapis/genai-toolbox
π Website: https://googleapis.github.io/genai-toolbox/getting-started/introduction/
π Readme: https://github.com/googleapis/genai-toolbox#readme
π Statistics:
π Stars: 9.8K stars
π Watchers: 61
π΄ Forks: 749 forks
π» Programming Languages: Go - JavaScript - CSS - HTML - Shell - Dockerfile
π·οΈ Related Topics:
#mcp #databases #llms #genai================================== π§ By: https://t.me/DataScienceM
40 398
π₯ Trending Repository: audiblez
π Description: Generate audiobooks from e-books
π Repository URL: https://github.com/santinic/audiblez
π Readme: https://github.com/santinic/audiblez#readme
π Statistics:
π Stars: 4.4K stars
π Watchers: 28
π΄ Forks: 303 forks
π» Programming Languages: Python
π·οΈ Related Topics:
#python #tts #epub #audiobooks #kokoro================================== π§ By: https://t.me/DataScienceM
40 398
π₯ Trending Repository: firecracker
π Description: Secure and fast microVMs for serverless computing.
π Repository URL: https://github.com/firecracker-microvm/firecracker
π Website: http://firecracker-microvm.io
π Readme: https://github.com/firecracker-microvm/firecracker#readme
π Statistics:
π Stars: 29.3K stars
π Watchers: 338
π΄ Forks: 2K forks
π» Programming Languages: Rust - Python - Shell
π·οΈ Related Topics:
#rust #open_source #serverless #containers #virtual_machine #sandbox #virtualization #minimalist #oversubscription================================== π§ By: https://t.me/DataScienceM
40 398
π₯ Trending Repository: terminal
π Description: The new Windows Terminal and the original Windows console host, all in the same place!
π Repository URL: https://github.com/microsoft/terminal
π Readme: https://github.com/microsoft/terminal#readme
π Statistics:
π Stars: 99.3K stars
π Watchers: 1.3k
π΄ Forks: 8.7K forks
π» Programming Languages: C++ - C# - C - PowerShell - Batchfile - HLSL
π·οΈ Related Topics:
#windows #console #terminal #command_line #wsl #cmd #hacktoberfest #contributions_welcome #windows_console #good_first_issue #windows_terminal================================== π§ By: https://t.me/DataScienceM
40 398
π₯ Trending Repository: WhisperLiveKit
π Description: Python package for Real-time, Local Speech-to-Text and Speaker Diarization. FastAPI Server & Web Interface
π Repository URL: https://github.com/QuentinFuxa/WhisperLiveKit
π Readme: https://github.com/QuentinFuxa/WhisperLiveKit#readme
π Statistics:
π Stars: 1.1K stars
π Watchers: 11
π΄ Forks: 185 forks
π» Programming Languages: Python - JavaScript - CSS
π·οΈ Related Topics: Not available
==================================
π§ By: https://t.me/DataScienceM
40 398
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40 398
π₯ Trending Repository: Hands-On-Large-Language-Models
π Description: Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
π Repository URL: https://github.com/HandsOnLLM/Hands-On-Large-Language-Models
π Website: https://www.llm-book.com/
π Readme: https://github.com/HandsOnLLM/Hands-On-Large-Language-Models#readme
π Statistics:
π Stars: 14.5K stars
π Watchers: 154
π΄ Forks: 3.4K forks
π» Programming Languages: Jupyter Notebook
π·οΈ Related Topics:
#book #artificial_intelligence #oreilly #oreilly_books #large_language_models #llm #llms================================== π§ By: https://t.me/DataScienceM
40 398
π₯ Trending Repository: onlook
π Description: The Cursor for Designers β’ An Open-Source AI-First Design tool β’ Visually build, style, and edit your React App with AI
π Repository URL: https://github.com/onlook-dev/onlook
π Website: https://onlook.com
π Readme: https://github.com/onlook-dev/onlook#readme
π Statistics:
π Stars: 21.7K stars
π Watchers: 97
π΄ Forks: 1.5K forks
π» Programming Languages: TypeScript - JavaScript
π·οΈ Related Topics:
#react #editor #design #typescript #ui #ai #frontend #nextjs #ide #cursor #figma #drizzle #low_code #tailwindcss #design_to_code #supabase #cursor_ai #vibe_coding #vibecoding================================== π§ By: https://t.me/DataScienceM
40 398
π₯ Trending Repository: openproject
π Description: OpenProject is the leading open source project management software.
π Repository URL: https://github.com/opf/openproject
π Website: https://www.openproject.org
π Readme: https://github.com/opf/openproject#readme
π Statistics:
π Stars: 11.8K stars
π Watchers: 258
π΄ Forks: 2.7K forks
π» Programming Languages: Ruby - TypeScript - HTML - Sass - Nix - Shell
π·οΈ Related Topics:
#ruby #project_planning #roadmap #angular #timeline #bug_tracker #issue_tracker #project_management #kanban #scrum #ifc #openproject #gantt_chart #workflows #gantt #boards #bcf================================== π§ By: https://t.me/DataScienceM
40 398
π₯ Trending Repository: Summer2026-Internships
π Description: Collection of Summer 2026 tech internships!
π Repository URL: https://github.com/vanshb03/Summer2026-Internships
π Website: https://discord.gg/pSaBUXsTkF
π Readme: https://github.com/vanshb03/Summer2026-Internships#readme
π Statistics:
π Stars: 6.2K stars
π Watchers: 624
π΄ Forks: 237 forks
π» Programming Languages: Not available
π·οΈ Related Topics:
#university #jobs #internships #summer_2025 #cvrve================================== π§ By: https://t.me/DataScienceM
40 398
π₯ Trending Repository: mcp-context-forge
π 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).
π Repository URL: https://github.com/IBM/mcp-context-forge
π Website: https://ibm.github.io/mcp-context-forge/
π Readme: https://github.com/IBM/mcp-context-forge#readme
π Statistics:
π Stars: 1.7K stars
π Watchers: 21
π΄ Forks: 215 forks
π» Programming Languages: Python - HTML - JavaScript - Makefile - Go - Shell
π·οΈ 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================================== π§ By: https://t.me/DataScienceM
40 398
π₯ Trending Repository: Pake
π Description: π€±π» Turn any webpage into a desktop app with Rust. π€±π» ε©η¨ Rust θ½»ζΎζε»Ίθ½»ιηΊ§ε€η«―ζ‘ι’εΊη¨
π Repository URL: https://github.com/tw93/Pake
π Readme: https://github.com/tw93/Pake#readme
π Statistics:
π Stars: 41.3K stars
π Watchers: 218
π΄ Forks: 7.7K forks
π» Programming Languages: JavaScript - Rust - Dockerfile
π·οΈ Related Topics:
#music #rust #productivity #mac #youtube #twitter #programming #high_performance #gemini #openai #windows_desktop #linux_desktop #tauri #mac_desktop #excalidraw #llm #no_electron #chatgpt #gemini_ai #deepseek================================== π§ By: https://t.me/DataScienceM
40 398
π₯ Trending Repository: Summer2026-Internships
π Description: Collection of Summer 2026 tech internships!
π Repository URL: https://github.com/SimplifyJobs/Summer2026-Internships
π Website: https://swelist.com/
π Readme: https://github.com/SimplifyJobs/Summer2026-Internships#readme
π Statistics:
π Stars: 40.3K stars
π Watchers: 1.6k
π΄ Forks: 3K forks
π» Programming Languages: Not available
π·οΈ Related Topics:
#university #jobs #internships #interview_preparation================================== π§ By: https://t.me/DataScienceM
40 398
π₯ Trending Repository: Seelen-UI
π Description: The Fully Customizable Desktop Environment for Windows 10/11.
π Repository URL: https://github.com/eythaann/Seelen-UI
π Readme: https://github.com/eythaann/Seelen-UI#readme
π Statistics:
π Stars: 10.7K stars
π Watchers: 45
π΄ Forks: 327 forks
π» Programming Languages: Rust - TypeScript - CSS - NSIS - SCSS - JavaScript
π·οΈ Related Topics:
#windows #wallpaper #web #tools #toolbar #finder #desktop_application #dock #taskbar #tiling_window_manager #multilanguage #topbar #tauri #web_technologies #app_launcher #windows_11 #tauri_app #seelen_ui #seelen================================== π§ By: https://t.me/DataScienceM
40 398
π₯ Trending Repository: SurfSense
π Description: Open Source Alternative to NotebookLM / Perplexity, connected to external sources such as Search Engines, Slack, Linear, Jira, ClickUp, Confluence, Notion, YouTube, GitHub, Discord and more. Join our discord:https://discord.gg/ejRNvftDp9
π Repository URL: https://github.com/MODSetter/SurfSense
π Website: https://www.surfsense.net
π Readme: https://github.com/MODSetter/SurfSense#readme
π Statistics:
π Stars: 6.7K stars
π Watchers: 46
π΄ Forks: 507 forks
π» Programming Languages: Python - TypeScript - MDX - CSS - JavaScript - Dockerfile
π·οΈ Related Topics:
#python #chrome_extension #slack #agent #jira #typescript #extension #ai #nextjs #agents #notion #perplexity #rag #fastapi #langchain #ollama #langgraph #nextjs15 #aceternity_ui #notebooklm================================== π§ By: https://t.me/DataScienceM
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β¨ Meet BLIP: The Vision-Language Model Powering Image Captioning β¨
π Table of Contents Meet BLIP: The Vision-Language Model Powering Image Captioning What Is Image Captioning and Why Is It Challenging? Why Itβs Challenging Why Traditional Vision Tasks Arenβt Enough Configuring Your Development Environment A Brief History of Image Captioning Modelsβ¦...
π·οΈ #ComputerVision #DeepLearning #ImageCaptioning #MultimodalAI #Tutorial
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π₯ Trending Repository: awesome-tuis
π Description: List of projects that provide terminal user interfaces
π Repository URL: https://github.com/rothgar/awesome-tuis
π Readme: https://github.com/rothgar/awesome-tuis#readme
π Statistics:
π Stars: 11.1K stars
π Watchers: 155
π΄ Forks: 430 forks
π» Programming Languages: Not available
π·οΈ Related Topics: Not available
==================================
π§ By: https://t.me/DataScienceM
40 398
π₯ Trending Repository: generative-ai-for-beginners
π Description: 21 Lessons, Get Started Building with Generative AI
π Repository URL: https://github.com/microsoft/generative-ai-for-beginners
π Readme: https://github.com/microsoft/generative-ai-for-beginners#readme
π Statistics:
π Stars: 95.7K stars
π Watchers: 827
π΄ Forks: 50.1K forks
π» Programming Languages: Jupyter Notebook - Python - JavaScript - TypeScript - Shell - PowerShell
π·οΈ Related Topics:
#ai #azure #transformers #openai #gpt #language_model #semantic_search #dall_e #prompt_engineering #llms #generative_ai #generativeai #chatgpt #microsoft_for_beginners================================== π§ By: https://t.me/DataScienceM
