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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Network:📈 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.
📊 Audience metrics and dynamics
Since its creation on невідомо, 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.
📝 Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
“Real Machine Learning — 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
40 403
🔥 Trending Repository: awesome-n8n-templates
📝 Description: Supercharge your workflow automation with this curated collection of n8n templates! Instantly connect your favorite apps-like Gmail, Telegram, Google Drive, Slack, and more-with ready-to-use, AI-powered automations. Save time, boost productivity, and unlock the true potential of n8n in just a few clicks.
🔗 Repository URL: https://github.com/enescingoz/awesome-n8n-templates
🌐 Website: https://n8n.partnerlinks.io/h1pwwf5m4toe
📖 Readme: https://github.com/enescingoz/awesome-n8n-templates#readme
📊 Statistics:
🌟 Stars: 8.9K stars
👀 Watchers: 161
🍴 Forks: 2.7K forks
💻 Programming Languages: Not available
🏷️ Related Topics:
#automation #integration #workflow_automation #n8n #no_code_ai #no_code_automation #n8n_automation #automation_templates #n8n_template================================== 🧠 By: https://t.me/DataScienceM
40 403
🔥 Trending Repository: LLMs-from-scratch
📝 Description: Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
🔗 Repository URL: https://github.com/rasbt/LLMs-from-scratch
🌐 Website: https://amzn.to/4fqvn0D
📖 Readme: https://github.com/rasbt/LLMs-from-scratch#readme
📊 Statistics:
🌟 Stars: 64.4K stars
👀 Watchers: 589
🍴 Forks: 9K forks
💻 Programming Languages: Jupyter Notebook - Python
🏷️ Related Topics:
#python #machine_learning #ai #deep_learning #pytorch #artificial_intelligence #transformer #gpt #language_model #from_scratch #large_language_models #llm #chatgpt================================== 🧠 By: https://t.me/DataScienceM
40 403
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Твоя усталость может отражаться высыпаниями, стресс — покраснением, а бессонница — сухостью.
Настоящий уход — это забота, а не просто баночки на полке.
Хочешь понять язык своей кожи и настроить рутину так, чтобы видеть реальный результат? Загляни сюда — здесь с тобой говорят на языке тела и чувств, не шаблонов.
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40 403
🔥 Trending Repository: vllm
📝 Description: A high-throughput and memory-efficient inference and serving engine for LLMs
🔗 Repository URL: https://github.com/vllm-project/vllm
🌐 Website: https://docs.vllm.ai
📖 Readme: https://github.com/vllm-project/vllm#readme
📊 Statistics:
🌟 Stars: 55.5K stars
👀 Watchers: 428
🍴 Forks: 9.4K forks
💻 Programming Languages: Python - Cuda - C++ - Shell - C - CMake
🏷️ Related Topics:
#amd #cuda #inference #pytorch #transformer #llama #gpt #rocm #model_serving #tpu #hpu #mlops #xpu #llm #inferentia #llmops #llm_serving #qwen #deepseek #trainium================================== 🧠 By: https://t.me/DataScienceM
40 403
🔥 Trending Repository: mcp-for-beginners
📝 Description: This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
🔗 Repository URL: https://github.com/microsoft/mcp-for-beginners
📖 Readme: https://github.com/microsoft/mcp-for-beginners#readme
📊 Statistics:
🌟 Stars: 9.3K stars
👀 Watchers:
🍴 Forks: 2.5K forks
💻 Programming Languages: Python - Java - Jupyter Notebook - TypeScript - C# - Rust
🏷️ Related Topics:
#javascript #python #java #typescript #csharp #model #mcp #javascript_applications #model_context_protocol #mcp_server #modelcontextprotocol #mcp_client #mcp_security================================== 🧠 By: https://t.me/DataScienceM
40 403
🔥 Trending Repository: awesome-claude-code
📝 Description: A curated list of awesome commands, files, and workflows for Claude Code
🔗 Repository URL: https://github.com/hesreallyhim/awesome-claude-code
📖 Readme: https://github.com/hesreallyhim/awesome-claude-code#readme
📊 Statistics:
🌟 Stars: 11.2K stars
👀 Watchers: 96
🍴 Forks: 606 forks
💻 Programming Languages: Python - Makefile - Shell
🏷️ Related Topics:
#awesome #awesome_list #awesome_lists #awesome_resources #claude #coding_assistant #ai_workflows #anthropic #anthropic_claude #coding_agents #ai_workflow_optimization #claude_code #agentic_code #coding_agent #agentic_coding================================== 🧠 By: https://t.me/DataScienceM
40 403
🔥 Trending Repository: hrms
📝 Description: Open Source HR and Payroll Software
🔗 Repository URL: https://github.com/frappe/hrms
🌐 Website: https://frappe.io/hr
📖 Readme: https://github.com/frappe/hrms#readme
📊 Statistics:
🌟 Stars: 6.3K stars
👀 Watchers: 52
🍴 Forks: 1.6K forks
💻 Programming Languages: Python - JavaScript - Vue - HTML - SCSS - CSS
🏷️ Related Topics:
#javascript #python #open_source #pwa #leave_management #hr #onboarding #hcm #attendance #payroll #frappe #erpnext #recruitment #hrms #hris #employee #performance_management #frappe_framework #shift_management #exits================================== 🧠 By: https://t.me/DataScienceM
40 403
🔥 Trending Repository: open_deep_research
📝 Description: No description available
🔗 Repository URL: https://github.com/langchain-ai/open_deep_research
📖 Readme: https://github.com/langchain-ai/open_deep_research#readme
📊 Statistics:
🌟 Stars: 8K stars
👀 Watchers: 55
🍴 Forks: 1.1K forks
💻 Programming Languages: Python - Jupyter Notebook
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
40 403
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📝 Description: A high-performance algorithmic trading platform and event-driven backtester
🔗 Repository URL: https://github.com/nautechsystems/nautilus_trader
🌐 Website: https://nautilustrader.io
📖 Readme: https://github.com/nautechsystems/nautilus_trader#readme
📊 Statistics:
🌟 Stars: 14.1K stars
👀 Watchers: 148
🍴 Forks: 1.5K forks
💻 Programming Languages: Rust - Python - Cython - C - Shell - Makefile
🏷️ Related Topics:
#python #rust #machine_learning #trading #forex #artificial_intelligence #trading_platform #algorithmic_trading_engine #sports_betting #options_trading #crypto_trading #equity_trading #futures_trading================================== 🧠 By: https://t.me/DataScienceM
40 403
🔥 Trending Repository: claude-code-router
📝 Description: Use Claude Code as the foundation for coding infrastructure, allowing you to decide how to interact with the model while enjoying updates from Anthropic.
🔗 Repository URL: https://github.com/musistudio/claude-code-router
📖 Readme: https://github.com/musistudio/claude-code-router#readme
📊 Statistics:
🌟 Stars: 13.7K stars
👀 Watchers: 55
🍴 Forks: 1K forks
💻 Programming Languages: TypeScript - JavaScript - CSS - HTML
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
40 403
🔥 Trending Repository: supervision
📝 Description: We write your reusable computer vision tools. 💜
🔗 Repository URL: https://github.com/roboflow/supervision
🌐 Website: https://supervision.roboflow.com
📖 Readme: https://github.com/roboflow/supervision#readme
📊 Statistics:
🌟 Stars: 34K stars
👀 Watchers: 211
🍴 Forks: 2.7K forks
💻 Programming Languages: Python
🏷️ Related Topics:
#python #tracking #machine_learning #computer_vision #deep_learning #metrics #tensorflow #image_processing #pytorch #video_processing #yolo #classification #coco #object_detection #hacktoberfest #pascal_voc #low_code #instance_segmentation #oriented_bounding_box================================== 🧠 By: https://t.me/DataScienceM
40 403
🔥 Trending Repository: dyad
📝 Description: Free, local, open-source AI app builder ✨ v0 / lovable / Bolt alternative 🌟 Star if you like it!
🔗 Repository URL: https://github.com/dyad-sh/dyad
🌐 Website: https://dyad.sh
📖 Readme: https://github.com/dyad-sh/dyad#readme
📊 Statistics:
🌟 Stars: 13.2K stars
👀 Watchers: 73
🍴 Forks: 1.3K forks
💻 Programming Languages: TypeScript - JavaScript - CSS - HTML - Shell - Python
🏷️ Related Topics:
#github #react #typescript #nextjs #artificial_intelligence #gemini #openai #bolt #v0 #lovable #vercel #llm #llms #generative_ai #anthropic #ollama #qwen #deepseek #ai_app_builder================================== 🧠 By: https://t.me/DataScienceM
40 403
🔥 Trending Repository: Resume-Matcher
📝 Description: Improve your resumes with Resume Matcher. Get insights, keyword suggestions and tune your resumes to job descriptions.
🔗 Repository URL: https://github.com/srbhr/Resume-Matcher
🌐 Website: https://resumematcher.fyi/
📖 Readme: https://github.com/srbhr/Resume-Matcher#readme
📊 Statistics:
🌟 Stars: 22.4K stars
👀 Watchers: 82
🍴 Forks: 4.3K forks
💻 Programming Languages: Python - TypeScript - PowerShell - Shell - CSS - Makefile - JavaScript
🏷️ Related Topics:
#python #resume #machine_learning #natural_language_processing #typescript #nextjs #text_similarity #word_embeddings #ats #resume_parser #hacktoberfest #resume_builder #applicant_tracking_system #vector_search================================== 🧠 By: https://t.me/DataScienceM
40 403
Repost from Machine Learning with Python
This channels is for Programmers, Coders, Software Engineers.
0️⃣ Python
1️⃣ Data Science
2️⃣ Machine Learning
3️⃣ Data Visualization
4️⃣ Artificial Intelligence
5️⃣ Data Analysis
6️⃣ Statistics
7️⃣ Deep Learning
8️⃣ programming Languages
✅ https://t.me/addlist/8_rRW2scgfRhOTc0
✅ https://t.me/Codeprogrammer
40 403
🔥 Trending Repository: motia
📝 Description: Modern Backend Framework that unifies APIs, background jobs, workflows, and AI agents into a single cohesive system with built-in observability and state management.
🔗 Repository URL: https://github.com/MotiaDev/motia
🌐 Website: https://motia.dev
📖 Readme: https://github.com/MotiaDev/motia#readme
📊 Statistics:
🌟 Stars: 6K stars
👀 Watchers: 47
🍴 Forks: 471 forks
💻 Programming Languages: TypeScript - MDX - Python - JavaScript - CSS - Ruby
🏷️ Related Topics:
#javascript #ruby #python #api #framework #ai #backend #agi #developer_tools #agents #genai================================== 🧠 By: https://t.me/DataScienceM
40 403
🔥 Trending Repository: clash-verge-rev
📝 Description: A modern GUI client based on Tauri, designed to run in Windows, macOS and Linux for tailored proxy experience
🔗 Repository URL: https://github.com/clash-verge-rev/clash-verge-rev
🌐 Website: https://www.clashverge.dev
📖 Readme: https://github.com/clash-verge-rev/clash-verge-rev#readme
📊 Statistics:
🌟 Stars: 70.4K stars
👀 Watchers: 203
🍴 Forks: 5.3K forks
💻 Programming Languages: TypeScript - Rust - JavaScript - NSIS - Shell - SCSS
🏷️ Related Topics:
#windows #linux #mac #clash #tauri_app #clash_verge #clash_meta #mihomo================================== 🧠 By: https://t.me/DataScienceM
40 403
🔥 Trending Repository: data-engineer-handbook
📝 Description: This is a repo with links to everything you'd ever want to learn about data engineering
🔗 Repository URL: https://github.com/DataExpert-io/data-engineer-handbook
📖 Readme: https://github.com/DataExpert-io/data-engineer-handbook#readme
📊 Statistics:
🌟 Stars: 36.3K stars
👀 Watchers: 429
🍴 Forks: 7K forks
💻 Programming Languages: Jupyter Notebook - Python - Makefile - Dockerfile - Shell
🏷️ Related Topics:
#data #awesome #sql #bigdata #dataengineering #apachespark================================== 🧠 By: https://t.me/DataScienceM
40 403
🔥 Trending Repository: OpenBB
📝 Description: Financial data aggregator for humans and AI agents.
🔗 Repository URL: https://github.com/OpenBB-finance/OpenBB
🌐 Website: https://openbb.co
📖 Readme: https://github.com/OpenBB-finance/OpenBB#readme
📊 Statistics:
🌟 Stars: 49.6K stars
👀 Watchers: 371
🍴 Forks: 4.6K forks
💻 Programming Languages: Python
🏷️ Related Topics:
#python #finance #machine_learning #options #crypto #ai #economics #derivatives #stocks #quantitative_finance #equity #fixed_income #openbb================================== 🧠 By: https://t.me/DataScienceM
40 403
🔥 Trending Repository: colmap
📝 Description: COLMAP - Structure-from-Motion and Multi-View Stereo
🔗 Repository URL: https://github.com/colmap/colmap
🌐 Website: https://colmap.github.io/
📖 Readme: https://github.com/colmap/colmap#readme
📊 Statistics:
🌟 Stars: 9.4K stars
👀 Watchers: 178
🍴 Forks: 1.7K forks
💻 Programming Languages: C++ - Python - C - CMake - Cuda - Shell
🏷️ Related Topics:
#computer_vision #geometry #structure_from_motion #reconstruction #multi_view_stereo================================== 🧠 By: https://t.me/DataScienceM
40 403
🔥 Trending Repository: cai
📝 Description: Cybersecurity AI (CAI), an open Bug Bounty-ready Artificial Intelligence
🔗 Repository URL: https://github.com/aliasrobotics/cai
🌐 Website: https://aliasrobotics.github.io/cai/
📖 Readme: https://github.com/aliasrobotics/cai#readme
📊 Statistics:
🌟 Stars: 2.5K stars
👀 Watchers: 29
🍴 Forks: 385 forks
💻 Programming Languages: Python
🏷️ Related Topics:
#artificial_intelligence #cybersecurity #pentesting #llm #generative_ai================================== 🧠 By: https://t.me/DataScienceM
