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
40 391
π₯ Trending Repository: expert
π Description: Official Elixir Language Server Protocol implementation
π Repository URL: https://github.com/elixir-lang/expert
π Website: https://www.expert-lsp.org
π Readme: https://github.com/elixir-lang/expert#readme
π Statistics:
π Stars: 977 stars
π Watchers: 16
π΄ Forks: 20 forks
π» Programming Languages: Elixir - Erlang
π·οΈ Related Topics:
#elixir #language_server_protocol #lsp================================== π§ By: https://t.me/DataScienceM
40 391
π₯ Trending Repository: activepieces
π Description: AI Agents & MCPs & AI Workflow Automation β’ (280+ MCP servers for AI agents) β’ AI Automation / AI Agent with MCPs β’ AI Workflows & AI Agents β’ MCPs for AI Agents
π Repository URL: https://github.com/activepieces/activepieces
π Website: https://www.activepieces.com
π Readme: https://github.com/activepieces/activepieces#readme
π Statistics:
π Stars: 16.5K stars
π Watchers: 105
π΄ Forks: 2.4K forks
π» Programming Languages: TypeScript - HTML - CSS - JavaScript - MDX - Dockerfile
π·οΈ 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================================== π§ By: https://t.me/DataScienceM
40 391
π₯ Trending Repository: InvenTree
π Description: Open Source Inventory Management System
π Repository URL: https://github.com/inventree/InvenTree
π Website: https://docs.inventree.org
π Readme: https://github.com/inventree/InvenTree#readme
π Statistics:
π Stars: 5.4K stars
π Watchers: 72
π΄ Forks: 1K forks
π» Programming Languages: Python - TypeScript - HTML - Shell - Dockerfile - JavaScript
π·οΈ Related Topics:
#python #django #hacktoberfest================================== π§ By: https://t.me/DataScienceM
40 391
π₯ Trending Repository: llm-course
π Description: Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
π Repository URL: https://github.com/mlabonne/llm-course
π Website: https://mlabonne.github.io/blog/
π Readme: https://github.com/mlabonne/llm-course#readme
π Statistics:
π Stars: 60.7K stars
π Watchers: 578
π΄ Forks: 6.6K forks
π» Programming Languages: Not available
π·οΈ Related Topics:
#machine_learning #roadmap #course #large_language_models #llm================================== π§ By: https://t.me/DataScienceM
40 391
π₯ Trending Repository: rustdesk
π Description: An open-source remote desktop application designed for self-hosting, as an alternative to TeamViewer.
π Repository URL: https://github.com/rustdesk/rustdesk
π Website: https://rustdesk.com
π Readme: https://github.com/rustdesk/rustdesk#readme
π Statistics:
π Stars: 96.6K stars
π Watchers: 540
π΄ Forks: 14.2K forks
π» Programming Languages: Rust - Dart - C++ - C - Kotlin - Python
π·οΈ 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================================== π§ By: https://t.me/DataScienceM
40 391
π₯ Trending Repository: hyperswitch
π Description: An open source payments switch written in Rust to make payments fast, reliable and affordable
π Repository URL: https://github.com/juspay/hyperswitch
π Website: https://hyperswitch.io/
π Readme: https://github.com/juspay/hyperswitch#readme
π Statistics:
π Stars: 25K stars
π Watchers: 104
π΄ Forks: 3.9K forks
π» Programming Languages: Rust - JavaScript - MDX - Shell - PLpgSQL - HTML
π·οΈ Related Topics:
#rust #redis #open_source #finance #sdk #high_performance #postgresql #payments #orchestration #restful_api #beginner_friendly #hacktoberfest #featured #works_with_react================================== π§ By: https://t.me/DataScienceM
40 391
π₯ Trending Repository: transformerlab-app
π Description: Open Source Application for Advanced LLM + Diffusion Engineering: interact, train, fine-tune, and evaluate large language models on your own computer.
π Repository URL: https://github.com/transformerlab/transformerlab-app
π Website: https://transformerlab.ai/
π Readme: https://github.com/transformerlab/transformerlab-app#readme
π Statistics:
π Stars: 3.9K stars
π Watchers: 31
π΄ Forks: 363 forks
π» Programming Languages: TypeScript - JavaScript
π·οΈ Related Topics:
#electron #transformers #llama #lora #diffusion #mlx #diffusion_models #llms #stability_diffusion #rlhf================================== π§ By: https://t.me/DataScienceM
40 391
π₯ Trending Repository: mercur
π Description: Open-source multi-vendor marketplace platform for B2B & B2C. Built on top of MedusaJS. Create your own custom marketplace. ποΈ
π Repository URL: https://github.com/mercurjs/mercur
π Website: https://www.mercurjs.com
π Readme: https://github.com/mercurjs/mercur#readme
π Statistics:
π Stars: 691 stars
π Watchers: 24
π΄ Forks: 152 forks
π» Programming Languages: TypeScript
π·οΈ 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================================== π§ By: https://t.me/DataScienceM
40 391
π₯ Trending Repository: nats-server
π Description: High-Performance server for NATS.io, the cloud and edge native messaging system.
π Repository URL: https://github.com/nats-io/nats-server
π Website: https://nats.io
π Readme: https://github.com/nats-io/nats-server#readme
π Statistics:
π Stars: 17.9K stars
π Watchers: 387
π΄ Forks: 1.6K forks
π» Programming Languages: Go
π·οΈ 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================================== π§ By: https://t.me/DataScienceM
40 391
π₯ Trending Repository: humanlayer
π 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
π Repository URL: https://github.com/humanlayer/humanlayer
π Website: https://humanlayer.dev
π Readme: https://github.com/humanlayer/humanlayer#readme
π Statistics:
π Stars: 1.3K stars
π Watchers: 8
π΄ Forks: 136 forks
π» Programming Languages: TypeScript - Go - Python - CSS - Makefile - Shell
π·οΈ Related Topics:
#ai #approval_process #agents #human_in_the_loop #escalation_policy #llm #llms #function_calling #agentic_workflow #agentic_ai #humanlayer #human_as_tool================================== π§ By: https://t.me/DataScienceM
40 391
π₯ Trending Repository: Python
π Description: All Algorithms implemented in Python
π Repository URL: https://github.com/TheAlgorithms/Python
π Website: https://thealgorithms.github.io/Python/
π Readme: https://github.com/TheAlgorithms/Python#readme
π Statistics:
π Stars: 205K stars
π Watchers: 6k
π΄ Forks: 47.5K forks
π» Programming Languages: Python
π·οΈ Related Topics:
#python #education #algorithm #practice #interview #sorting_algorithms #learn #algos #algorithm_competitions #sorts #hacktoberfest #algorithms_implemented #community_driven #searches================================== π§ By: https://t.me/DataScienceM
40 391
π₯ Trending Repository: MiniCPM-V
π Description: MiniCPM-V 4.5: A GPT-4o Level MLLM for Single Image, Multi Image and Video Understanding on Your Phone
π Repository URL: https://github.com/OpenBMB/MiniCPM-V
π Readme: https://github.com/OpenBMB/MiniCPM-V#readme
π Statistics:
π Stars: 20.4K stars
π Watchers: 145
π΄ Forks: 1.5K forks
π» Programming Languages: Python - Vue - JavaScript - Shell - Less - CSS
π·οΈ Related Topics:
#multi_modal #minicpm #minicpm_v================================== π§ By: https://t.me/DataScienceM
40 391
π₯ Trending Repository: mcp
π Description: Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration
π Repository URL: https://github.com/microsoft/mcp
π Readme: https://github.com/microsoft/mcp#readme
π Statistics:
π Stars: 581 stars
π Watchers: 41
π΄ Forks: 90 forks
π» Programming Languages: C# - PowerShell - Bicep - JavaScript - TypeScript - CSS
π·οΈ Related Topics: Not available
==================================
π§ By: https://t.me/DataScienceM
40 391
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40 391
π₯ Trending Repository: terraform
π 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.
π Repository URL: https://github.com/hashicorp/terraform
π Website: http://developer.hashicorp.com/terraform
π Readme: https://github.com/hashicorp/terraform#readme
π Statistics:
π Stars: 46.2K stars
π Watchers: 1.1k
π΄ Forks: 10K forks
π» Programming Languages: Go
π·οΈ Related Topics:
#cloud #graph #terraform #cloud_management #infrastructure_as_code================================== π§ By: https://t.me/DataScienceM
40 391
π₯ Trending Repository: chroma
π Description: Open-source search and retrieval database for AI applications.
π Repository URL: https://github.com/chroma-core/chroma
π Website: https://www.trychroma.com/
π Readme: https://github.com/chroma-core/chroma#readme
π Statistics:
π Stars: 22.2K stars
π Watchers: 121
π΄ Forks: 1.8K forks
π» Programming Languages: Rust - Python - TypeScript - Go - Jupyter Notebook - JavaScript
π·οΈ Related Topics:
#rust #database #ai #embeddings #rust_lang #document_retrieval #rag #vector_database #llm #llms================================== π§ By: https://t.me/DataScienceM
40 391
π₯ Trending Repository: WrenAI
π Description: β‘οΈ 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.
π Repository URL: https://github.com/Canner/WrenAI
π Website: https://getwren.ai/oss
π Readme: https://github.com/Canner/WrenAI#readme
π Statistics:
π Stars: 10.1K stars
π Watchers: 70
π΄ Forks: 1K forks
π» Programming Languages: TypeScript - Python - Go - JavaScript - Less - Dockerfile
π·οΈ 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================================== π§ By: https://t.me/DataScienceM
40 391
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40 391
π₯ Trending Repository: cobra
π Description: A Commander for modern Go CLI interactions
π Repository URL: https://github.com/spf13/cobra
π Website: https://cobra.dev
π Readme: https://github.com/spf13/cobra#readme
π Statistics:
π Stars: 41.6K stars
π Watchers: 369
π΄ Forks: 3K forks
π» Programming Languages: Go - Makefile
π·οΈ 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================================== π§ By: https://t.me/DataScienceM
40 391
π₯ Trending Repository: bootstrap
π Description: The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.
π Repository URL: https://github.com/twbs/bootstrap
π Website: https://getbootstrap.com
π Readme: https://github.com/twbs/bootstrap#readme
π Statistics:
π Stars: 173K stars
π Watchers: 6.7k
π΄ Forks: 79.1K forks
π» Programming Languages: MDX - JavaScript - Astro - SCSS - CSS - HTML
π·οΈ Related Topics:
#javascript #css #html #sass #bootstrap #scss #css_framework================================== π§ By: https://t.me/DataScienceM
