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Machine Learning with Python

Machine Learning with Python

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Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho

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📈 Analytical overview of Telegram channel Machine Learning with Python

Channel Machine Learning with Python (@codeprogrammer) in the English language segment is an active participant. Currently, the community unites 68 137 subscribers, ranking 2 366 in the Education category and 4 740 in the India region.

📊 Audience metrics and dynamics

Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 68 137 subscribers.

According to the latest data from 30 August, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 86 over the last 30 days and by 27 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 4.07%. Within the first 24 hours after publication, content typically collects 1.52% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 2 775 views. Within the first day, a publication typically gains 1 037 views.
  • Reactions and interaction: The audience actively supports content: the average number of reactions per post is 5.
  • Thematic interests: Content is focused on key topics such as insidead, learning, degree, evaluation, algorithm.

📝 Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho

Thanks to the high frequency of updates (latest data received on 31 August, 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 Education category.

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Posts Archive
🤖🧠 ROMA: The Ultimate AI Framework That Lets You Build High-Performance Agents in Minutes 🗓️ 11 Oct 2025 📚 AI News & Tren
🤖🧠 ROMA: The Ultimate AI Framework That Lets You Build High-Performance Agents in Minutes 🗓️ 11 Oct 2025 📚 AI News & Trends Artificial Intelligence continues to evolve at an unprecedented pace, with agent-based frameworks becoming increasingly important for tackling complex problems. ROMA (Recursive Open Meta-Agents) represents a significant leap forward in this space, providing developers and researchers with a hierarchical, flexible, and high-performance framework for building multi-agent AI systems. This article explores ROMA’s architecture, technical capabilities, practical ... #AI #MachineLearning #MultiAgentSystems #ArtificialIntelligence #HighPerformance #ROMA

🤖🧠 Cognee: Powerful Memory for AI Agents in Just 6 Lines of Code 🗓️ 07 Oct 2025 📚 AI News & Trends Artificial Intelligenc
🤖🧠 Cognee: Powerful Memory for AI Agents in Just 6 Lines of Code 🗓️ 07 Oct 2025 📚 AI News & Trends Artificial Intelligence is evolving rapidly, but one of the biggest challenges for developers is building agents that remember, reason and adapt. Traditional RAG (Retrieval-Augmented Generation) systems often fall short when handling context, scalability and precision. That’s where Cognee comes in. It is an open-source framework designed to provide AI agents with memory using a unique ... #AI #Memory #AIAgents #OpenSource #RAG #ArtificialIntelligence

🤖🧠 The Little Book of Deep Learning – A Complete Summary and Chapter-Wise Overview 🗓️ 08 Oct 2025 📚 AI News & Trends In t
🤖🧠 The Little Book of Deep Learning – A Complete Summary and Chapter-Wise Overview 🗓️ 08 Oct 2025 📚 AI News & Trends In the ever-evolving world of Artificial Intelligence, deep learning continues to be the driving force behind breakthroughs in computer vision, speech recognition and natural language processing. For those seeking a clear, structured and accessible guide to understanding how deep learning really works, “The Little Book of Deep Learning” by François Fleuret is a gem. This ... #DeepLearning #ArtificialIntelligence #MachineLearning #NeuralNetworks #AIBooks #FrançoisFleuret

🤖🧠 DeepEval: The Ultimate LLM Evaluation Framework for AI Developers 🗓️ 07 Oct 2025 📚 AI News & Trends In today’s AI-driv
🤖🧠 DeepEval: The Ultimate LLM Evaluation Framework for AI Developers 🗓️ 07 Oct 2025 📚 AI News & Trends In today’s AI-driven world, large language models (LLMs) have become central to modern applications from chatbots to intelligent AI agents. However, ensuring the accuracy, reliability and safety of these models is a significant challenge. Even small errors, biases or hallucinations can result in misleading information, frustrated users or business setbacks. This is where DeepEval, an ... #AI #LLM #LargeLanguageModels #AIEvaluation #DeepEval #ArtificialIntelligence

🤖🧠 Paper2Agent: Revolutionizing Research Papers into Powerful Interactive AI Agents 🗓️ 07 Oct 2025 📚 AI News & Trends In
🤖🧠 Paper2Agent: Revolutionizing Research Papers into Powerful Interactive AI Agents 🗓️ 07 Oct 2025 📚 AI News & Trends In the fast-paced world of artificial intelligence and computational research, one persistent challenge remains: reproducing results from complex academic papers. Researchers often spend hours understanding codebases, setting up environments and running scripts sometimes with limited success. Paper2Agent offers a groundbreaking solution. It is a multi-agent AI system that automatically transforms research papers into interactive AI ... #AI #Research #InteractiveAgents #Paper2Agent #ComputationalResearch #MultiAgentSystem

🤖🧠 Cognee: Powerful Memory for AI Agents in Just 6 Lines of Code 🗓️ 07 Oct 2025 📚 AI News & Trends Artificial Intelligenc
🤖🧠 Cognee: Powerful Memory for AI Agents in Just 6 Lines of Code 🗓️ 07 Oct 2025 📚 AI News & Trends Artificial Intelligence is evolving rapidly, but one of the biggest challenges for developers is building agents that remember, reason and adapt. Traditional RAG (Retrieval-Augmented Generation) systems often fall short when handling context, scalability and precision. That’s where Cognee comes in. It is an open-source framework designed to provide AI agents with memory using a unique ... #AI #Memory #AIAgents #OpenSource #RAG #ArtificialIntelligence

🤖🧠 OpenAI’s AgentKit: Transforming How Developers Build and Deploy AI Agents 🗓️ 08 Oct 2025 📚 AI News & Trends OpenAI con
🤖🧠 OpenAI’s AgentKit: Transforming How Developers Build and Deploy AI Agents 🗓️ 08 Oct 2025 📚 AI News & Trends OpenAI continues to redefine the frontiers of artificial intelligence with the introduction of AgentKit a powerful all-in-one toolkit designed to simplify and accelerate how developers build and deploy AI agents. Unveiled during OpenAI’s Dev Day on October 6, 2025, AgentKit marks a transformative leap in agentic AI technology giving developers and organizations the ability to ... #OpenAI #AgentKit #AIagents #ArtificialIntelligence #DeveloperTools #AgenticAI

🤖🧠 Build a Large Language Model From Scratch: A Step-by-Step Guide to Understanding and Creating LLMs 🗓️ 08 Oct 2025 📚 AI
🤖🧠 Build a Large Language Model From Scratch: A Step-by-Step Guide to Understanding and Creating LLMs 🗓️ 08 Oct 2025 📚 AI News & Trends In recent years, Large Language Models (LLMs) have revolutionized the world of Artificial Intelligence (AI). From ChatGPT and Claude to Llama and Mistral, these models power the conversational systems, copilots, and generative tools that dominate today’s AI landscape. However, for most developers and learners, the inner workings of these systems remain a mystery until now. ... #large #language #llms #models #these #systems

🤖🧠 The Little Book of Deep Learning – A Complete Summary and Chapter-Wise Overview 🗓️ 08 Oct 2025 📚 AI News & Trends In t
🤖🧠 The Little Book of Deep Learning – A Complete Summary and Chapter-Wise Overview 🗓️ 08 Oct 2025 📚 AI News & Trends In the ever-evolving world of Artificial Intelligence, deep learning continues to be the driving force behind breakthroughs in computer vision, speech recognition and natural language processing. For those seeking a clear, structured and accessible guide to understanding how deep learning really works, “The Little Book of Deep Learning” by François Fleuret is a gem. This ... #deep #learning #little #book #complete #summary

🤖🧠 DeepEval: The Ultimate LLM Evaluation Framework for AI Developers 🗓️ 07 Oct 2025 📚 AI News & Trends In today’s AI-driv
🤖🧠 DeepEval: The Ultimate LLM Evaluation Framework for AI Developers 🗓️ 07 Oct 2025 📚 AI News & Trends In today’s AI-driven world, large language models (LLMs) have become central to modern applications from chatbots to intelligent AI agents. However, ensuring the accuracy, reliability and safety of these models is a significant challenge. Even small errors, biases or hallucinations can result in misleading information, frustrated users or business setbacks. This is where DeepEval, an ...

🤖🧠 Paper2Agent: Revolutionizing Research Papers into Powerful Interactive AI Agents 🗓️ 07 Oct 2025 📚 AI News & Trends In
🤖🧠 Paper2Agent: Revolutionizing Research Papers into Powerful Interactive AI Agents 🗓️ 07 Oct 2025 📚 AI News & Trends In the fast-paced world of artificial intelligence and computational research, one persistent challenge remains: reproducing results from complex academic papers. Researchers often spend hours understanding codebases, setting up environments and running scripts sometimes with limited success. Paper2Agent offers a groundbreaking solution. It is a multi-agent AI system that automatically transforms research papers into interactive AI ... #papersinteractive #paper2agent #papersresearchers #aiagents #agentai #successpaper2agent

🤖🧠 Cognee: Powerful Memory for AI Agents in Just 6 Lines of Code 🗓️ 07 Oct 2025 📚 AI News & Trends Artificial Intelligenc
🤖🧠 Cognee: Powerful Memory for AI Agents in Just 6 Lines of Code 🗓️ 07 Oct 2025 📚 AI News & Trends Artificial Intelligence is evolving rapidly, but one of the biggest challenges for developers is building agents that remember, reason and adapt. Traditional RAG (Retrieval-Augmented Generation) systems often fall short when handling context, scalability and precision. That’s where Cognee comes in. It is an open-source framework designed to provide AI agents with memory using a unique ... #memoryai #agentsmemory #aiagents #agentsremember #ai #provideai

🤖🧠 Join the 5-Day AI Agents Intensive Course with Google 🗓️ 07 Oct 2025 📚 AI News & Trends Artificial Intelligence is rap
🤖🧠 Join the 5-Day AI Agents Intensive Course with Google 🗓️ 07 Oct 2025 📚 AI News & Trends Artificial Intelligence is rapidly evolving beyond chatbots and text generation. The next frontier is AI agents — intelligent, autonomous systems that can reason, take action and collaborate with tools and other agents. To help developers and practitioners build these next-generation systems, Google is launching the 5-Day AI Agents Intensive, a no-cost, online program running from ... #aiagents #dayai #googleartificial #agentsintelligent #ai #evolvingchatbots

🤖🧠 Paper2Agent: Revolutionizing Research Papers into Powerful Interactive AI Agents 🗓️ 07 Oct 2025 📚 AI News & Trends In
🤖🧠 Paper2Agent: Revolutionizing Research Papers into Powerful Interactive AI Agents 🗓️ 07 Oct 2025 📚 AI News & Trends In the fast-paced world of artificial intelligence and computational research, one persistent challenge remains: reproducing results from complex academic papers. Researchers often spend hours understanding codebases, setting up environments and running scripts sometimes with limited success. Paper2Agent offers a groundbreaking solution. It is a multi-agent AI system that automatically transforms research papers into interactive AI ... #papersinteractive #paper2agent #papersresearchers #aiagents #agentai #successpaper2agent

🤖🧠 Cognee: Powerful Memory for AI Agents in Just 6 Lines of Code 🗓️ 07 Oct 2025 📚 AI News & Trends Artificial Intelligenc
🤖🧠 Cognee: Powerful Memory for AI Agents in Just 6 Lines of Code 🗓️ 07 Oct 2025 📚 AI News & Trends Artificial Intelligence is evolving rapidly, but one of the biggest challenges for developers is building agents that remember, reason and adapt. Traditional RAG (Retrieval-Augmented Generation) systems often fall short when handling context, scalability and precision. That’s where Cognee comes in. It is an open-source framework designed to provide AI agents with memory using a unique ... #memoryai #agentsmemory #aiagents #agentsremember #ai #provideai

🤖🧠 Join the 5-Day AI Agents Intensive Course with Google 🗓️ 07 Oct 2025 📚 AI News & Trends Artificial Intelligence is rap
🤖🧠 Join the 5-Day AI Agents Intensive Course with Google 🗓️ 07 Oct 2025 📚 AI News & Trends Artificial Intelligence is rapidly evolving beyond chatbots and text generation. The next frontier is AI agents — intelligent, autonomous systems that can reason, take action and collaborate with tools and other agents. To help developers and practitioners build these next-generation systems, Google is launching the 5-Day AI Agents Intensive, a no-cost, online program running from ... #aiagents #dayai #googleartificial #agentsintelligent #ai #evolvingchatbots

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