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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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๐Ÿ“ˆ 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 67 813 subscribers, ranking 2 411 in the Education category and 5 035 in the India region.

๐Ÿ“Š Audience metrics and dynamics

Since its creation on ะฝะตะฒั–ะดะพะผะพ, the project has demonstrated rapid growth, gathering an audience of 67 813 subscribers.

According to the latest data from 07 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 55 over the last 30 days and by -2 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 2.62%. Within the first 24 hours after publication, content typically collects 2.56% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 1 776 views. Within the first day, a publication typically gains 1 734 views.
  • Reactions and interaction: The audience actively supports content: the average number of reactions per post is 7.
  • Thematic interests: Content is focused on key topics such as insidead, learning, degree, evaluation, algorithm.

๐Ÿ“ Description and content policy

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

Thanks to the high frequency of updates (latest data received on 08 June, 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.

67 813
Subscribers
-224 hours
+327 days
+5530 days
Posts Archive
๐Ÿ’  The Best Tool for Extracting Data from PDF Files! ๐Ÿ‘ฉ๐Ÿปโ€๐Ÿ’ป Usually, PDF files like financial reports, scientific articles,
๐Ÿ’  The Best Tool for Extracting Data from PDF Files! ๐Ÿ‘ฉ๐Ÿปโ€๐Ÿ’ป Usually, PDF files like financial reports, scientific articles, or data analyses are full of tables, formulas, and complex texts. โฌ…๏ธ Most tools only extract texts and destroy the data structure, causing important information to be lost. โœ… But the tool Docling uses artificial intelligence to preserve all those structures (text, tables, formulas) exactly as they are in the file. Then it converts that data into a structured format. Meaning AI models can work on them. โญ• The interesting point is that with just three lines of Python code, you can convert any PDF into searchable data! โ”Œ ๐Ÿฅต Docling โ”œ ๐Ÿ”Ž Article โ”œ ๐Ÿ“„ Documentation โ”” ๐Ÿฑ GitHub-Repos ๐ŸŒ #Data_Science #DataScience โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–

Repost from Machine Learning
๐Ÿ“Œ Learn Transformer Fine-Tuning and Segment Anything ๐Ÿ—‚ Category: MACHINE LEARNING ๐Ÿ•’ Date: 2024-06-30 | โฑ๏ธ Read time: 13 mi
๐Ÿ“Œ Learn Transformer Fine-Tuning and Segment Anything ๐Ÿ—‚ Category: MACHINE LEARNING ๐Ÿ•’ Date: 2024-06-30 | โฑ๏ธ Read time: 13 min read Train Metaโ€™s SAM to segment high fidelity masks for any domain

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Missed the latest BTC moves? While most traders got wiped out by $20B in liquidations, our private group quietly spotted hidden arbitrage and shared exclusive signals that actually work. Get early access to VIP trades and real insider analysis โ€” not hype. Donโ€™t let the market chaos eat your portfolio โ€” join our private channel now before the next move starts. Your edge is just one click away. #ad InsideAds

๐Ÿค–๐Ÿง  15+ Gemini AI Photo Editing Prompts for Boys: Create Stunning Styles & Expressions in 2025 ๐Ÿ—“๏ธ 11 Oct 2025 ๐Ÿ“š AI News &
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๐Ÿค–๐Ÿง  ROMA: The Ultimate AI Framework That Lets You Build High-Performance Agents in Minutes ๐Ÿ—“๏ธ 11 Oct 2025 ๐Ÿ“š AI News & Tren
๐Ÿค–๐Ÿง  ROMA: The Ultimate AI Framework That Lets You Build High-Performance Agents in Minutes ๐Ÿ—“๏ธ 11 Oct 2025 ๐Ÿ“š 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 ROMAโ€™s architecture, technical capabilities, practical ... #ROMA #AIFramework #MultiAgentSystems #ArtificialIntelligence #HighPerformanceAI #AgentBasedAI

๐Ÿค–๐Ÿง  How oLLM Makes Large-Context AI Models Run Smoothly on 8GB GPUs ๐Ÿ—“๏ธ 11 Oct 2025 ๐Ÿ“š AI News & Trends Artificial intellige
๐Ÿค–๐Ÿง  How oLLM Makes Large-Context AI Models Run Smoothly on 8GB GPUs ๐Ÿ—“๏ธ 11 Oct 2025 ๐Ÿ“š AI News & Trends Artificial intelligence has revolutionized the way we process information, analyze data, and automate complex tasks. With the rise of large language models (LLMs), AI capabilities have grown exponentially, enabling applications from natural language understanding to multimodal reasoning. However, running these models efficiently especially with massive context windows, remains a challenge due to their high memory ... #oLLM #LargeContextAI #AIGPU #MachineLearning #LLMs #AIOptimization

๐Ÿค–๐Ÿง  Gamma PPT AI : Unlock Presentations in Minutes ๐Ÿ—“๏ธ 10 Oct 2025 ๐Ÿ“š AI News & Trends In todayโ€™s fast-paced world, creating
๐Ÿค–๐Ÿง  Gamma PPT AI : Unlock Presentations in Minutes ๐Ÿ—“๏ธ 10 Oct 2025 ๐Ÿ“š AI News & Trends In todayโ€™s fast-paced world, creating high-impact presentations can be a tedious, time-consuming process especially when you need beautiful visuals, crisp content and consistent branding. Thatโ€™s where Gamma PPT AI comes in. Itโ€™s a tool that promises to transform how we make slide decks by letting AI handle design, layout and content generation. In this blog, ... #GammaPPTAI #AIPresentations #PresentationTools #ArtificialIntelligence #DesignAutomation #SlideDeck

๐Ÿค–๐Ÿง  PyMuPDF: The Ultimate Python Library for High-Performance PDF Processing ๐Ÿ—“๏ธ 09 Oct 2025 ๐Ÿ“š AI News & Trends If youโ€™re a
๐Ÿค–๐Ÿง  PyMuPDF: The Ultimate Python Library for High-Performance PDF Processing ๐Ÿ—“๏ธ 09 Oct 2025 ๐Ÿ“š AI News & Trends If youโ€™re a Python developer working with PDF documents whether itโ€™s for text extraction, data analysis conversion or annotation then youโ€™ve likely encountered the limitations of traditional tools. Thatโ€™s where PyMuPDF also known as fitz, shines. Itโ€™s a lightweight, high-performance Python library that enables comprehensive PDF manipulation with minimal dependencies and maximum flexibility. In this ... #PyMuPDF #PythonLibrary #PDFProcessing #TextExtraction #DataAnalysis #HighPerformance

๐Ÿค–๐Ÿง  Ling-1T by inclusionAI: The Future of Smarter, Faster and More Efficient AI Models ๐Ÿ—“๏ธ 09 Oct 2025 ๐Ÿ“š AI News & Trends A
๐Ÿค–๐Ÿง  Ling-1T by inclusionAI: The Future of Smarter, Faster and More Efficient AI Models ๐Ÿ—“๏ธ 09 Oct 2025 ๐Ÿ“š AI News & Trends Artificial Intelligence is evolving at lightning speed and inclusionAIโ€™s Ling-1T is one of the most exciting innovations leading the charge. Built on the advanced Ling 2.0 architecture, Ling-1T is a trillion-parameter model designed to combine incredible reasoning power, speed and scalability in one open-source system. Image Source : Hugging Face Unlike many AI models that ... #Ling1T #inclusionAI #ArtificialIntelligence #OpenSourceAI #LargeLanguageModels #AIArchitecture

๐Ÿค–๐Ÿง  OpenAIโ€™s AgentKit: Transforming How Developers Build and Deploy AI Agents ๐Ÿ—“๏ธ 08 Oct 2025 ๐Ÿ“š AI News & Trends OpenAI con
๐Ÿค–๐Ÿง  OpenAIโ€™s AgentKit: Transforming How Developers Build and Deploy AI Agents ๐Ÿ—“๏ธ 08 Oct 2025 ๐Ÿ“š 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 OpenAIโ€™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 #AIInnovation

๐Ÿค–๐Ÿง  Build a Large Language Model From Scratch: A Step-by-Step Guide to Understanding and Creating LLMs ๐Ÿ—“๏ธ 08 Oct 2025 ๐Ÿ“š AI
๐Ÿค–๐Ÿง  Build a Large Language Model From Scratch: A Step-by-Step Guide to Understanding and Creating LLMs ๐Ÿ—“๏ธ 08 Oct 2025 ๐Ÿ“š 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 todayโ€™s AI landscape. However, for most developers and learners, the inner workings of these systems remain a mystery until now. ... #LargeLanguageModels #LLM #ArtificialIntelligence #DeepLearning #MachineLearning #AIGuides

Repost from Machine Learning
๐Ÿ“Œ Understanding Positional Embeddings in Transformers: From Absolute to Rotary ๐Ÿ—‚ Category: DEEP LEARNING ๐Ÿ•’ Date: 2024-07-2
๐Ÿ“Œ Understanding Positional Embeddings in Transformers: From Absolute to Rotary ๐Ÿ—‚ Category: DEEP LEARNING ๐Ÿ•’ Date: 2024-07-20 | โฑ๏ธ Read time: 19 min read A deep dive into absolute, relative, and rotary positional embeddings with code examples

๐Ÿค–๐Ÿง  The Little Book of Deep Learning โ€“ A Complete Summary and Chapter-Wise Overview ๐Ÿ—“๏ธ 08 Oct 2025 ๐Ÿ“š AI News & Trends In t
๐Ÿค–๐Ÿง  The Little Book of Deep Learning โ€“ A Complete Summary and Chapter-Wise Overview ๐Ÿ—“๏ธ 08 Oct 2025 ๐Ÿ“š 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, โ€œThe Little Book of Deep Learningโ€ by Franรงois Fleuret is a gem. This ... #DeepLearning #ArtificialIntelligence #MachineLearning #NeuralNetworks #AIGuides # FrancoisFleuret

๐Ÿค–๐Ÿง  DeepEval: The Ultimate LLM Evaluation Framework for AI Developers ๐Ÿ—“๏ธ 07 Oct 2025 ๐Ÿ“š AI News & Trends In todayโ€™s AI-driv
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๐Ÿค–๐Ÿง  15+ Gemini AI Photo Editing Prompts for Boys: Create Stunning Styles & Expressions in 2025 ๐Ÿ—“๏ธ 11 Oct 2025 ๐Ÿ“š AI News &
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๐Ÿค–๐Ÿง  ROMA: The Ultimate AI Framework That Lets You Build High-Performance Agents in Minutes ๐Ÿ—“๏ธ 11 Oct 2025 ๐Ÿ“š AI News & Tren
๐Ÿค–๐Ÿง  ROMA: The Ultimate AI Framework That Lets You Build High-Performance Agents in Minutes ๐Ÿ—“๏ธ 11 Oct 2025 ๐Ÿ“š 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 ROMAโ€™s architecture, technical capabilities, practical ... #AI #MachineLearning #MultiAgentSystems #ArtificialIntelligence #HighPerformance #ROMA

๐Ÿค–๐Ÿง  Cognee: Powerful Memory for AI Agents in Just 6 Lines of Code ๐Ÿ—“๏ธ 07 Oct 2025 ๐Ÿ“š AI News & Trends Artificial Intelligenc
๐Ÿค–๐Ÿง  Cognee: Powerful Memory for AI Agents in Just 6 Lines of Code ๐Ÿ—“๏ธ 07 Oct 2025 ๐Ÿ“š 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. Thatโ€™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

๐Ÿค–๐Ÿง  The Little Book of Deep Learning โ€“ A Complete Summary and Chapter-Wise Overview ๐Ÿ—“๏ธ 08 Oct 2025 ๐Ÿ“š AI News & Trends In t
๐Ÿค–๐Ÿง  The Little Book of Deep Learning โ€“ A Complete Summary and Chapter-Wise Overview ๐Ÿ—“๏ธ 08 Oct 2025 ๐Ÿ“š 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, โ€œThe Little Book of Deep Learningโ€ by Franรงois Fleuret is a gem. This ... #DeepLearning #ArtificialIntelligence #MachineLearning #NeuralNetworks #AIBooks #FranรงoisFleuret

๐Ÿค–๐Ÿง  DeepEval: The Ultimate LLM Evaluation Framework for AI Developers ๐Ÿ—“๏ธ 07 Oct 2025 ๐Ÿ“š AI News & Trends In todayโ€™s AI-driv
๐Ÿค–๐Ÿง  DeepEval: The Ultimate LLM Evaluation Framework for AI Developers ๐Ÿ—“๏ธ 07 Oct 2025 ๐Ÿ“š AI News & Trends In todayโ€™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

๐Ÿค–๐Ÿง  Paper2Agent: Revolutionizing Research Papers into Powerful Interactive AI Agents ๐Ÿ—“๏ธ 07 Oct 2025 ๐Ÿ“š AI News & Trends In
๐Ÿค–๐Ÿง  Paper2Agent: Revolutionizing Research Papers into Powerful Interactive AI Agents ๐Ÿ—“๏ธ 07 Oct 2025 ๐Ÿ“š 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