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

Red:Machine Learning with Python India5 047 Educación2 412...

📈 Análisis del canal de Telegram Machine Learning with Python

El canal Machine Learning with Python (@codeprogrammer) en el segmento lingüístico de Inglés es un actor destacado. Actualmente la comunidad reúne a 67 810 suscriptores, ocupando la posición 2 412 en la categoría Educación y el puesto 5 047 en la región India.

📊 Métricas de audiencia y dinámica

Desde su creación el невідомо, el proyecto ha mostrado un crecimiento acelerado, reuniendo a 67 810 suscriptores.

Según los últimos datos del 08 junio, 2026, el canal mantiene una actividad estable. En los últimos 30 días la variación de miembros fue de 50, y en las últimas 24 horas de -5, conservando un alto alcance.

Estado de verificación: No verificado
Tasa de interacción (ER): El promedio de interacción de la audiencia es 2.79%. Durante las primeras 24 horas tras publicar, el contenido suele obtener 2.60% de reacciones respecto al total de suscriptores.
Alcance de las publicaciones: Cada publicación recibe en promedio 1 895 visualizaciones. En el primer día suele acumular 1 764 visualizaciones.
Reacciones e interacción: La audiencia responde de forma activa: el promedio de reacciones por publicación es 7.
Intereses temáticos: El contenido se centra en temas clave como insidead, learning, degree, evaluation, algorithm.

📝 Descripción y política de contenido

El autor describe el recurso como un espacio para expresar opiniones subjetivas:
“Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho”

Gracias a la alta frecuencia de actualizaciones (últimos datos recibidos el 09 junio, 2026), el canal mantiene la vigencia y un amplio alcance. La analítica demuestra que la audiencia interactúa activamente con el contenido, lo que lo convierte en un punto de referencia dentro de la categoría Educación.

67 810

Suscriptores

-524 horas

+227 días

+5030 días

1 895

Visitas de la publicación

~ 1 76424 horas

~ 2 39848 horas

2.79%

Tasa de compromiso

~ 4

Mensajes por día

Ads index

beta

Archivo de publicaciones

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💠 The Best Tool for Extracting Data from PDF Files! 👩🏻‍💻 Usually, PDF files like financial reports, scientific articles, or data analyses are full of tables, formulas, and complex texts. ⬅️ Most tools only extract texts and destroy the data structure, causing important information to be lost. ✅ 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. ⭕ The interesting point is that with just three lines of Python code, you can convert any PDF into searchable data! ┌ 🥵 Docling ├ 🔎 Article ├ 📄 Documentation └ 🐱 GitHub-Repos 🌐 #Data_Science #DataScience ➖➖➖➖➖➖➖➖➖➖➖➖

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Repost from Machine Learning

📌 Learn Transformer Fine-Tuning and Segment Anything 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-06-30 | ⏱️ Read time: 13 min read Train Meta’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 — not hype. Don’t let the market chaos eat your portfolio — join our private channel now before the next move starts. Your edge is just one click away. #ad InsideAds

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🤖🧠 15+ Gemini AI Photo Editing Prompts for Boys: Create Stunning Styles & Expressions in 2025 🗓️ 11 Oct 2025 📚 AI News & Trends Are you looking to take your portraits to the next level? With Gemini AI Photo Editing Prompts, boys can now turn ordinary photos into ultra-realistic, cinematic or high-fashion images effortlessly. These prompts are specifically designed to work with uploaded images, allowing you to enhance your existing photos while keeping the subject intact. Whether you’re curating ... #GeminiAI #PhotoEditing #AIPrompts #PortraitPhotography #AIImageGeneration #BoysFashion

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🤖🧠 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 ... #ROMA #AIFramework #MultiAgentSystems #ArtificialIntelligence #HighPerformanceAI #AgentBasedAI

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🤖🧠 How oLLM Makes Large-Context AI Models Run Smoothly on 8GB GPUs 🗓️ 11 Oct 2025 📚 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

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🤖🧠 Gamma PPT AI : Unlock Presentations in Minutes 🗓️ 10 Oct 2025 📚 AI News & Trends In today’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. That’s where Gamma PPT AI comes in. It’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

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🤖🧠 PyMuPDF: The Ultimate Python Library for High-Performance PDF Processing 🗓️ 09 Oct 2025 📚 AI News & Trends If you’re a Python developer working with PDF documents whether it’s for text extraction, data analysis conversion or annotation then you’ve likely encountered the limitations of traditional tools. That’s where PyMuPDF also known as fitz, shines. It’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

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🤖🧠 Ling-1T by inclusionAI: The Future of Smarter, Faster and More Efficient AI Models 🗓️ 09 Oct 2025 📚 AI News & Trends Artificial Intelligence is evolving at lightning speed and inclusionAI’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

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🤖🧠 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 #AIInnovation

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🤖🧠 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. ... #LargeLanguageModels #LLM #ArtificialIntelligence #DeepLearning #MachineLearning #AIGuides

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Repost from Machine Learning

📌 Understanding Positional Embeddings in Transformers: From Absolute to Rotary 🗂 Category: DEEP LEARNING 🕒 Date: 2024-07-20 | ⏱️ Read time: 19 min read A deep dive into absolute, relative, and rotary positional embeddings with code examples

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🤖🧠 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 #AIGuides # FrancoisFleuret

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🤖🧠 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 ... #DeepEval #LLM #AIDevelopment #LanguageModels #ModelEvaluation #ArtificialIntelligence

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🤖🧠 15+ Gemini AI Photo Editing Prompts for Boys: Create Stunning Styles & Expressions in 2025 🗓️ 11 Oct 2025 📚 AI News & Trends Are you looking to take your portraits to the next level? With Gemini AI Photo Editing Prompts, boys can now turn ordinary photos into ultra-realistic, cinematic or high-fashion images effortlessly. These prompts are specifically designed to work with uploaded images, allowing you to enhance your existing photos while keeping the subject intact. Whether you’re curating ... #GeminiAI #PhotoEditing #PortraitPhotography #AIart #BoysFashion #2025Trends

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🤖🧠 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

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🤖🧠 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

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🤖🧠 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

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🤖🧠 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