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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Red:📈 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 68 505 suscriptores, ocupando la posición 2 398 en la categoría Educación y el puesto 4 584 en la región India.
📊 Métricas de audiencia y dinámica
Desde su creación el невідомо, el proyecto ha mostrado un crecimiento acelerado, reuniendo a 68 505 suscriptores.
Según los últimos datos del 30 octubre, 2026, el canal mantiene una actividad estable. En los últimos 30 días la variación de miembros fue de 44, y en las últimas 24 horas de -15, conservando un alto alcance.
- Estado de verificación: No verificado
- Tasa de interacción (ER): El promedio de interacción de la audiencia es 3.96%. Durante las primeras 24 horas tras publicar, el contenido suele obtener 1.47% de reacciones respecto al total de suscriptores.
- Alcance de las publicaciones: Cada publicación recibe en promedio 2 712 visualizaciones. En el primer día suele acumular 1 004 visualizaciones.
- Reacciones e interacción: La audiencia responde de forma activa: el promedio de reacciones por publicación es 9.
- 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 31 octubre, 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.
68 505
Suscriptores
-1524 horas
-1027 días
+4430 días
Archivo de publicaciones
🤖🧠 Generative AI for Beginners: A Complete Guide to Microsoft’s Free Course
🗓️ 09 Nov 2025
📚 AI News & Trends
Generative AI has rapidly shifted from an emerging technology to a foundation of modern digital innovation. From automated writing assistants and AI chatbots to image generators and intelligent search engines, generative AI is transforming industries and shaping the future of work. Whether you are a student, a budding developer or a technology enthusiast, learning generative ...
#GenerativeAI #BeginnersGuide #MicrosoftAI #FreeCourse #AIEducation #DigitalInnovation
🤖🧠 Open WebUI: The Most Powerful Self-Hosted AI Platform for Local and Private LLMs
🗓️ 09 Nov 2025
📚 AI News & Trends
In the rapidly evolving landscape of artificial intelligence, the ability to run large language models securely and efficiently has become a major priority for developers, enterprises and privacy-focused users. While cloud-based AI services are convenient, they rely heavily on remote servers, internet access and third-party control. This is where Open WebUI stands out as a ...
#OpenWebUI #SelfHostedAI #PrivateLLMs #LocalAI #AISecurity #OpenSourcePlatform
🤖🧠 Dify: A Powerful #1 Production-Ready Platform for Building Advanced LLM Applications
🗓️ 08 Nov 2025
📚 AI News & Trends
The rapid growth of AI has made large language models (LLMs) an essential component for automation, content creation, data intelligence and workflow optimization. But moving AI concepts from prototype to production has traditionally required significant engineering effort, infrastructure planning and model-orchestration expertise. Dify changes that entirely. Dify is an open-source platform designed to help developers, ...
#Dify #LLMApplications #ProductionReady #AIPower #LargeLanguageModels #OpenSourcePlatform
🤖🧠 LMCache: Accelerating LLM Inference With Next-Generation KV Cache Technology
🗓️ 08 Nov 2025
📚 AI News & Trends
As large language models (LLMs) continue to scale in size and complexity, organizations face an increasingly critical challenge: serving models efficiently in real-world applications. While LLM capabilities are rapidly evolving, the bottleneck of inference performance remains a major limitation especially when dealing with long-context workloads or high-traffic enterprise environments. This is where LMCache steps in. ...
#LMCache #LLMInference #KVCache #LargeLanguageModels #AIAcceleration #NextGenTechnology
🤖🧠 Chandra OCR: The Future of Document Understanding and Layout-Aware Text Extraction
🗓️ 08 Nov 2025
📚 AI News & Trends
Optical Character Recognition (OCR) has evolved far beyond simply converting scanned text into digital characters. With the rise of artificial intelligence and large language models, the industry is shifting toward intelligent document understanding where structure, context and visual elements matter as much as the text itself. In this landscape, Chandra emerges as a breakthrough solution. ...
#ChandraOCR #DocumentUnderstanding #LayoutAwareText #OpticalCharacterRecognition #AIDocumentProcessing #IntelligentOCR
🤖🧠 Pixeltable: The Future of Declarative Data Infrastructure for Multimodal AI Workloads
🗓️ 08 Nov 2025
📚 AI News & Trends
In the rapidly evolving AI landscape, building intelligent applications is no longer just about having powerful models. The real challenge lies in handling complex data pipelines, integrating multiple systems and scaling multimodal workloads efficiently. Traditional AI app development stacks involve databases, vector stores, ETL pipelines, model serving layers, orchestration tools, caching systems and lineage tracking ...
#Pixeltable #DeclarativeDataInfrastructure #MultimodalAI #AIDevelopment #DataPipelines #AIWorkloads
🤖🧠 Meilisearch: The Lightning-Fast, AI-Ready Search Engine for Modern Applications
🗓️ 08 Nov 2025
📚 AI News & Trends
Search is no longer a luxury feature. Today’s users expect instant, relevant results across e-commerce platforms, SaaS tools, media libraries and knowledge systems. With AI-powered experiences becoming the new standard, developers need search infrastructure that is fast, flexible, developer-friendly and ready for hybrid semantic search. This is where Meilisearch stands out. Meilisearch is an open-source, ...
#Meilisearch #AIReadySearch #LightningFast #SearchEngine #ModernApplications #OpenSource
🤖🧠 Kimi Linear: The Future of Efficient Attention in Large Language Models
🗓️ 08 Nov 2025
📚 AI News & Trends
The rapid evolution of large language models (LLMs) has unlocked new capabilities in natural language understanding, reasoning, coding and multimodal tasks. However, as models grow more advanced, one major challenge persists: computational efficiency. Traditional full-attention architectures struggle to scale efficiently, especially when handling long context windows and real-time inference workloads. The increasing demand for agent-like ...
#KimiLinear #EfficientAttention #LargeLanguageModels #LLM #ComputationalEfficiency #AIInnovation
🤖🧠 FIBO: The First JSON-Native, Open-Source Text-to-Image Model Built for Real-World Control and Accuracy
🗓️ 07 Nov 2025
📚 AI News & Trends
The world of generative AI has evolved rapidly with text-to-image tools enabling creators, marketers, designers and enterprises to bring ideas to life with unprecedented ease. However, most existing models have a clear limitation: they prioritize imagination at the cost of control. Whether producing inconsistent styles, unpredictable lighting or drifting away from user prompts, traditional models ...
#FIBO #TextToImage #GenerativeAI #OpenSource #JSONNative #RealWorldControl
🤖🧠 olmOCR: Redefining Document Understanding with Vision-Language Models
🗓️ 07 Nov 2025
📚 AI News & Trends
The digital era has seen an explosion in the amount of information stored in PDFs, scanned documents and image-based files. From research papers and corporate reports to handwritten notes and invoices, these unstructured sources hold trillions of valuable data points. Yet, extracting and converting this data into structured, machine-readable text has long been a challenge. ...
#olmOCR #DocumentUnderstanding #VisionLanguageModels #AIInnovation #UnstructuredData #DigitalTransformation
🤖🧠 DeepSeek-V3: Pioneering Large-Scale AI Efficiency and Open Innovation
🗓️ 07 Nov 2025
📚 AI News & Trends
The field of artificial intelligence has entered a transformative phase – one defined by scale, specialization and accessibility. As the demand for larger and more capable language models grows, the challenge lies not only in achieving state-of-the-art performance but also in doing so efficiently and sustainably. DeepSeek-AI’s latest release, DeepSeek-V3 redefines what is possible at ...
#DeepSeekV3 #AIInnovation #LargeScaleAI #OpenInnovation #ArtificialIntelligence #AIEfficiency
🏆 Unlock Data Analysis: 150 Tips, Practical Code
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🏆 150 Python Clean Code Essentials
📢 Elevate your Python skills! Discover 150 essential Clean Code principles for writing readable, understandable, and maintainable code.
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By: @CodeProgrammer ✨
Repost from Learn Python Coding
🏆 Mastering Python Clean Code: 150 Key Principles
📢 Elevate your Python skills! Dive into 150 Clean Code principles to write truly readable and maintainable code for any project.
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🤖🧠 Krea Realtime 14B: Redefining Real-Time Video Generation with AI
🗓️ 05 Nov 2025
📚 AI News & Trends
The field of artificial intelligence is undergoing a remarkable transformation and one of the most exciting developments is the rise of real-time video generation. From cinematic visual effects to immersive virtual environments, AI is rapidly blurring the boundaries between imagination and reality. At the forefront of this innovation stands Krea Realtime 14B, an advanced open-source ...
#AI #RealTimeVideo #ArtificialIntelligence #OpenSource #VideoGeneration #KreaRealtime14B
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🏆 Top 25 Python Clean Code Practices
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By: @CodeProgrammer ✨
