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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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πŸ“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 68 497 subscribers, ranking 2 398 in the Education category and 4 584 in the India region.

πŸ“Š Audience metrics and dynamics

Since its creation on Π½Π΅Π²Ρ–Π΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 68 497 subscribers.

According to the latest data from 30 October, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 44 over the last 30 days and by -15 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 3.96%. Within the first 24 hours after publication, content typically collects 1.47% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 2 712 views. Within the first day, a publication typically gains 1 004 views.
  • Reactions and interaction: The audience actively supports content: the average number of reactions per post is 9.
  • Thematic interests: Content is focused on key topics such as insidead, learning, degree, evaluation, algorithm.

πŸ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
β€œLearn 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 October, 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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68 497
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+4430 days
Posts Archive
Question: What is type hinting in Python, and how does it enhance code quality? Answer: πŸ‘‰

πŸ€–πŸ§  Diffusion Transformers with Representation Autoencoders (RAE): The Next Leap in Generative AI πŸ—“οΈ 14 Oct 2025 πŸ“š AI News
πŸ€–πŸ§  Diffusion Transformers with Representation Autoencoders (RAE): The Next Leap in Generative AI πŸ—“οΈ 14 Oct 2025 πŸ“š AI News & Trends Diffusion Transformers (DiTs) have revolutionized image and video generation enabling stunningly realistic outputs in systems like Stable Diffusion and Imagen. However, despite innovations in transformer architectures and training methods, one crucial element of the diffusion pipeline has remained largely stagnant- the autoencoder that defines the latent space. Most current diffusion models still depend on Variational ... #DiffusionTransformers #RAE #GenerativeAI #StableDiffusion #Imagen #LatentSpace

πŸ€–πŸ§  LLaMAX2 by Nanjing University, HKU, CMU & Shanghai AI Lab: A Breakthrough in Translation-Enhanced Reasoning Models πŸ—“οΈ 1
πŸ€–πŸ§  LLaMAX2 by Nanjing University, HKU, CMU & Shanghai AI Lab: A Breakthrough in Translation-Enhanced Reasoning Models πŸ—“οΈ 14 Oct 2025 πŸ“š AI News & Trends The world of large language models (LLMs) has evolved rapidly, producing advanced systems capable of reasoning, problem-solving, and creative text generation. However, a persistent challenge has been balancing translation quality with reasoning ability. Most translation-enhanced models excel in linguistic diversity but falter in logical reasoning or coding tasks. Addressing this crucial gap, the research paper ... #LLaMAX2 #TranslationEnhanced #ReasoningModels #LargeLanguageModels #NanjingUniversity #HKU

πŸ€–πŸ§  Granite-Speech-3.3-8B: IBM’s Next-Gen Speech-Language Model for Enterprise AI πŸ—“οΈ 14 Oct 2025 πŸ“š AI News & Trends In the
πŸ€–πŸ§  Granite-Speech-3.3-8B: IBM’s Next-Gen Speech-Language Model for Enterprise AI πŸ—“οΈ 14 Oct 2025 πŸ“š AI News & Trends In the fast-growing field of speech and language AI, IBM continues to make strides with its Granite model family , a suite of open enterprise-grade AI models that combine accuracy, safety and efficiency. The latest addition to this ecosystem, Granite-Speech-3.3-8B marks a significant milestone in automatic speech recognition (ASR) and speech translation (AST) technology. Released ... #SpeechAI #LanguageModel #EnterpriseAI #ASR #SpeechTranslation #GraniteModel

πŸ€–πŸ§  Thinking with Camera 2.0: A Powerful Multimodal Model for Camera-Centric Understanding and Generation πŸ—“οΈ 14 Oct 2025 πŸ“š
πŸ€–πŸ§  Thinking with Camera 2.0: A Powerful Multimodal Model for Camera-Centric Understanding and Generation πŸ—“οΈ 14 Oct 2025 πŸ“š AI News & Trends In the rapidly evolving field of multimodal AI, bridging gaps between vision, language and geometry is one of the frontier challenges. Traditional vision-language models excel at describing what is in an image β€œa cat on a sofa” β€œa red car on the road” but struggle to reason about how the image was captured: the camera’s ... #MultimodalAI #CameraCentricUnderstanding #VisionLanguageModels #AIResearch #ComputerVision #GenerativeModels

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πŸ“Œ Mastering Object Counting in Videos πŸ—‚ Category: πŸ•’ Date: 2024-06-25 | ⏱️ Read time: 8 min read Step-by-step guide to coun
πŸ“Œ Mastering Object Counting in Videos πŸ—‚ Category: πŸ•’ Date: 2024-06-25 | ⏱️ Read time: 8 min read Step-by-step guide to counting strolling ants on a tree using detection and tracking techniques.

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πŸ€–πŸ§  Jio AI Classroom: Learn Artificial Intelligence for Free with Jio Institute & JioPC App πŸ—“οΈ 13 Oct 2025 πŸ“š AI News & Trends Artificial Intelligence (AI) is redefining industries across the globe from healthcare to education, finance and beyond. But for millions of learners in India, access to high-quality AI education has often been limited by cost and technical barriers. Bridging this gap, Jio Institute in collaboration with JioPC App has launched a unique free online AI learning ... #JioAIClassroom #ArtificialIntelligence #FreeAIEducation #JioInstitute #JioPCApp #AILearning

πŸ€–πŸ§  Ultimate OpenTSLM: Stanford’s Open-Source Framework Bridging LLMs and Medical Time-Series Data πŸ—“οΈ 13 Oct 2025 πŸ“š AI New
πŸ€–πŸ§  Ultimate OpenTSLM: Stanford’s Open-Source Framework Bridging LLMs and Medical Time-Series Data πŸ—“οΈ 13 Oct 2025 πŸ“š AI News & Trends In recent years, artificial intelligence (AI) has made remarkable strides in transforming healthcare. From medical imaging to patient monitoring systems, AI-driven solutions are reshaping how clinicians diagnose, treat and manage diseases. One of the most promising developments in this space is the integration of large language models (LLMs) with time-series data, a combination that holds ... #OpenTSLM #LLMs #MedicalAI #TimeSeriesData #ArtificialIntelligence #OpenSourceFramework

πŸ”° Email automation using Python Why type emails when Python can do it for you? Work smarter, not harder... unless you’re deb
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Why type emails when Python can do it for you? Work smarter, not harder... unless you’re debugging. πŸ˜…πŸ’»

πŸ”₯ Trending Repository: Prompt-Engineering-Guide πŸ“ Description: πŸ™ Guides, papers, lecture, notebooks and resources for prompt engineering πŸ”— Repository URL: https://github.com/dair-ai/Prompt-Engineering-Guide 🌐 Website: https://www.promptingguide.ai/ πŸ“– Readme: https://github.com/dair-ai/Prompt-Engineering-Guide#readme πŸ“Š Statistics: 🌟 Stars: 63K stars πŸ‘€ Watchers: 668 🍴 Forks: 6.6K forks πŸ’» Programming Languages: MDX - Jupyter Notebook 🏷️ Related Topics:
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πŸ’  The Best Tool for Extracting Data from PDF Files! πŸ‘©πŸ»β€πŸ’» Usually, PDF files like financial reports, scientific articles,
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πŸ“Œ Learn Transformer Fine-Tuning and Segment Anything πŸ—‚ Category: MACHINE LEARNING πŸ•’ Date: 2024-06-30 | ⏱️ Read time: 13 mi
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Missed the latest BTC moves? While most traders got wiped out by $20B in liquidations, our private group quietly spotted hidd
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 β€” not hype. Don’t let the market chaos eat your portfolio β€” join our private channel now before the next move starts. Your edge is just one click away. #ad InsideAds

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

πŸ€–πŸ§  How oLLM Makes Large-Context AI Models Run Smoothly on 8GB GPUs πŸ—“οΈ 11 Oct 2025 πŸ“š AI News & Trends Artificial intellige
πŸ€–πŸ§  How oLLM Makes Large-Context AI Models Run Smoothly on 8GB GPUs πŸ—“οΈ 11 Oct 2025 πŸ“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

πŸ€–πŸ§  Gamma PPT AI : Unlock Presentations in Minutes πŸ—“οΈ 10 Oct 2025 πŸ“š AI News & Trends In today’s fast-paced world, creating
πŸ€–πŸ§  Gamma PPT AI : Unlock Presentations in Minutes πŸ—“οΈ 10 Oct 2025 πŸ“š 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

πŸ€–πŸ§  PyMuPDF: The Ultimate Python Library for High-Performance PDF Processing πŸ—“οΈ 09 Oct 2025 πŸ“š AI News & Trends If you’re a
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πŸ€–πŸ§  Ling-1T by inclusionAI: The Future of Smarter, Faster and More Efficient AI Models πŸ—“οΈ 09 Oct 2025 πŸ“š AI News & Trends A
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