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Machine Learning

Machine Learning

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Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho

Ko'proq ko'rsatish

📈 Telegram kanali Machine Learning analitikasi

Machine Learning (@machinelearning9) Ingliz til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 40 039 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 3 406-o'rinni va Suriya mintaqasida 232-o'rinni egallagan.

📊 Auditoriya ko‘rsatkichlari va dinamika

невідомо sanasidan buyon loyiha tez o‘sib, 40 039 obunachiga ega bo‘ldi.

21 Iyun, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 398 ga, so‘nggi 24 soatda esa -1 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.

  • Tasdiqlash holati: Tasdiqlanmagan
  • Jalb etish (ER): Auditoriya o‘rtacha 2.30% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 1.15% ini tashkil etuvchi reaksiyalarni to‘playdi.
  • Post qamrovi: Har bir post o‘rtacha 920 marta ko‘riladi; birinchi sutkada odatda 461 ta ko‘rish yig‘iladi.
  • Reaksiyalar va o‘zaro ta’sir: Auditoriya faol: har bir postga o‘rtacha 3 ta reaksiya keladi.
  • Tematik yo‘nalishlar: Kontent distance, insidead, gpu, learning, degree kabi asosiy mavzularga jamlangan.

📝 Tavsif va kontent siyosati

Muallif resursni shaxsiy fikrni ifoda etish maydoni sifatida ta’riflaydi:
Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho

Yuqori yangilanish chastotasi (oxirgi ma’lumot 22 Iyun, 2026 da olingan) sababli kanal doimo dolzarb va katta qamrovli bo‘lib qoladi. Analitika auditoriya kontent bilan faol hamkorlik qilishini, uni Texnologiyalar & Aralashmalar toifasidagi muhim ta’sir nuqtasiga aylantirishini ko‘rsatadi.

40 039
Obunachilar
-124 soatlar
+467 kunlar
+39830 kunlar
Postlar arxiv
Transformer implementations for vision, audio, and AI agents Repo: https://github.com/Nicolepcx/transformers-the-definitive-g
Transformer implementations for vision, audio, and AI agents Repo: https://github.com/Nicolepcx/transformers-the-definitive-guide

Unlock the inside scoop on Kenya’s trends! Stop right there! Did you know that Kenya’s entertainment scene is on fire? 🔥 Her
Unlock the inside scoop on Kenya’s trends! Stop right there! Did you know that Kenya’s entertainment scene is on fire? 🔥 Here’s how you can keep your finger on the pulse: - Explore the hottest gossip: Discover what’s buzzing with your favorite celebs and artists. 🎤✨ - Be in the loop: Check out what’s trending in music and drama right now. Trust me, you don’t want to miss this! - Stay safe online: Find out what Kenya’s pushing for to keep social media clean and safe. Dive deeper into these updates and keep having a blast with your friends! 👉 Get the latest vibes #ad 📢 InsideAd

Unlock Your Next Manhwa Adventure Did you know 72% of readers miss the latest episodes? Stay ahead with You Are My World! - D
Unlock Your Next Manhwa Adventure Did you know 72% of readers miss the latest episodes? Stay ahead with You Are My World! - Dive into gripping stories with every chapter. - Join a passionate community of fans. - Access exclusive content not found anywhere else. - Share your thoughts and insights on plot twists. Don’t let FOMO haunt you-enhance your reading experience today! 👉 Explore Chapters Now #ad 📢 InsideAd

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What if I told you Reel Scoop NG has the hottest movie gossip? 🎬🔥 I’ve been digging around so you don’t have to, and trust
What if I told you Reel Scoop NG has the hottest movie gossip? 🎬🔥 I’ve been digging around so you don’t have to, and trust me, you wanna be in on this! - Fresh memes that make Nollywood and Hollywood gossip entertaining 😂 - Blockbuster trailers that’ll get you hyped! 🚀 - Real scoops from the cinema world, wrapped in culture vibes 🌍 - Hot takes that’ll spark some lively chats! 💬 Don’t miss out on the latest buzz; it’s all here, no fluff guaranteed. Join the fun and see what everyone is talking about! 👉 Get the scoop now! #ad 📢 InsideAd

Found an easy way to learn math for ML: Mathematics for Machine Learning 🎓📚 This is a curated collection on GitHub, including books, research papers, video lectures, and basic materials on math for studying and reviewing the mathematical foundations of machine learning. 📖📊 It helps build a stronger knowledge base by bringing together trusted resources around topics that machine learning engineers constantly encounter: linear algebra, mathematical analysis, probability theory, statistics, information theory, matrix calculus, and deep learning mathematics. 🧮🤖 Free public repository on GitHub. 💻✨ https://github.com/dair-ai/Mathematics-for-ML #MachineLearning #Mathematics #DataScience #Learning #GitHub #AI

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Repost from Data Analytics
Pandas vs Polars vs DuckDB: Which Library Should You Choose? 🤔📊 pandas remains the default choice for notebooks, explorator
Pandas vs Polars vs DuckDB: Which Library Should You Choose? 🤔📊 pandas remains the default choice for notebooks, exploratory analysis, visualization, and machine learning workflows 📝📈. Polars focus on fast, memory-efficient DataFrame processing ⚡💾, while DuckDB brings a SQL-first approach for querying local files and embedded analytics 🗄️🔍. Each tool fits a different kind of local data workflow 🛠️. In this article, we compare pandas, Polars, and DuckDB across performance, architecture, interoperability, and real-world use cases 🏆🔗. More: https://www.analyticsvidhya.com/blog/2026/05/pandas-vs-polars-vs-duckdb/ 🔗 #DataScience #Pandas #Polars #DuckDB #Python #Analytics

Interfaith Christian channel. Daily Bible verses for reflection. Join us! #ad 📢 InsideAd
Interfaith Christian channel. Daily Bible verses for reflection. Join us! #ad 📢 InsideAd

🔥 Awesome open-source project to learn more about Transformer Models! 🤖✨ We found this interactive website that shows you v
🔥 Awesome open-source project to learn more about Transformer Models! 🤖✨ We found this interactive website that shows you visually how transformer models work. 🌐📊 Transformer Explainer: https://poloclub.github.io/transformer-explainer/ #TransformerModels #OpenSource #AI #MachineLearning #DataScience #Tech

Interfaith Christian channel. Daily Bible verses for reflection. Join us! #ad 📢 InsideAd
Interfaith Christian channel. Daily Bible verses for reflection. Join us! #ad 📢 InsideAd

🚀 Master Binary Classification with Neural Networks! 🧠✨ Ever wondered how to build a neural network from scratch in Python
🚀 Master Binary Classification with Neural Networks! 🧠✨ Ever wondered how to build a neural network from scratch in Python using NumPy? 🐍📊 Binary classification is at the heart of many machine learning applications. 🎯🤖 Our super-detailed guide walks you through the entire process step by step. 📝📚 💡 Dive in and start building your own neural network today! 🏗🔥 https://lnkd.in/e4CydTtB #MachineLearning #NeuralNetworks #Python #DataScience #AI #Tech

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Did you know… Run a 1‑minute BTC call/put ⚡🚀🔥 Paradox: the “hard” part isn’t charts - it’s speed. ONE MOVE DECIDES. 💥📈 On
Did you know… Run a 1‑minute BTC call/put ⚡🚀🔥 Paradox: the “hard” part isn’t charts - it’s speed. ONE MOVE DECIDES. 💥📈 On SwaggyX SPEED you pick UP or DOWN for the next 60s, and the result is instant - on-chain + no KYC. Try it inside SwaggyX SPEED mode 🔥💰🧠 ➡️ Start your next 60‑second prediction #ad 📢 InsideAd

👣 Rust Interview Deep Dive 🦀🔍 A repository for systematic preparation for Rust interviews at the middle, senior, and staff levels. 💼📚 Inside 100 real questions from interviews in product and infrastructure companies, detailed analyses with code examples and scenarios of tasks that occur in production. 💻🏗️ Not "guess the program's output", but the mechanics on which real services are built. 🛠️🚀 Here are lock-free structures, self-referential types in async, FFI with tensor libraries, correct Send on guards via await, memory ordering under loom, soundness of custom collections. 🔒⚡ And it all starts with the basics. Ownership, borrowing, lifetimes. 🧱🔄 Those who want can start from scratch or at the staff level. 🚶‍♂️👨‍💻 https://github.com/Develp10/rustinterviewquiestions 🔗 #Rust #Programming #InterviewPrep #SoftwareEngineering #SystemsProgramming #CareerGrowth