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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

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📈 Telegram kanali Machine Learning analitikasi

Machine Learning (@machinelearning9) Ingliz til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 40 323 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 3 332-o'rinni va Suriya mintaqasida 225-o'rinni egallagan.

📊 Auditoriya ko‘rsatkichlari va dinamika

невідомо sanasidan buyon loyiha tez o‘sib, 40 323 obunachiga ega bo‘ldi.

09 Iyul, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 378 ga, so‘nggi 24 soatda esa 30 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.

  • Tasdiqlash holati: Tasdiqlanmagan
  • Jalb etish (ER): Auditoriya o‘rtacha 2.23% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 1.95% ini tashkil etuvchi reaksiyalarni to‘playdi.
  • Post qamrovi: Har bir post o‘rtacha 897 marta ko‘riladi; birinchi sutkada odatda 788 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 10 Iyul, 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.

40 323
Obunachilar
+3024 soatlar
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+37830 kunlar
Postlar arxiv
📌 5 Essential Tips Learned from My Data Science Journey 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-02 | ⏱️ Read time: 7 min
📌 5 Essential Tips Learned from My Data Science Journey 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-02 | ⏱️ Read time: 7 min read Personal reflections on my 10-year data odyssey

📌 Awesome Plotly with code series (Part 9): To dot, to slope or to stack? 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-02 | ⏱️
📌 Awesome Plotly with code series (Part 9): To dot, to slope or to stack? 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-02 | ⏱️ Read time: 14 min read Simple methods to replace cluttered bar charts with crisp, reader-friendly visuals.

📌 Supercharge Your RAG with Multi-Agent Self-RAG 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-02-05 | ⏱️ Read time: 15 m
📌 Supercharge Your RAG with Multi-Agent Self-RAG 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-02-05 | ⏱️ Read time: 15 min read Introduction Many of us might have tried to build a RAG application and noticed it…

📌 Training Large Language Models: From TRPO to GRPO 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-02-05 | ⏱️ Read time: 1
📌 Training Large Language Models: From TRPO to GRPO 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-02-05 | ⏱️ Read time: 10 min read DeepSeek has recently made quite a buzz in the AI community, thanks to its impressive…

📌 Myths vs. Data: Does an Apple a Day Keep the Doctor Away? 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-05 | ⏱️ Read time: 10
📌 Myths vs. Data: Does an Apple a Day Keep the Doctor Away? 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-05 | ⏱️ Read time: 10 min read Introduction “Money can’t buy happiness.” “You can’t judge a book by its cover.” “An apple…

📌 A Visual Guide to How Diffusion Models Work 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-02-06 | ⏱️ Read time: 26 min read
📌 A Visual Guide to How Diffusion Models Work 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-02-06 | ⏱️ Read time: 26 min read This article is aimed at those who want to understand exactly how diffusion models work,…

📌 Deep Dive into WebSockets and Their Role in Client-Server Communication 🗂 Category: 🕒 Date: 2025-02-03 | ⏱️ Read time: 9
📌 Deep Dive into WebSockets and Their Role in Client-Server Communication 🗂 Category: 🕒 Date: 2025-02-03 | ⏱️ Read time: 9 min read How WebSockets work, its tradeoffs, and how to design a real time messaging app

📌 How to Find Seasonality Patterns in Time Series 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read U
📌 How to Find Seasonality Patterns in Time Series 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read Using Fourier Transform to detect seasonal components

📌 How to Get Promoted as a Data Scientist 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read Advice fr
📌 How to Get Promoted as a Data Scientist 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read Advice from a Lead Data Scientist with 2 promotions in under 2 years

📌 Neural Networks – Intuitively and Exhaustively Explained 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 28
📌 Neural Networks – Intuitively and Exhaustively Explained 🗂 Category: DATA SCIENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 28 min read An in-depth exploration of the most fundamental architecture in modern AI.

📌 Show and Tell 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 18 min read Implementing one of the
📌 Show and Tell 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-02-03 | ⏱️ Read time: 18 min read Implementing one of the earliest neural image caption generator models with PyTorch.

📌 Towards Data Science is Launching as an Independent Publication 🗂 Category: 🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min rea
📌 Towards Data Science is Launching as an Independent Publication 🗂 Category: 🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read Since founding Towards Data Science in 2016, we’ve built the largest publication on Medium with…

📌 ML Feature Management: A Practical Evolution Guide 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-02-04 | ⏱️ Read time: 5 min
📌 ML Feature Management: A Practical Evolution Guide 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-02-04 | ⏱️ Read time: 5 min read In the world of machine learning, we obsess over model architectures, training pipelines, and hyper-parameter…

“No one ever told me the secret to waking up UNSTOPPABLE—until I found this…” Want to know the 2 habits that turned average m
“No one ever told me the secret to waking up UNSTOPPABLE—until I found this…” Want to know the 2 habits that turned average minds into legends? Don’t make the mistake I did—miss out. Here’s what changed everything #إعلان InsideAds

📌 From Resume to Cover Letter Using AI and LLM, with Python and Streamlit 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-0
📌 From Resume to Cover Letter Using AI and LLM, with Python and Streamlit 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-02-05 | ⏱️ Read time: 16 min read DISCLAIMER: The idea of doing Cover Letter or even Resume with AI does not obviously…

📌 Supercharge Your RAG with Multi-Agent Self-RAG 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-02-05 | ⏱️ Read time: 15 m
📌 Supercharge Your RAG with Multi-Agent Self-RAG 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-02-05 | ⏱️ Read time: 15 min read Introduction Many of us might have tried to build a RAG application and noticed it…

Why does your favorite wine taste like vanilla, chocolate, or even spice? Unlock the secret world of winemaking with Simply W
Why does your favorite wine taste like vanilla, chocolate, or even spice? Unlock the secret world of winemaking with Simply Wine | Great Wine Lover — where passionate sippers discover what’s really in their glass. Explore honest reviews, rare finds, and winemaker secrets, all served in simple language. Ready to taste wine with new eyes? Dive in now for a fresh glass of insight! #إعلان InsideAds

Want to find a book that’ll change your mindset? Every day, we share honest reviews and powerful book tips so you never waste
Want to find a book that’ll change your mindset? Every day, we share honest reviews and powerful book tips so you never waste time on the wrong read. Ready to uncover your next favorite read before anyone else? Join Books Reviewer now for your daily shortcut to inspiration. #إعلان InsideAds

+229.7% profit on ONE trade? Nobody believed me until I saw it myself. “This can’t be real…” But the numbers don’t lie. Elite
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Why does a glass of Chardonnay taste so creamy, while another feels crisp and fresh? Unlock the secrets behind wine’s flavors
Why does a glass of Chardonnay taste so creamy, while another feels crisp and fresh? Unlock the secrets behind wine’s flavors and explore hidden gems, honest reviews, and fascinating wine stories—without snobbery. Ready to sip smarter and enjoy wine on a whole new level? Find out what you’ve been missing right here — join Simply Wine | Great Wine Lover now! #إعلان InsideAds