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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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Machine Learning (@machinelearning9) Ingliz til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 40 265 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 3 343-o'rinni va Suriya mintaqasida 227-o'rinni egallagan.

📊 Auditoriya ko‘rsatkichlari va dinamika

невідомо sanasidan buyon loyiha tez o‘sib, 40 265 obunachiga ega bo‘ldi.

06 Iyul, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 336 ga, so‘nggi 24 soatda esa -4 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.

  • Tasdiqlash holati: Tasdiqlanmagan
  • Jalb etish (ER): Auditoriya o‘rtacha 2.25% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 1.88% ini tashkil etuvchi reaksiyalarni to‘playdi.
  • Post qamrovi: Har bir post o‘rtacha 906 marta ko‘riladi; birinchi sutkada odatda 758 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 07 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.

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Postlar arxiv
📌 The Multi-Armed Bandit Problem-A Beginner-Friendly Guide 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-23 | ⏱️ Read time: 6 m
📌 The Multi-Armed Bandit Problem-A Beginner-Friendly Guide 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-23 | ⏱️ Read time: 6 min read Understanding the exploitation-exploration trade-off with an example

📌 Advanced Prompt Engineering: Chain of Thought (CoT) 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2024-12-23 | ⏱️ Read time:
📌 Advanced Prompt Engineering: Chain of Thought (CoT) 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2024-12-23 | ⏱️ Read time: 26 min read Comparing different techniques for reasoning

📌 How to Clean Your Data for Your Real-Life Data Science Projects 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-23 | ⏱️ Read ti
📌 How to Clean Your Data for Your Real-Life Data Science Projects 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-23 | ⏱️ Read time: 7 min read How I treat missing values-with a quick Python Guide

📌 How to Tackle an Optimization Problem with Constraint Programming 🗂 Category: 🕒 Date: 2024-12-23 | ⏱️ Read time: 7 min r
📌 How to Tackle an Optimization Problem with Constraint Programming 🗂 Category: 🕒 Date: 2024-12-23 | ⏱️ Read time: 7 min read Case study: the travelling salesman problem

📌 Classifier-free guidance for LLMs performance enhancing 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-23 | ⏱️ Read time:
📌 Classifier-free guidance for LLMs performance enhancing 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-23 | ⏱️ Read time: 14 min read Check and improve classifier-free guidance for text generation large language models. While participating in NeurIPS…

📌 How Bias and Variance Affect Your Model 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-24 | ⏱️ Read time: 7 min read Learn the
📌 How Bias and Variance Affect Your Model 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-24 | ⏱️ Read time: 7 min read Learn the concepts and the practice. How a model behaves in each case.

📌 I’ve Done 80+ Data Science Interviews – Here’s What Works 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-24 | ⏱️ Read time: 7
📌 I’ve Done 80+ Data Science Interviews – Here’s What Works 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-24 | ⏱️ Read time: 7 min read 3 years of data science interview experience

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📌 Design Patterns with Python for Machine Learning Engineers: Template Method 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12
📌 Design Patterns with Python for Machine Learning Engineers: Template Method 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-24 | ⏱️ Read time: 4 min read Learn how to use the Template design pattern to enhance your code

📌 I’m Doing the Advent of Code 2024 in Python – Day 4 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-24 | ⏱️ Read time: 6 min re
📌 I’m Doing the Advent of Code 2024 in Python – Day 4 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-24 | ⏱️ Read time: 6 min read Let’s see how many stars we’ll collect.

📌 2024 Survival Guide for Machine Learning Engineer Interviews 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-24 | ⏱️ Read t
📌 2024 Survival Guide for Machine Learning Engineer Interviews 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-24 | ⏱️ Read time: 17 min read A year-end summary for junior-level MLE interview preparation

📌 Building a Custom AI Jira Agent 🗂 Category: 🕒 Date: 2024-12-25 | ⏱️ Read time: 23 min read How I used Google Mesop, Djan
📌 Building a Custom AI Jira Agent 🗂 Category: 🕒 Date: 2024-12-25 | ⏱️ Read time: 23 min read How I used Google Mesop, Django, LangChain Agents, CO-STAR & Chain-of-Thought prompting combined with the…

📌 Three Important Pandas Functions You Need to Know 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-25 | ⏱️ Read time: 6 min read
📌 Three Important Pandas Functions You Need to Know 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-25 | ⏱️ Read time: 6 min read Master these techniques to stand out as a Python developer

📌 Sensor Fusion – KITTI – ‘Lidar-based Obstacle Detection’ – Part-1 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-25 | ⏱️ R
📌 Sensor Fusion – KITTI – ‘Lidar-based Obstacle Detection’ – Part-1 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-25 | ⏱️ Read time: 24 min read Sensor fusion, multi-modal perception, autonomous vehicles – if these keywords pique your interest, this Medium…

📌 How to Become a Machine Learning Engineer (Step-by-Step) 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-09-15 | ⏱️ Read time:
📌 How to Become a Machine Learning Engineer (Step-by-Step) 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-09-15 | ⏱️ Read time: 12 min read Your one-stop guide to becoming a machine learning engineer

📌 Learn How to Use Transformers with HuggingFace and SpaCy 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-09-15 | ⏱️ Rea
📌 Learn How to Use Transformers with HuggingFace and SpaCy 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-09-15 | ⏱️ Read time: 7 min read Mastering NLP with spaCy: Part 4

📌 You Only Need 3 Things to Turn AI Experiments into AI Advantage 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-09-15 |
📌 You Only Need 3 Things to Turn AI Experiments into AI Advantage 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-09-15 | ⏱️ Read time: 7 min read Trapped in a purgatory of POCs enterprises need to focus and build just 3 pillars…

📌 Implementing the Coffee Machine Project in Python Using Object Oriented Programming 🗂 Category: PROGRAMMING 🕒 Date: 2025
📌 Implementing the Coffee Machine Project in Python Using Object Oriented Programming 🗂 Category: PROGRAMMING 🕒 Date: 2025-09-15 | ⏱️ Read time: 9 min read Understanding classes, objects, attributes, and methods

📌 A Visual Guide to Tuning Gradient Boosted Trees 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-15 | ⏱️ Read time: 10 min read
📌 A Visual Guide to Tuning Gradient Boosted Trees 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-15 | ⏱️ Read time: 10 min read Introduction My previous posts looked at the bog-standard decision tree and the wonder of a…

📌 Learning ML or Learning About Learning ML? 🗂 Category: DATA SCIENCE 🕒 Date: 2025-01-03 | ⏱️ Read time: 4 min read Pragma
📌 Learning ML or Learning About Learning ML? 🗂 Category: DATA SCIENCE 🕒 Date: 2025-01-03 | ⏱️ Read time: 4 min read Pragmatism versus (over-)planning