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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 40 191 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 3 381-o'rinni va Suriya mintaqasida 228-o'rinni egallagan.

📊 Auditoriya ko‘rsatkichlari va dinamika

невідомо sanasidan buyon loyiha tez o‘sib, 40 191 obunachiga ega bo‘ldi.

01 Iyul, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 355 ga, so‘nggi 24 soatda esa 21 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.

  • Tasdiqlash holati: Tasdiqlanmagan
  • Jalb etish (ER): Auditoriya o‘rtacha 2.04% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 2.12% ini tashkil etuvchi reaksiyalarni to‘playdi.
  • Post qamrovi: Har bir post o‘rtacha 818 marta ko‘riladi; birinchi sutkada odatda 851 ta ko‘rish yig‘iladi.
  • Reaksiyalar va o‘zaro ta’sir: Auditoriya faol: har bir postga o‘rtacha 2 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 02 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.

40 191
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Postlar arxiv
📌 Can Generative AI Lead to AI Collapse? 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-07-30 | ⏱️ Read time: 9 min read
📌 Can Generative AI Lead to AI Collapse? 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-07-30 | ⏱️ Read time: 9 min read AI eating its own tail: the risk of model collapse in generative systems

📌 Shortest Path Algorithms: How to Use Data to Navigate and Optimize 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-30 | ⏱️ Read
📌 Shortest Path Algorithms: How to Use Data to Navigate and Optimize 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-30 | ⏱️ Read time: 8 min read An Overview of Dijkstra’s Algorithm and Bellman-Ford Algorithm

📌 Spatial Index: R Trees 🗂 Category: DATABASE DESIGN 🕒 Date: 2024-07-30 | ⏱️ Read time: 11 min read Data-driven structures
📌 Spatial Index: R Trees 🗂 Category: DATABASE DESIGN 🕒 Date: 2024-07-30 | ⏱️ Read time: 11 min read Data-driven structures for spatial indexing If you have been following the Spatial Index Series, it…

📌 How To Log Databricks Workflows with the Elastic (ELK) Stack 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-07-30 | ⏱️ Read t
📌 How To Log Databricks Workflows with the Elastic (ELK) Stack 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-07-30 | ⏱️ Read time: 9 min read A practical example of setting up observability for a data pipeline using best practices from…

I discovered a way to boost my productivity by 300% in just one week — and it’s NOT what you think. “My friends didn’t believ
I discovered a way to boost my productivity by 300% in just one week — and it’s NOT what you think. “My friends didn’t believe me until I showed them the results.” Want to know the secret? It’s hidden right here. #ad InsideAds

📌 Case-Study: Multilingual LLM for Questionnaire Summarization 🗂 Category: 🕒 Date: 2024-07-30 | ⏱️ Read time: 12 min read
📌 Case-Study: Multilingual LLM for Questionnaire Summarization 🗂 Category: 🕒 Date: 2024-07-30 | ⏱️ Read time: 12 min read An LLM Approach to Summarizing Students’ Responses for course Questionnaires in Hebrew, Arabic and English

📌 Introduction to Reinforcement Learning and Solving the Multi-armed Bandit Problem 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒
📌 Introduction to Reinforcement Learning and Solving the Multi-armed Bandit Problem 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-07-30 | ⏱️ Read time: 13 min read Dissecting “Reinforcement Learning” by Richard S. Sutton with Custom Python Implementations, Episode I

📌 Python Poetry – The Best Data Science Dependency Management Tool? 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-30 | ⏱️ Read
📌 Python Poetry – The Best Data Science Dependency Management Tool? 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-30 | ⏱️ Read time: 8 min read Poetry makes deploying machine learning applications a breeze – learn how!

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Think you missed today’s BIGGEST gold trading move? Get instant, transparent signals for GOLD, free every day! See up to 5 real VIP signals daily — just follow and catch every opportunity. See why traders choose us and never miss a winning entry. Don’t stay behind—profits don’t wait! Join now for your edge. #ad InsideAds

📌 Done is Better Than Perfect 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-30 | ⏱️ Read time: 11 min read How to be more pragm
📌 Done is Better Than Perfect 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-30 | ⏱️ Read time: 11 min read How to be more pragmatic as a Data Scientist, and why it matters for your…

📌 GenAI Is Revolutionizing Search 🗂 Category: SEO 🕒 Date: 2024-07-30 | ⏱️ Read time: 8 min read And why you and your compa
📌 GenAI Is Revolutionizing Search 🗂 Category: SEO 🕒 Date: 2024-07-30 | ⏱️ Read time: 8 min read And why you and your company should care

📌 Using Llama 3 for Building AI Agents 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-07-31 | ⏱️ Read time: 11 min read Compreh
📌 Using Llama 3 for Building AI Agents 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-07-31 | ⏱️ Read time: 11 min read Comprehensive guide to building AI Agents with Llama 3 function calling capabilities.

📌 Diffusion Loss: Every Step Explained 🗂 Category: DEEP LEARNING 🕒 Date: 2024-07-31 | ⏱️ Read time: 19 min read Paper Revi
📌 Diffusion Loss: Every Step Explained 🗂 Category: DEEP LEARNING 🕒 Date: 2024-07-31 | ⏱️ Read time: 19 min read Paper Review: Denoising Diffusion Probabilistic Model (DDPM)

📌 Enhancing E-Commerce with Generative AI – Part 1 🗂 Category: DEEP LEARNING 🕒 Date: 2024-07-31 | ⏱️ Read time: 19 min rea
📌 Enhancing E-Commerce with Generative AI – Part 1 🗂 Category: DEEP LEARNING 🕒 Date: 2024-07-31 | ⏱️ Read time: 19 min read From Data to Product Recommendations

📌 The Most Useful Advanced SQL Techniques to Succeed in the Tech Industry 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-31 | ⏱️
📌 The Most Useful Advanced SQL Techniques to Succeed in the Tech Industry 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-31 | ⏱️ Read time: 8 min read Syntax, use cases and expert tips for mastering advanced SQL

📌 Handling Feedback Loops in Recommender Systems – Deep Bayesian Bandits 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-07-31 |
📌 Handling Feedback Loops in Recommender Systems – Deep Bayesian Bandits 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-07-31 | ⏱️ Read time: 13 min read Understanding fundamentals of exploration and Deep Bayesian Bandits to tackle feedback loops in recommender systems

📌 Better A/B Testing with Survival Analysis 🗂 Category: 🕒 Date: 2024-07-31 | ⏱️ Read time: 5 min read When running experim
📌 Better A/B Testing with Survival Analysis 🗂 Category: 🕒 Date: 2024-07-31 | ⏱️ Read time: 5 min read When running experiments – don’t forget to bring your survival kit

📌 Why Data Processing Is a Vital Skill for Data Scientists 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-31 | ⏱️ Read time: 4 m
📌 Why Data Processing Is a Vital Skill for Data Scientists 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-31 | ⏱️ Read time: 4 min read With pretrained AI models and LLM data analysis on the rise, unique data is the…

📌 Will Transformers Revolutionize Time-Series Forecasting? 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-07-31 | ⏱️ Rea
📌 Will Transformers Revolutionize Time-Series Forecasting? 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-07-31 | ⏱️ Read time: 10 min read With data from industry, academia, and leading researchers

📌 Paws, Claws, and Code: 6 Must-Know Python Examples 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-31 | ⏱️ Read time: 13 min re
📌 Paws, Claws, and Code: 6 Must-Know Python Examples 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-31 | ⏱️ Read time: 13 min read Celebrating International Cat Day with Python