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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 40 237 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 3 336-o'rinni va Suriya mintaqasida 227-o'rinni egallagan.

📊 Auditoriya ko‘rsatkichlari va dinamika

невідомо sanasidan buyon loyiha tez o‘sib, 40 237 obunachiga ega bo‘ldi.

04 Iyul, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 343 ga, so‘nggi 24 soatda esa 16 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.

  • Tasdiqlash holati: Tasdiqlanmagan
  • Jalb etish (ER): Auditoriya o‘rtacha 1.92% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 1.89% ini tashkil etuvchi reaksiyalarni to‘playdi.
  • Post qamrovi: Har bir post o‘rtacha 771 marta ko‘riladi; birinchi sutkada odatda 761 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 05 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
📌 Python Can Now Call Mojo 🗂 Category: PROGRAMMING 🕒 Date: 2025-09-21 | ⏱️ Read time: 14 min read Boost your runtimes with
📌 Python Can Now Call Mojo 🗂 Category: PROGRAMMING 🕒 Date: 2025-09-21 | ⏱️ Read time: 14 min read Boost your runtimes with lightning-fast Mojo code

📌 Data Visualization Explained: What It Is and Why It Matters 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-21 | ⏱️ Read time:
📌 Data Visualization Explained: What It Is and Why It Matters 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-21 | ⏱️ Read time: 8 min read A brief introduction to data visualization and its importance in today’s technological landscape.

📌 Building a Local Voice Assistant with LLMs and Neural Networks on Your CPU Laptop 🗂 Category: DATA SCIENCE 🕒 Date: 2024-
📌 Building a Local Voice Assistant with LLMs and Neural Networks on Your CPU Laptop 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-19 | ⏱️ Read time: 6 min read A practical guide to run lightweight LLMs using python

📌 3 Triangle-Shaped Chart Ideas as Alternatives to Some Basic Charts 🗂 Category: DATA VISUALIZATION 🕒 Date: 2024-11-19 | ⏱
📌 3 Triangle-Shaped Chart Ideas as Alternatives to Some Basic Charts 🗂 Category: DATA VISUALIZATION 🕒 Date: 2024-11-19 | ⏱️ Read time: 8 min read Creating data visualizations with Python as alternatives to bar charts, pie charts, and some 3D…

📌 How I Created a Data Science Project Following CRISP-DM Lifecycle 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-13 | ⏱️ Read
📌 How I Created a Data Science Project Following CRISP-DM Lifecycle 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-13 | ⏱️ Read time: 26 min read An end-to-end project using the CRISP-DM framework

📌 Awesome Plotly with Code Series (Part 4): Grouping Bars vs Multi-Coloured Bars 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-
📌 Awesome Plotly with Code Series (Part 4): Grouping Bars vs Multi-Coloured Bars 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-14 | ⏱️ Read time: 13 min read Do technicolour bars really help make a story clear?

📌 Writing LLMs in Rust: Looking for an Efficient Matrix Multiplication 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11
📌 Writing LLMs in Rust: Looking for an Efficient Matrix Multiplication 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-14 | ⏱️ Read time: 16 min read Here are the lessons I learned and how I am writing llm.rust and tackling the…

📌 How To Up-Skill In Data Science 🗂 Category: CAREER ADVICE 🕒 Date: 2024-11-14 | ⏱️ Read time: 7 min read My framework for
📌 How To Up-Skill In Data Science 🗂 Category: CAREER ADVICE 🕒 Date: 2024-11-14 | ⏱️ Read time: 7 min read My framework for continually becoming a better data scientist

📌 Network Analysis, Diffusion Models, Data Lakehouses, and More: Our Best Recent Deep Dives 🗂 Category: DATA SCIENCE 🕒 Dat
📌 Network Analysis, Diffusion Models, Data Lakehouses, and More: Our Best Recent Deep Dives 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-14 | ⏱️ Read time: 4 min read Our weekly selection of must-read Editors’ Picks and original features

📌 Why STEM Is Important for Any Data Scientist 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-14 | ⏱️ Read time: 8 min read 3 ca
📌 Why STEM Is Important for Any Data Scientist 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-14 | ⏱️ Read time: 8 min read 3 cases to prove this from my own experience

📌 Gradient Boosting Regressor, Explained: A Visual Guide with Code Examples 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-11-1
📌 Gradient Boosting Regressor, Explained: A Visual Guide with Code Examples 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-11-14 | ⏱️ Read time: 14 min read Fitting to errors one booster stage at a time

📌 Techniques for Chat Data Analytics with Python 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-15 | ⏱️ Read time: 11 min read P
📌 Techniques for Chat Data Analytics with Python 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-15 | ⏱️ Read time: 11 min read Part II: Topic Extraction with BERTopic

📌 Rewiring My Career: How I Transitioned from Electrical Engineering to Data Engineering 🗂 Category: DATA ENGINEERING 🕒 Da
📌 Rewiring My Career: How I Transitioned from Electrical Engineering to Data Engineering 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-11-15 | ⏱️ Read time: 12 min read Data is booming and so are the job opportunities in this field. A must read…

📌 Field Boundary Detection in Satellite Imagery Using the SAM2 Model 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-15 | ⏱️ Read
📌 Field Boundary Detection in Satellite Imagery Using the SAM2 Model 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-15 | ⏱️ Read time: 14 min read Step-by-Step Tutorial on Applying Segment Anything Model Version 2 to Satellite Imagery for Detecting and…

📌 ROI Worship Can Be Bad For Business 🗂 Category: BUSINESS 🕒 Date: 2024-11-15 | ⏱️ Read time: 8 min read Watch out for the
📌 ROI Worship Can Be Bad For Business 🗂 Category: BUSINESS 🕒 Date: 2024-11-15 | ⏱️ Read time: 8 min read Watch out for these three ways too much of a good thing can be dangerous

📌 Introduction to the Finite Normal Mixtures in Regression with 🗂 Category: 🕒 Date: 2024-11-15 | ⏱️ Read time: 8 min read
📌 Introduction to the Finite Normal Mixtures in Regression with 🗂 Category: 🕒 Date: 2024-11-15 | ⏱️ Read time: 8 min read In this post, we demonstrate how to simulate a finite mixture model for regression using…

📌 Why Most Cross-Validation Visualizations Are Wrong (And How to Fix Them) 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-16 | ⏱
📌 Why Most Cross-Validation Visualizations Are Wrong (And How to Fix Them) 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-16 | ⏱️ Read time: 12 min read Stop using moving boxes!

📌 Open the Artificial Brain: Sparse Autoencoders for LLM Inspection 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-16
📌 Open the Artificial Brain: Sparse Autoencoders for LLM Inspection 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-16 | ⏱️ Read time: 15 min read A deep dive into LLM visualization and interpretation using sparse autoencoders

📌 Exploring Music Transcription with Multi-Modal Language Models 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-17 |
📌 Exploring Music Transcription with Multi-Modal Language Models 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-17 | ⏱️ Read time: 21 min read Using Qwen2-Audio to transcribe music into sheet music

📌 Spoiler Alert: The Magic of RAG Does Not Come from AI 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-11-17 | ⏱️ Read time: 10
📌 Spoiler Alert: The Magic of RAG Does Not Come from AI 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-11-17 | ⏱️ Read time: 10 min read Why retrieval, not generation, makes RAG systems magical