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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 40 255 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, 40 255 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
📌 AI, My Holiday Elf: Building a Gift Recommender for the Perfect Christmas 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-08 |
📌 AI, My Holiday Elf: Building a Gift Recommender for the Perfect Christmas 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-08 | ⏱️ Read time: 9 min read How I used AI and Streamlit to create a festive and fun gift recommendation app

📌 Streamline Your Workflow when Starting a New Research Paper 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-08 | ⏱️ Read time:
📌 Streamline Your Workflow when Starting a New Research Paper 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-08 | ⏱️ Read time: 6 min read Python code to create folders and Word documents for research papers in biomedical sciences -…

📌 Unlocking Hidden Potential: Exploring Second-Round Purchasers 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-09 | ⏱️ Read
📌 Unlocking Hidden Potential: Exploring Second-Round Purchasers 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-09 | ⏱️ Read time: 15 min read Finding customer segments for optimal retargetting using LLM embeddings and ML model

📌 Accusatory AI: How a Widespread Misuse of AI Technology Is Harming Students 🗂 Category: 🕒 Date: 2024-12-09 | ⏱️ Read tim
📌 Accusatory AI: How a Widespread Misuse of AI Technology Is Harming Students 🗂 Category: 🕒 Date: 2024-12-09 | ⏱️ Read time: 8 min read What should be done when an AI accuses a student of misconduct by using AI?

📌 Can LLMs talk SQL, SPARQL, Cypher, and MongoDB Query Language (MQL) equally well? 🗂 Category: 🕒 Date: 2024-12-09 | ⏱️ Re
📌 Can LLMs talk SQL, SPARQL, Cypher, and MongoDB Query Language (MQL) equally well? 🗂 Category: 🕒 Date: 2024-12-09 | ⏱️ Read time: 9 min read Comparing Text-to-Query capabilities of Large Language Models (LLMs) for four different Query Language

📌 Why Data Scientists Need These Software Engineering Skills 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-09 | ⏱️ R
📌 Why Data Scientists Need These Software Engineering Skills 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-09 | ⏱️ Read time: 6 min read Learn these things to become a more well-rounded data scientist

📌 Here’s What I Learned About Information Theory Through Wordle 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-09 | ⏱️ Read time
📌 Here’s What I Learned About Information Theory Through Wordle 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-09 | ⏱️ Read time: 8 min read The Science Behind Better Guesses

📌 Extracting Structured Vehicle Data from Images 🗂 Category: 🕒 Date: 2025-01-27 | ⏱️ Read time: 10 min read Build an Autom
📌 Extracting Structured Vehicle Data from Images 🗂 Category: 🕒 Date: 2025-01-27 | ⏱️ Read time: 10 min read Build an Automated Vehicle Documentation System that Extracts Structured Information from Images, using OpenAI API,…

📌 Learnings from a Machine Learning Engineer — Part 2: The Data Sets 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-02-13 | ⏱️
📌 Learnings from a Machine Learning Engineer — Part 2: The Data Sets 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-02-13 | ⏱️ Read time: 10 min read In Part 1, we discussed the importance of collecting good image data and assigning proper labels…

📌 Uncertainty Quantification in Time Series Forecasting 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-09 | ⏱️ Read time: 12 min
📌 Uncertainty Quantification in Time Series Forecasting 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-09 | ⏱️ Read time: 12 min read A deep dive into EnbPI, a Conformal Prediction approach for time series forecasting

📌 The Case Against Centralized Medallion Architecture 🗂 Category: 🕒 Date: 2024-12-09 | ⏱️ Read time: 10 min read Why tailo
📌 The Case Against Centralized Medallion Architecture 🗂 Category: 🕒 Date: 2024-12-09 | ⏱️ Read time: 10 min read Why tailored, decentralized data quality trumps the medallion architecture

📌 Probability Distributions: Poisson vs. Binomial Distribution 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-10 | ⏱️ Read time:
📌 Probability Distributions: Poisson vs. Binomial Distribution 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-10 | ⏱️ Read time: 11 min read Using Soccer to Understand the Difference Between Poisson & Binomial: Probability for Data Science Series…

📌 ML Beginners Should Read Papers 🗂 Category: DEEP LEARNING 🕒 Date: 2024-12-10 | ⏱️ Read time: 4 min read Here’s why and h
📌 ML Beginners Should Read Papers 🗂 Category: DEEP LEARNING 🕒 Date: 2024-12-10 | ⏱️ Read time: 4 min read Here’s why and how

📌 Predicted Probability, Explained: A Visual Guide with Code Examples for Beginners 🗂 Category: MACHINE LEARNING 🕒 Date: 2
📌 Predicted Probability, Explained: A Visual Guide with Code Examples for Beginners 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-10 | ⏱️ Read time: 18 min read 7 basic classifiers reveal their prediction confidence math

📌 Synthetic Data in Practice: A Shopify Case Study 🗂 Category: 🕒 Date: 2024-12-10 | ⏱️ Read time: 15 min read Testing new
📌 Synthetic Data in Practice: A Shopify Case Study 🗂 Category: 🕒 Date: 2024-12-10 | ⏱️ Read time: 15 min read Testing new Snowflake functionality with a 30k records dataset

📌 OpenAI Prompt Cache Monitoring 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-10 | ⏱️ Read time: 10 min read A work
📌 OpenAI Prompt Cache Monitoring 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-10 | ⏱️ Read time: 10 min read A worked example using Python and the chat completion API

📌 Nobel Prizes 2024: AI Breakthroughs Win Big 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-10 | ⏱️ Read time: 8 min
📌 Nobel Prizes 2024: AI Breakthroughs Win Big 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-10 | ⏱️ Read time: 8 min read Lessons Learned After the AI Nobel Debate

📌 Awesome Plotly with Code Series (Part 5): The Order in Bar Charts Matters 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-10 |
📌 Awesome Plotly with Code Series (Part 5): The Order in Bar Charts Matters 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-10 | ⏱️ Read time: 10 min read And it is not always simply ordering by highest to lowest

📌 Missing Data in Time-Series: Machine Learning Techniques 🗂 Category: 🕒 Date: 2024-12-10 | ⏱️ Read time: 15 min read Part
📌 Missing Data in Time-Series: Machine Learning Techniques 🗂 Category: 🕒 Date: 2024-12-10 | ⏱️ Read time: 15 min read Part 1: Leverage linear regression and decision trees to impute time-series gaps.

📌 How I’d Learn Machine Learning Again, After 6 Years 🗂 Category: CODING 🕒 Date: 2024-12-11 | ⏱️ Read time: 7 min read Som
📌 How I’d Learn Machine Learning Again, After 6 Years 🗂 Category: CODING 🕒 Date: 2024-12-11 | ⏱️ Read time: 7 min read Some rough guidelines