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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 40 346 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 3 329-o'rinni va Suriya mintaqasida 225-o'rinni egallagan.

📊 Auditoriya ko‘rsatkichlari va dinamika

невідомо sanasidan buyon loyiha tez o‘sib, 40 346 obunachiga ega bo‘ldi.

11 Iyul, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 393 ga, so‘nggi 24 soatda esa 17 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.

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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 12 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
📌 Why You Should Not Replace Blanks with 0 in Power BI 🗂 Category: DATA ANALYSIS 🕒 Date: 2025-06-20 | ⏱️ Read time: 7 min
📌 Why You Should Not Replace Blanks with 0 in Power BI 🗂 Category: DATA ANALYSIS 🕒 Date: 2025-06-20 | ⏱️ Read time: 7 min read Did someone ask you to replace blank values with 0 in your reports? Maybe you…

📌 Building AI-Powered Low-Code Workflows with n8n 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06-23 | ⏱️ Read time: 2
📌 Building AI-Powered Low-Code Workflows with n8n 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06-23 | ⏱️ Read time: 27 min read Three powerful workflows that you can apply to your personal life or business today

📌 Building A Modern Dashboard with Python and Taipy 🗂 Category: PROGRAMMING 🕒 Date: 2025-06-23 | ⏱️ Read time: 11 min read
📌 Building A Modern Dashboard with Python and Taipy 🗂 Category: PROGRAMMING 🕒 Date: 2025-06-23 | ⏱️ Read time: 11 min read A guide to building a front-end data application.

📌 Programming, Not Prompting: A Hands-On Guide to DSPy 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06-23 | ⏱️ Read ti
📌 Programming, Not Prompting: A Hands-On Guide to DSPy 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06-23 | ⏱️ Read time: 16 min read A practical deep dive into declarative AI programming

📌 Reinforcement Learning from Human Feedback, Explained Simply 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-06-23 | ⏱️ R
📌 Reinforcement Learning from Human Feedback, Explained Simply 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-06-23 | ⏱️ Read time: 7 min read The one technique that made ChatGPT so smart

📌 Build Multi-Agent Apps with OpenAI’s Agent SDK 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06-24 | ⏱️ Read time: 21
📌 Build Multi-Agent Apps with OpenAI’s Agent SDK 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06-24 | ⏱️ Read time: 21 min read Creating multi-agent apps is simple with this open-source SDK, and it can be used with…

📌 Why Your Next LLM Might Not Have A Tokenizer 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-06-24 | ⏱️ Read time: 16 min
📌 Why Your Next LLM Might Not Have A Tokenizer 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-06-24 | ⏱️ Read time: 16 min read The Tokenizer Has Been a Necessary Evil, but This Radical Approach Shows That It Might…

📌 Agentic AI: Implementing Long-Term Memory 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06-24 | ⏱️ Read time: 11 min
📌 Agentic AI: Implementing Long-Term Memory 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06-24 | ⏱️ Read time: 11 min read The problem and current solutions

📌 Data Has No Moat! 🗂 Category: DATA SCIENCE 🕒 Date: 2025-06-24 | ⏱️ Read time: 7 min read Only if you ignore data quality
📌 Data Has No Moat! 🗂 Category: DATA SCIENCE 🕒 Date: 2025-06-24 | ⏱️ Read time: 7 min read Only if you ignore data quality

📌 Stop Chasing “Efficiency AI.” The Real Value Is in “Opportunity AI.” 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06
📌 Stop Chasing “Efficiency AI.” The Real Value Is in “Opportunity AI.” 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06-25 | ⏱️ Read time: 11 min read Companies pursuing incremental productivity gains risk being displaced by AI-native competitors building entirely new business…

📌 How to Train a Chatbot Using RAG and Custom Data 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-06-25 | ⏱️ Read time: 6
📌 How to Train a Chatbot Using RAG and Custom Data 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-06-25 | ⏱️ Read time: 6 min read Retrieval-Augmented Generation made easy with Llama

📌 Economic Cycle Synchronization with Dynamic Time Warping 🗂 Category: ECONOMICS 🕒 Date: 2025-06-25 | ⏱️ Read time: 7 min
📌 Economic Cycle Synchronization with Dynamic Time Warping 🗂 Category: ECONOMICS 🕒 Date: 2025-06-25 | ⏱️ Read time: 7 min read The case of the Eurozone

📌 Use OpenAI Whisper for Automated Transcriptions 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-06-25 | ⏱️ Read time: 8 m
📌 Use OpenAI Whisper for Automated Transcriptions 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-06-25 | ⏱️ Read time: 8 min read Streamline your computer interactions using OpenAI’s Whisper model

📌 AI Agent with Multi-Session Memory 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06-26 | ⏱️ Read time: 9 min read Bui
📌 AI Agent with Multi-Session Memory 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06-26 | ⏱️ Read time: 9 min read Build from scratch using only Python & Ollama (no GPU, no APIKEY)

📌 The Mythical Pivot Point from Buy to Build for Data Platforms 🗂 Category: DATA ENGINEERING 🕒 Date: 2025-06-26 | ⏱️ Read
📌 The Mythical Pivot Point from Buy to Build for Data Platforms 🗂 Category: DATA ENGINEERING 🕒 Date: 2025-06-26 | ⏱️ Read time: 10 min read For companies with data-intensive architectures, there often comes a pivotal point where building in-house data…

📌 Data Science: From School to Work, Part V 🗂 Category: PROGRAMMING 🕒 Date: 2025-06-26 | ⏱️ Read time: 18 min read How to
📌 Data Science: From School to Work, Part V 🗂 Category: PROGRAMMING 🕒 Date: 2025-06-26 | ⏱️ Read time: 18 min read How to profile your Python project

📌 Hitchhiker’s Guide to RAG with ChatGPT API and LangChain 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06-26 | ⏱️ Rea
📌 Hitchhiker’s Guide to RAG with ChatGPT API and LangChain 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06-26 | ⏱️ Read time: 7 min read Build a simple Python RAG pipeline using your local files as context

📌 A Caching Strategy for Identifying Bottlenecks on the Data Input Pipeline 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-06-2
📌 A Caching Strategy for Identifying Bottlenecks on the Data Input Pipeline 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-06-26 | ⏱️ Read time: 16 min read PyTorch model performance analysis and optimization — Part 8

📌 Pipelining AI/ML Training Workloads with CUDA Streams 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-06-26 | ⏱️ Read time: 12
📌 Pipelining AI/ML Training Workloads with CUDA Streams 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-06-26 | ⏱️ Read time: 12 min read PyTorch Model Performance Analysis and Optimization — Part 9

📌 A Developer’s Guide to Building Scalable AI: Workflows vs Agents 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06-27
📌 A Developer’s Guide to Building Scalable AI: Workflows vs Agents 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-06-27 | ⏱️ Read time: 38 min read A practical guide to choosing between AI agents and workflows for production systems, covering the…