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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Tarmoq:Machine Learning with Python Suriya227 Texnologiyalar & Aralashmalar3 343...

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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.

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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.

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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 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.

40 265

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📌 Meet GPT, The Decoder-Only Transformer 🗂 Category: DEEP LEARNING 🕒 Date: 2025-01-06 | ⏱️ Read time: 31 min read Understanding and implementing the GPT-1, GPT-2 and GPT-3 architectures

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📌 Understanding the Evolution of ChatGPT: Part 1-An In-Depth Look at GPT-1 and What Inspired It 🗂 Category: DEEP LEARNING 🕒 Date: 2025-01-06 | ⏱️ Read time: 11 min read Tracing the roots of ChatGPT: GPT-1, the foundation of OpenAI’s LLMs

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📌 The State of Quantum Computing: Where Are We Today? 🗂 Category: SCIENCE AND TECHNOLOGY 🕒 Date: 2025-01-06 | ⏱️ Read time: 8 min read And what we need to overcome

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📌 AI Agents Hype, Explained – What You Really Need to Know to Get Started 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-01-06 | ⏱️ Read time: 6 min read I’ll set the record straight – AI Agents are not new but advanced. Learn how…

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📌 In Defense of Statistical Significance 🗂 Category: DATA SCIENCE 🕒 Date: 2025-01-06 | ⏱️ Read time: 6 min read We have to draw the line somewhere

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📌 Encapsulation: A Software Engineering Concept Data Scientists Must Know To Succeed 🗂 Category: CODING 🕒 Date: 2025-01-06 | ⏱️ Read time: 13 min read Simple concepts that differentiate a professional from amateurs

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📌 An Overview of Feature Selection 🗂 Category: DATA SCIENCE 🕒 Date: 2025-01-07 | ⏱️ Read time: 28 min read With a presentation of a rarely used, highly effective method for establishing the predictive power…

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📌 The Build vs. Buy Dilemma for GenAI Applications 🗂 Category: STRATEGY 🕒 Date: 2025-01-07 | ⏱️ Read time: 6 min read A strategic guide to build vs. buy for GenAI

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📌 Easy Map Boundary Extraction with GeoPandas 🗂 Category: DATA VISUALIZATION 🕒 Date: 2025-01-07 | ⏱️ Read time: 8 min read How to visualize country borders with Python

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📌 All The SQL a Data Scientist Needs to Know 🗂 Category: DATA SCIENCE 🕒 Date: 2025-01-07 | ⏱️ Read time: 12 min read What you need to know, best practices, and where you can practice your skills

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📌 Airflow Data Intervals: A Deep Dive 🗂 Category: DATA ENGINEERING 🕒 Date: 2025-01-07 | ⏱️ Read time: 10 min read Building idempotent and re-playable data pipelines

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📌 How to Create a Customized GenAI Video in 3 Simple Steps 🗂 Category: 🕒 Date: 2025-01-07 | ⏱️ Read time: 15 min read Put a real-world object into fully AI-generated 4D scenes with minimal effort, so that it…

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📌 Analyzing Health Surveys Made Easy with Functions in R 🗂 Category: 🕒 Date: 2025-01-07 | ⏱️ Read time: 9 min read Solving the issue of having missing data in the variables for sampling design

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📌 How to Securely Connect Microsoft Fabric to Azure Databricks SQL API 🗂 Category: DATA SECURITY 🕒 Date: 2025-01-07 | ⏱️ Read time: 10 min read Integration architecture focusing on security and access control

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📌 Customizing Your Fine-tuning Code Using HuggingFace’s Transformers Library 🗂 Category: 🕒 Date: 2025-01-08 | ⏱️ Read time: 8 min read Examples of custom callbacks and custom fine-tuning code from different libraries

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📌 Building Effective Metrics to Describe Users 🗂 Category: ANALYTICS 🕒 Date: 2025-01-08 | ⏱️ Read time: 4 min read How can numerical user metrics be transformed into a personalized assessment of whether this behavior…

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📌 Linear Programming: Auxiliary Variables 🗂 Category: DATA SCIENCE 🕒 Date: 2025-01-08 | ⏱️ Read time: 15 min read Part 5: Increasing LP flexibility to handle tricky logic

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📌 Statistical Learnability of Strategic Linear Classifiers: A Proof Walkthrough 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-01-08 | ⏱️ Read time: 19 min read With the help of an intricate geometric construction, we can prove that instance-wise cost functions…

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📌 RAG Isn’t Immune to LLM Hallucination 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-01-20 | ⏱️ Read time: 11 min read How to measure how much of your RAG’s output is correct

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📌 How Most Organizations Get Data Strategy Wrong – and How to Fix It 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-01-20 | ⏱️ Read time: 79 min read Redefining Data Strategy to Drive Competitive Advantage with Data, Analytics and AI