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 40 221 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 3 344-o'rinni va Suriya mintaqasida 228-o'rinni egallagan.

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невідомо sanasidan buyon loyiha tez o‘sib, 40 221 obunachiga ega bo‘ldi.

03 Iyul, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 338 ga, so‘nggi 24 soatda esa 9 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.

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Post qamrovi: Har bir post o‘rtacha 822 marta ko‘riladi; birinchi sutkada odatda 973 ta ko‘rish yig‘iladi.
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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”

Yuqori yangilanish chastotasi (oxirgi ma’lumot 04 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.

40 221

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822

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Postlar arxiv

40 224

📌 Calculating the Uncertainty Coefficient (Theil’s U) in Python 🗂 Category: PROBABILITY 🕒 Date: 2024-10-18 | ⏱️ Read time: 5 min read A measure of correlation between discrete (categorical) variables

40 224

📌 All you need to know about Non-Inferiority Hypothesis Test 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-18 | ⏱️ Read time: 6 min read A non-inferiority test proves that a new treatment is not worse than the standard by…

40 224

📌 Implementing Anthropic’s Contextual Retrieval for Powerful RAG Performance 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-10-18 | ⏱️ Read time: 16 min read This article will show you how to implement the contextual retrieval idea proposed by Anthropic

40 224

📌 Implementing “Modular RAG” with Haystack and Hypster 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-10-18 | ⏱️ Read time: 13 min read Transforming RAG Systems into LEGO-like Reconfigurable Frameworks

40 224

📌 Cognitive Prompting in LLMs 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-10-19 | ⏱️ Read time: 9 min read Can we teach machines to think like humans?

40 224

📌 Evaluating Model Retraining Strategies 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-10-20 | ⏱️ Read time: 11 min read How data drift and concept drift matter to choose the right retraining strategy?

40 224

📌 Linked Lists – Data Structures & Algorithms for Data Scientists 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-21 | ⏱️ Read time: 6 min read How linked lists and queues work under the hood

40 224

📌 SQL and Data Modelling in Action: A Deep Dive into Data Lakehouses 🗂 Category: SQL 🕒 Date: 2024-10-21 | ⏱️ Read time: 12 min read Lakehouses as a continuation of data warehouses and data lakes. What is this architecture about?

40 224

📌 Efficient Document Chunking Using LLMs: Unlocking Knowledge One Block at a Time 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-10-21 | ⏱️ Read time: 9 min read This article explains how to use an LLM (Large Language Model) to perform the chunking…

40 224

📌 The Power of Optimization in Designing Experiments Involving Small Samples 🗂 Category: 🕒 Date: 2024-10-21 | ⏱️ Read time: 11 min read A step-by-step guide to designing more precise experiments using optimization in Python

40 224

📌 Don’t Do Laundry Today, It Will Be Cheaper Tomorrow 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-21 | ⏱️ Read time: 19 min read Analysing electricity price changes in London through causal inference

40 224

📌 Awesome Plotly with Code Series (Part 1): Alternatives to Bar Charts 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-21 | ⏱️ Read time: 14 min read A bar chart is not always the best solution.

40 224

📌 OLAP is Dead – Or Is It ? 🗂 Category: ANALYTICS 🕒 Date: 2024-10-21 | ⏱️ Read time: 16 min read OLAP’s fate in the age of modern analytics

40 224

📌 Unleash the Power of Probability to Predict the Future of Your Business 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-21 | ⏱️ Read time: 14 min read A Practical Guide to Applying Probability Concepts with Python in Real-World Contexts

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📌 Discretization, Explained: A Visual Guide with Code Examples for Beginners 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-22 | ⏱️ Read time: 10 min read 6 fun ways to categorize numbers into bins!

40 224

📌 Using Vector Steering to Improve Model Guidance 🗂 Category: 🕒 Date: 2024-10-22 | ⏱️ Read time: 10 min read Exploring the Research on Vector Steering and Coding Up an Implementation

40 224

📌 Game Theory, Part 1 – The Prisoner’s Dilemma Problem 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-22 | ⏱️ Read time: 7 min read Game theory is prevalent in real-life scenarios and decision-making

40 224

📌 Why Scaling Works: Inductive Biases vs The Bitter Lesson 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-10-22 | ⏱️ Read time: 11 min read Building deep insights with a toy problem

40 224

📌 Deep Learning vs Data Science: Who Will Win? 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-22 | ⏱️ Read time: 14 min read What is more important, your data or your model?

40 224

📌 Self-Service ML with Relational Deep Learning 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-10-22 | ⏱️ Read time: 8 min read Do ML directly on your relational database