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 40 255 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.

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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.
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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.

40 255

Obunachilar

-424 soatlar

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+33630 kunlar

906

Post ko'rishlar

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2.25%

Muloqot nisbati

~ 3

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Postlar arxiv

40 255

📌 How to Interpret Matrix Expressions – Transformations 🗂 Category: 🕒 Date: 2024-12-04 | ⏱️ Read time: 24 min read Matrix algebra for a data scientist

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📌 Combining Large and Small LLMs to Boost Inference Time and Quality 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-05 | ⏱️ Read time: 8 min read Implementing Speculative and Contrastive Decoding

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📌 How to Build a General-Purpose LLM Agent 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2024-12-05 | ⏱️ Read time: 13 min read A Step-by-Step Guide

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📌 Break Free from the Individual Contributor Mindset. You Are a Manager Now. 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-05 | ⏱️ Read time: 16 min read 5 mistakes I see new managers make in their transition into leadership roles

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📌 Don’t Flood Your Algorithms With Easy Examples – It Costs Money 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-05 | ⏱️ Read time: 8 min read A common mistake that slows down training and burns cash

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📌 How to Transition Into Data Science-and Within Data Science 🗂 Category: CAREER ADVICE 🕒 Date: 2024-12-05 | ⏱️ Read time: 4 min read Our weekly selection of must-read Editors’ Picks and original features

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📌 DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language… 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-05 | ⏱️ Read time: 10 min read Traditional RAG vs. dynamic RAG

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📌 Building a Fantasy Football Research Agent with LangGraph 🗂 Category: 🕒 Date: 2024-12-05 | ⏱️ Read time: 10 min read An end-to-end guide covering integration with the Sleeper API, creation of a Streamlit UI, and…

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📌 Who Does What in Data? A Practical Introduction to the Role of a Data Engineer & Data Scientist 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-12-05 | ⏱️ Read time: 17 min read What does a data engineer do differently to a data scientist?

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📌 Chat with Your Images using Multimodal LLMs 🗂 Category: 🕒 Date: 2024-12-05 | ⏱️ Read time: 8 min read Learn how to build Llama 3.2-Vision locally in a chat-like mode, and explore its Multimodal…

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📌 Multimodal RAG: Process Any File Type with AI 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-05 | ⏱️ Read time: 13 min read A beginner-friendly guide with example (Python) code

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📌 Bridging the Data Literacy Gap 🗂 Category: WRITING 🕒 Date: 2024-12-06 | ⏱️ Read time: 16 min read The Advent, Evolution, and Current state of “Data Translators”

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📌 Lasso and Elastic Net Regressions, Explained: A Visual Guide with Code Examples 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-06 | ⏱️ Read time: 19 min read Roping in key features using coordinate descent

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📌 5 Python One-Liners to Kick Off Your Data Exploration 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-06 | ⏱️ Read time: 5 min read How to kickstart your EDA using simple one liners

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📌 Reinforcement Learning: Self-Driving Cars to Self-Driving Labs 🗂 Category: DEEP LEARNING 🕒 Date: 2024-12-06 | ⏱️ Read time: 11 min read Understanding AI applications in bio for machine learning engineers

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📌 How to Integrate AI and Data Science into Your Business Strategy 🗂 Category: STRATEGY 🕒 Date: 2024-12-06 | ⏱️ Read time: 14 min read Insider consulting guide to conducting a successful 2-day executive workshop

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📌 I’m Doing the Advent of Code 2024 in Python - Day 1 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-07 | ⏱️ Read time: 5 min read Let’s see how many stars we’ll collect.

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📌 How to Prepare for Your Data Science Behavioural Interview 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-07 | ⏱️ Read time: 6 min read My top tips to smash your next data science behavioural interview

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📌 My #30DayMapChallenge 2024 🗂 Category: 🕒 Date: 2024-12-07 | ⏱️ Read time: 15 min read 30 Days, 30 Maps: My November Adventure in Digital Cartography

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📌 Scientists Go Serious About Large Language Models Mirroring Human Thinking 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-08 | ⏱️ Read time: 15 min read A discussion of the latest research suggesting that LLMs do work like the human brain-with…