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

Ko'proq ko'rsatish

Tarmoq:Machine Learning with Python Suriya228 Texnologiyalar & Aralashmalar3 380...

📈 Telegram kanali Machine Learning analitikasi

Machine Learning (@machinelearning9) Ingliz til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 40 151 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 3 380-o'rinni va Suriya mintaqasida 228-o'rinni egallagan.

📊 Auditoriya ko‘rsatkichlari va dinamika

невідомо sanasidan buyon loyiha tez o‘sib, 40 151 obunachiga ega bo‘ldi.

29 Iyun, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 380 ga, so‘nggi 24 soatda esa 3 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.

Tasdiqlash holati: Tasdiqlanmagan
Jalb etish (ER): Auditoriya o‘rtacha 2.08% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 1.91% ini tashkil etuvchi reaksiyalarni to‘playdi.
Post qamrovi: Har bir post o‘rtacha 837 marta ko‘riladi; birinchi sutkada odatda 766 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 30 Iyun, 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.

40 151

Obunachilar

+324 soatlar

+1157 kunlar

+38030 kunlar

837

Post ko'rishlar

~ 76624 soatlar

~ 1 08948 soatlar

2.08%

Muloqot nisbati

~ 4

Kuniga postlar

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Postlar arxiv

40 151

📌 Event Study Designs: A Beginner’s Guide 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-20 | ⏱️ Read time: 10 min read Event Study Designs: What are they and what are they not.

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📌 Full Guide to Building a Professional Portfolio with Python, Markdown, Git, and GitHub Pages 🗂 Category: 🕒 Date: 2024-07-20 | ⏱️ Read time: 11 min read This article is a end-to-end guide to build a professional portfolio for developpers and data…

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📌 Modern Enterprise Data Modeling 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-07-20 | ⏱️ Read time: 13 min read How to address the shortcomings of shallow, outdated models and future-proof your modeling strategy

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📌 Forecasting in the Age of Foundation Models 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-07-20 | ⏱️ Read time: 17 min read Benchmarking Lag-Llama against XGBoost

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📌 Let’s reproduce NanoGPT with JAX!(Part 1) 🗂 Category: 🕒 Date: 2024-07-21 | ⏱️ Read time: 8 min read Part 1: Build 124M GPT2 with JAX. Part 2: Optimize the training speed in Single…

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📌 How To Start Technical Writing & Blogging 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-07-21 | ⏱️ Read time: 8 min read Why writing data science blogs changed my career.

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📌 Advanced Data Modelling 🗂 Category: ANALYTICS 🕒 Date: 2024-07-21 | ⏱️ Read time: 16 min read Data model layers, environments, tests and data quality explained

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📌 Python’s Parallel Paradigm Shift 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-07-22 | ⏱️ Read time: 13 min read Exploring the performance potential of a GIL-free Python

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📌 You Don’t Need Matplotlib When Pandas Is Enough for Data Visualisation 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-22 | ⏱️ Read time: 6 min read One line of code to plot data makes routine EDA jobs easier

40 151

📌 Quantifying Burned Areas from Wildfires Using Satellite Imagery 🗂 Category: CLIMATE CHANGE 🕒 Date: 2024-07-22 | ⏱️ Read time: 9 min read Determining the burned area in forests due to wildfires using Sentinel-2 images with Python in…

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📌 LangChain’s Parent Document Retriever – Revisited 🗂 Category: 🕒 Date: 2024-07-22 | ⏱️ Read time: 7 min read Enhance retrieval with context using your vector database only

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📌 What Is Causal Inference? 🗂 Category: STATISTICS 🕒 Date: 2024-07-22 | ⏱️ Read time: 13 min read A beginner’s guide to causal inference methods: randomized controlled trials, difference-in-differences, synthetic control, and A/B…

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📌 Linear Programming Optimization: Foundations 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-22 | ⏱️ Read time: 12 min read Part 1 – Basic Concepts and Examples

40 151

📌 Boost Your Data Science Job Hunt During Tech Layoffs, Part I 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-23 | ⏱️ Read time: 7 min read With these 5 actionable steps

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📌 Dreaming in Blocks — MineWorld, the Minecraft World Model 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-10-10 | ⏱️ Read time: 11 min read Explaining “MineWorld: A real-time and open-source interactive world model on Minecraft” in simple terms.

40 151

📌 10 Data + AI Observations for Fall 2025 🗂 Category: DATA SCIENCE 🕒 Date: 2025-10-10 | ⏱️ Read time: 10 min read What’s happening—and what’s next— for data and AI at the close of 2025.

40 151

📌 Python Poetry – The Best Data Science Dependency Management Tool? 🗂 Category: DATA SCIENCE 🕒 Date: 2024-07-30 | ⏱️ Read time: 8 min read Poetry makes deploying machine learning applications a breeze – learn how!

40 151

📌 How the Rise of Tabular Foundation Models Is Reshaping Data Science 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-10-09 | ⏱️ Read time: 13 min read A turning point for data analysis?

40 151

📌 Past is Prologue: How Conversational Analytics Is Changing Data Work 🗂 Category: DATA SCIENCE 🕒 Date: 2025-10-09 | ⏱️ Read time: 7 min read The future of reporting will be about encoding the value proposition of a product into…

40 151

📌 The Intersection of Memory and Grounding in AI Systems 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-07-24 | ⏱️ Read time: 8 min read Understanding the 4 key types of memory, the methods of language model grounding, and the…