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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

Ko'proq ko'rsatish

📈 Telegram kanali Machine Learning analitikasi

Machine Learning (@machinelearning9) Ingliz til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 40 191 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 3 381-o'rinni va Suriya mintaqasida 228-o'rinni egallagan.

📊 Auditoriya ko‘rsatkichlari va dinamika

невідомо sanasidan buyon loyiha tez o‘sib, 40 191 obunachiga ega bo‘ldi.

01 Iyul, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 355 ga, so‘nggi 24 soatda esa 21 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.

  • Tasdiqlash holati: Tasdiqlanmagan
  • Jalb etish (ER): Auditoriya o‘rtacha 2.04% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 2.12% ini tashkil etuvchi reaksiyalarni to‘playdi.
  • Post qamrovi: Har bir post o‘rtacha 818 marta ko‘riladi; birinchi sutkada odatda 851 ta ko‘rish yig‘iladi.
  • Reaksiyalar va o‘zaro ta’sir: Auditoriya faol: har bir postga o‘rtacha 2 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 02 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.

40 191
Obunachilar
+2124 soatlar
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+35530 kunlar
Postlar arxiv
📌 Embracing Simplicity and Composability in Data Engineering 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-08-03 | ⏱️ Read tim
📌 Embracing Simplicity and Composability in Data Engineering 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-08-03 | ⏱️ Read time: 11 min read Lessons from 30+ years in data engineering: The overlooked value of keeping it simple

📌 Predicting metadata for Humanitarian datasets with LLMs part 2 – An alternative to fine-tuning 🗂 Category: DATA SCIENCE �
📌 Predicting metadata for Humanitarian datasets with LLMs part 2 – An alternative to fine-tuning 🗂 Category: DATA SCIENCE 🕒 Date: 2024-08-03 | ⏱️ Read time: 34 min read Using LLM prompting for tagging metadata on humanitarian datasets

📌 Productionizing a RAG App with Prefect, Weave, and RAGAS 🗂 Category: 🕒 Date: 2024-08-03 | ⏱️ Read time: 14 min read Addi
📌 Productionizing a RAG App with Prefect, Weave, and RAGAS 🗂 Category: 🕒 Date: 2024-08-03 | ⏱️ Read time: 14 min read Adding evaluation, automated data pulling, and other improvements.

📌 Easy Object Detection with Yolo-NAS 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-08-03 | ⏱️ Read time: 7 min read Le
📌 Easy Object Detection with Yolo-NAS 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-08-03 | ⏱️ Read time: 7 min read Learn how to do object detection with Python using yolo-NAS

📌 An Introduction to Quantile Loss, a.k.a. the Pinball Loss 🗂 Category: DEEP LEARNING 🕒 Date: 2024-08-04 | ⏱️ Read time: 7
📌 An Introduction to Quantile Loss, a.k.a. the Pinball Loss 🗂 Category: DEEP LEARNING 🕒 Date: 2024-08-04 | ⏱️ Read time: 7 min read Learn the intuition behind the metric used to evaluate probabilistic forecasts

📌 Data Value Lineage, meaning at last? 🗂 Category: 🕒 Date: 2024-08-04 | ⏱️ Read time: 10 min read Maximise the business va
📌 Data Value Lineage, meaning at last? 🗂 Category: 🕒 Date: 2024-08-04 | ⏱️ Read time: 10 min read Maximise the business value of your data

📌 The Secret Network of Owls 🗂 Category: DATA SCIENCE 🕒 Date: 2024-08-04 | ⏱️ Read time: 6 min read A data-based tribute t
📌 The Secret Network of Owls 🗂 Category: DATA SCIENCE 🕒 Date: 2024-08-04 | ⏱️ Read time: 6 min read A data-based tribute to the International Owl Awareness Day

📌 How To Learn AI (Roadmap) 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-08-05 | ⏱️ Read time: 11 min read A full brea
📌 How To Learn AI (Roadmap) 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-08-05 | ⏱️ Read time: 11 min read A full breakdown of how you can learn AI this year effectively

📌 ChatGPT vs. Claude vs. Gemini for Data Analysis (Part 1) 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-08-05 | ⏱️ Rea
📌 ChatGPT vs. Claude vs. Gemini for Data Analysis (Part 1) 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-08-05 | ⏱️ Read time: 21 min read Ten Questions to test which AI assistant writes the best SQL

📌 How I Built BeatBuddy: A Web App that Analyzes Your Spotify Data 🗂 Category: DATA SCIENCE 🕒 Date: 2024-08-05 | ⏱️ Read t
📌 How I Built BeatBuddy: A Web App that Analyzes Your Spotify Data 🗂 Category: DATA SCIENCE 🕒 Date: 2024-08-05 | ⏱️ Read time: 11 min read The story behind BeatBuddy, a web app that analyzes what you’re listening to on Spotify

📌 How to Dynamically Restrict Data Import in Power Query 🗂 Category: 🕒 Date: 2024-08-06 | ⏱️ Read time: 9 min read When we
📌 How to Dynamically Restrict Data Import in Power Query 🗂 Category: 🕒 Date: 2024-08-06 | ⏱️ Read time: 9 min read When we have a large amount of data, we might ask: Do I really need…

📌 Segment Anything 2: What Is the Secret Sauce? (A Deep Learner’s Guide) 🗂 Category: DEEP LEARNING 🕒 Date: 2024-08-06 | ⏱️
📌 Segment Anything 2: What Is the Secret Sauce? (A Deep Learner’s Guide) 🗂 Category: DEEP LEARNING 🕒 Date: 2024-08-06 | ⏱️ Read time: 12 min read Foundation + Promptable + Interactive + Video. How?

📌 Gemma vs. Llama vs. Mistral: Exploring Smaller AI Models 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-08-06 | ⏱️ Rea
📌 Gemma vs. Llama vs. Mistral: Exploring Smaller AI Models 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-08-06 | ⏱️ Read time: 16 min read A Comparative Study of Small-Scale Language Models: Evaluating Gemma, Llama 3, and Mistral in Reading…

📌 A Simple Strategy to Improve LLM Query Generation 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-08-06 | ⏱️ Read time:
📌 A Simple Strategy to Improve LLM Query Generation 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-08-06 | ⏱️ Read time: 27 min read Dynamic Few-Shot Prompting

📌 Visualizing Stochastic Regularization for Entity Embeddings 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-08-06 | ⏱️ Read ti
📌 Visualizing Stochastic Regularization for Entity Embeddings 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-08-06 | ⏱️ Read time: 15 min read A glimpse into how neural networks perceive categoricals and their hierarchies

📌 Seven Key Features You Should Know for Creating Professional Visualizations with Plotly 🗂 Category: DATA VISUALIZATION 🕒
📌 Seven Key Features You Should Know for Creating Professional Visualizations with Plotly 🗂 Category: DATA VISUALIZATION 🕒 Date: 2024-08-06 | ⏱️ Read time: 5 min read Create Visualizations at the Level of Leading Newspapers

📌 How I Became a Data Scientist at Meta Without A “Perfect” Degree 🗂 Category: CAREER ADVICE 🕒 Date: 2024-08-06 | ⏱️ Read
📌 How I Became a Data Scientist at Meta Without A “Perfect” Degree 🗂 Category: CAREER ADVICE 🕒 Date: 2024-08-06 | ⏱️ Read time: 15 min read 4 jobs and 2 career pivots

📌 Data Visualization Explained (Part 3): The Role of Color 🗂 Category: DATA VISUALIZATION 🕒 Date: 2025-10-08 | ⏱️ Read tim
📌 Data Visualization Explained (Part 3): The Role of Color 🗂 Category: DATA VISUALIZATION 🕒 Date: 2025-10-08 | ⏱️ Read time: 7 min read A simple and powerful guide to using color for more impactful data stories.

📌 Scale Your Productivity: Leveraging AWS Gen AI to Summarize Meeting Notes in Seconds 🗂 Category: DATA SCIENCE 🕒 Date: 20
📌 Scale Your Productivity: Leveraging AWS Gen AI to Summarize Meeting Notes in Seconds 🗂 Category: DATA SCIENCE 🕒 Date: 2024-08-06 | ⏱️ Read time: 18 min read A comprehensive walkthrough on how one can utilize AWS Lambda, Bedrock, and S3 to create…

📌 Visualising Strava Race Analysis 🗂 Category: 🕒 Date: 2024-08-06 | ⏱️ Read time: 17 min read Two New Graphs That Compare
📌 Visualising Strava Race Analysis 🗂 Category: 🕒 Date: 2024-08-06 | ⏱️ Read time: 17 min read Two New Graphs That Compare Runners on the Same Event