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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

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Machine Learning (@machinelearning9) Ingliz til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 40 373 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 3 327-o'rinni va Suriya mintaqasida 225-o'rinni egallagan.

📊 Auditoriya ko‘rsatkichlari va dinamika

невідомо sanasidan buyon loyiha tez o‘sib, 40 373 obunachiga ega bo‘ldi.

12 Iyul, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 399 ga, so‘nggi 24 soatda esa 24 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.

  • Tasdiqlash holati: Tasdiqlanmagan
  • Jalb etish (ER): Auditoriya o‘rtacha 2.42% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 1.74% ini tashkil etuvchi reaksiyalarni to‘playdi.
  • Post qamrovi: Har bir post o‘rtacha 979 marta ko‘riladi; birinchi sutkada odatda 703 ta ko‘rish yig‘iladi.
  • Reaksiyalar va o‘zaro ta’sir: Auditoriya faol: har bir postga o‘rtacha 4 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 13 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.

40 373
Obunachilar
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Postlar arxiv
📌 How to Import Pre-Annotated Data into Label Studio and Run the Full Stack with Docker 🗂 Category: DATA SCIENCE 🕒 Date: 2
📌 How to Import Pre-Annotated Data into Label Studio and Run the Full Stack with Docker 🗂 Category: DATA SCIENCE 🕒 Date: 2025-08-29 | ⏱️ Read time: 9 min read From VOC to JSON: Importing pre-annotations made simple

📌 Unlocking Multimodal Video Transcription with Gemini 🗂 Category: LLM APPLICATIONS 🕒 Date: 2025-08-29 | ⏱️ Read time: 66
📌 Unlocking Multimodal Video Transcription with Gemini 🗂 Category: LLM APPLICATIONS 🕒 Date: 2025-08-29 | ⏱️ Read time: 66 min read Explore how to transcribe videos with speaker identification in a single prompt

📌 Toward Digital Well-Being: Using Generative AI to Detect and Mitigate Bias in Social Networks 🗂 Category: ARTIFICIAL INTE
📌 Toward Digital Well-Being: Using Generative AI to Detect and Mitigate Bias in Social Networks 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-08-29 | ⏱️ Read time: 9 min read This research answered the question: How can machine learning and artificial intelligence help us to…

📌 Marginal Effect of Hyperparameter Tuning with XGBoost 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-08-29 | ⏱️ Read time: 17
📌 Marginal Effect of Hyperparameter Tuning with XGBoost 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-08-29 | ⏱️ Read time: 17 min read Demystifying Bayesian hyperparameter optimization and comparing hyperparameter tuning paradigms

📌 Crafting a Custom Voice Assistant with Perplexity 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-08-30 | ⏱️ Read time: 1
📌 Crafting a Custom Voice Assistant with Perplexity 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-08-30 | ⏱️ Read time: 10 min read How to build a fully functional, hands-free voice assistant on a Raspberry Pi

📌 Understanding Matrices | Part 4: Matrix Inverse 🗂 Category: MATH 🕒 Date: 2025-08-30 | ⏱️ Read time: 18 min read The phys
📌 Understanding Matrices | Part 4: Matrix Inverse 🗂 Category: MATH 🕒 Date: 2025-08-30 | ⏱️ Read time: 18 min read The physical meaning of matrix inversion, related formulas, and how inversion behaves on several special…

📌 The Machine Learning Lessons I’ve Learned This Month 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-08-31 | ⏱️ Read time: 5 m
📌 The Machine Learning Lessons I’ve Learned This Month 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-08-31 | ⏱️ Read time: 5 min read August 2025: logging, lab notebooks, overnight runs

📌 How to Develop a Bilingual Voice Assistant 🗂 Category: LLM APPLICATIONS 🕒 Date: 2025-08-31 | ⏱️ Read time: 8 min read Ex
📌 How to Develop a Bilingual Voice Assistant 🗂 Category: LLM APPLICATIONS 🕒 Date: 2025-08-31 | ⏱️ Read time: 8 min read Exploring ways to make voice assistants more personal

📌 The Generalist: The New All-Around Type of Data Professional? 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-01 | ⏱️ Read time
📌 The Generalist: The New All-Around Type of Data Professional? 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-01 | ⏱️ Read time: 6 min read Is over-specialization ending and are data generalists on the rise?

📌 Writing Is Thinking 🗂 Category: AUTHOR SPOTLIGHTS 🕒 Date: 2025-09-02 | ⏱️ Read time: 5 min read Egor Howell on breaking
📌 Writing Is Thinking 🗂 Category: AUTHOR SPOTLIGHTS 🕒 Date: 2025-09-02 | ⏱️ Read time: 5 min read Egor Howell on breaking into ML without a CS degree, surviving 80+ interviews, and what…

📌 3 Greedy Algorithms for Decision Trees, Explained with Examples 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-09-02 | ⏱️ Rea
📌 3 Greedy Algorithms for Decision Trees, Explained with Examples 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-09-02 | ⏱️ Read time: 12 min read Learn the inner workings of decision trees

📌 What is Universality in LLMs? How to Find Universal Neurons 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-09-02 | ⏱️ Re
📌 What is Universality in LLMs? How to Find Universal Neurons 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-09-02 | ⏱️ Read time: 5 min read How independently trained transformers form same the neurons

📌 How to Scale Your AI Search to Handle 10M Queries with 5 Powerful Techniques 🗂 Category: CONVERSATIONAL AI 🕒 Date: 2025-
📌 How to Scale Your AI Search to Handle 10M Queries with 5 Powerful Techniques 🗂 Category: CONVERSATIONAL AI 🕒 Date: 2025-09-02 | ⏱️ Read time: 9 min read Optimize your AI search with RAG, contextual retrieval and evaluations

📌 Implementing the Caesar Cipher in Python 🗂 Category: PROGRAMMING 🕒 Date: 2025-09-02 | ⏱️ Read time: 7 min read Julius Ca
📌 Implementing the Caesar Cipher in Python 🗂 Category: PROGRAMMING 🕒 Date: 2025-09-02 | ⏱️ Read time: 7 min read Julius Caesar was a Roman ruler known for his military strategies and excellent leadership. Named…

📌 A Deep Dive into RabbitMQ & Python’s Celery: How to Optimise Your Queues 🗂 Category: PROGRAMMING 🕒 Date: 2025-09-02 | ⏱️
📌 A Deep Dive into RabbitMQ & Python’s Celery: How to Optimise Your Queues 🗂 Category: PROGRAMMING 🕒 Date: 2025-09-02 | ⏱️ Read time: 12 min read Key lessons I’ve learned running RabbitMQ + Celery in production

📌 What Being a Data Scientist at a Startup Really Looks Like 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-03 | ⏱️ Read time: 9
📌 What Being a Data Scientist at a Startup Really Looks Like 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-03 | ⏱️ Read time: 9 min read What I learned about growth, visibility, and chaos over the past five years

📌 Stochastic Differential Equations and Temperature — NASA Climate Data pt. 2 🗂 Category: MATH 🕒 Date: 2025-09-03 | ⏱️ Rea
📌 Stochastic Differential Equations and Temperature — NASA Climate Data pt. 2 🗂 Category: MATH 🕒 Date: 2025-09-03 | ⏱️ Read time: 14 min read The Ornstein-Uhlenbeck process in Python

📌 Hands On Time Series Modeling of Rare Events, with Python 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-03 | ⏱️ Read time: 11
📌 Hands On Time Series Modeling of Rare Events, with Python 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-03 | ⏱️ Read time: 11 min read This is how to model rare events occurrences in a time series in a few…

📌 AI FOMO, Shadow AI, and Other Business Problems 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-09-03 | ⏱️ Read time: 6
📌 AI FOMO, Shadow AI, and Other Business Problems 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-09-03 | ⏱️ Read time: 6 min read What’s the state of AI in business these days, and how much does it cost…

📌 Useful Python Libraries You Might Not Have Heard Of: Freezegun 🗂 Category: PROGRAMMING 🕒 Date: 2025-09-03 | ⏱️ Read time
📌 Useful Python Libraries You Might Not Have Heard Of:  Freezegun 🗂 Category: PROGRAMMING 🕒 Date: 2025-09-03 | ⏱️ Read time: 12 min read Bring time to a standstill in your Python tests