Machine Learning

Kanalga Telegram’da o‘tish

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 Suriya227 Texnologiyalar & Aralashmalar3 343...

📈 Telegram kanali Machine Learning analitikasi

Machine Learning (@machinelearning9) Ingliz til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 40 251 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, 40 251 obunachiga ega bo‘ldi.

05 Iyul, 2026 dagi oxirgi ma’lumotlarga ko‘ra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 346 ga, so‘nggi 24 soatda esa 22 ga o‘zgardi va umumiy qamrov yuqori darajada qolmoqda.

Tasdiqlash holati: Tasdiqlanmagan
Jalb etish (ER): Auditoriya o‘rtacha 1.97% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 1.86% ini tashkil etuvchi reaksiyalarni to‘playdi.
Post qamrovi: Har bir post o‘rtacha 794 marta ko‘riladi; birinchi sutkada odatda 749 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 06 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.

40 251

Obunachilar

+2224 soatlar

+987 kunlar

+34630 kunlar

794

Post ko'rishlar

~ 74924 soatlar

~ 98448 soatlar

1.97%

Muloqot nisbati

~ 3

Kuniga postlar

Ads index

beta

Postlar arxiv

40 251

📌 How to Reduce Python Runtime for Demanding Tasks 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-17 | ⏱️ Read time: 8 min read Practical techniques to accelerate heavy workloads with GPU optimization in Python

40 251

📌 From Local to Cloud: Estimating GPU Resources for Open-Source LLMs 🗂 Category: 🕒 Date: 2024-11-18 | ⏱️ Read time: 4 min read Estimating GPU memory for deploying the latest open-source LLMs

40 251

📌 Data Validation with Pandera in Python 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-18 | ⏱️ Read time: 10 min read Validating your Dataframes for Production ML Pipelines

40 251

📌 Creating a frontend for your ML application with Vercel V0 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-11-18 | ⏱️ Read time: 9 min read Develop an appealing frontend application using v0 by Vercel

40 251

📌 Navigating Networks with NetworkX: A Short Guide to Graphs in Python 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-18 | ⏱️ Read time: 16 min read Explore NetworkX for building, analyzing, and visualizing graphs in Python. Discovering Insights in Connected Data.

40 251

📌 Increasing Transformer Model Efficiency Through Attention Layer Optimization 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-18 | ⏱️ Read time: 16 min read How paying “better” attention can drive ML cost savings

40 251

📌 The Metrics of Continual Learning 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-18 | ⏱️ Read time: 4 min read These three metrics are commonly used

40 251

📌 Building a Local Voice Assistant with LLMs and Neural Networks on Your CPU Laptop 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-19 | ⏱️ Read time: 6 min read A practical guide to run lightweight LLMs using python

40 251

📌 Dance between dense and sparse embeddings: Enabling Hybrid Search in LangChain-Milvus 🗂 Category: 🕒 Date: 2024-11-19 | ⏱️ Read time: 7 min read Dance Between Dense and Sparse Embeddings: Enabling Hybrid Search in LangChain-Milvus How to create and…

40 251

📌 Multimodal Models – LLMs that can see and hear 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-11-19 | ⏱️ Read time: 10 min read An introduction with example Python code

40 251

📌 The Root Cause of Why Organizations Fail With Data & AI 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-19 | ⏱️ Read time: 34 min read A guide to be successful with the strategic groundwork required

40 251

📌 NLP Illustrated, Part 1: Text Encoding 🗂 Category: DEEP LEARNING 🕒 Date: 2024-11-19 | ⏱️ Read time: 10 min read An illustrated guide to text-to-number translation, with code

40 251

📌 Linear programming: Integer Linear Programming with Branch and Bound 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-19 | ⏱️ Read time: 11 min read Part 4: Extending linear programming optimization to discrete decision variables

40 251

📌 Third-Year Work Anniversary as a Data Scientist: Growth, Reflections and Acceptance 🗂 Category: CAREER ADVICE 🕒 Date: 2024-11-19 | ⏱️ Read time: 8 min read A letter to myself and fellow data scientists

40 251

📌 How to Answer Business Questions with Data 🗂 Category: BUSINESS 🕒 Date: 2024-11-19 | ⏱️ Read time: 15 min read Data analysis is the key to drive business decisions through answering abstract business questions but…

40 251

📌 Collision Risk in Hash-Based Surrogate Keys 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-11-20 | ⏱️ Read time: 14 min read Various aspects and real-life analogies of the odds of having a hash collision when computing…

40 251

📌 Einstein Notation: A New Lens on Transformers 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-11-20 | ⏱️ Read time: 9 min read Transforming the Math of the Transformer Model

40 251

📌 Water Cooler Small Talk: Why Does the Monty Hall Problem Still Bother Us? 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-20 | ⏱️ Read time: 10 min read A look at the counterintuitive mathematics of game show puzzles

40 251

📌 LoRA Fine-Tuning On Your Apple Silicon MacBook 🗂 Category: 🕒 Date: 2024-11-20 | ⏱️ Read time: 11 min read Let’s Go Step-By-Step Fine-Tuning On Your MacBook

40 251

📌 Building a Research Agent That Can Write to Google Docs (Part 1) 🗂 Category: 🕒 Date: 2024-11-20 | ⏱️ Read time: 18 min read A tool that might help with your homework