Machine Learning

前往频道在 Telegram

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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网络:Machine Learning with Python 叙利亚232 技术与应用3 402...

📈 Telegram 频道 Machine Learning 的分析概览

频道 Machine Learning (@machinelearning9) 英语语言赛道中的是活跃参与者。目前社区聚集了 40 057 名订阅者，在 技术与应用 类别中位列第 3 402，并在 叙利亚 地区排名第 232 位。

📊 受众指标与增长动态

自 невідомо 创建以来，项目保持高速增长，吸引了 40 057 名订阅者。

根据 22 六月, 2026 的最新数据，频道保持稳定运转。过去 30 天订阅人数变化为 372，过去 24 小时变化为 2，整体触达仍然可观。

认证状态： 未认证
互动率 (ER)： 平均受众互动率为 1.94%。内容发布后 24 小时内通常能获得 1.16% 的反应，占订阅者总量。
帖子覆盖： 每篇帖子平均可获得 775 次浏览，首日通常累积 466 次浏览。
互动与反馈： 受众积极参与，单帖平均反应数为 3。
主题关注点： 内容集中在 distance, insidead, gpu, learning, degree 等核心主题上。

📝 描述与内容策略

作者将该频道定位为表达主观观点的平台：
“Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho”

凭借高频更新（最新数据采集于 23 六月, 2026），频道始终保持新鲜度与高覆盖。分析显示受众积极互动，使其成为 技术与应用 类别中的关键影响点。

40 057

订阅者

+224 小时

+237 天

+37230 天

775

帖子浏览量

~ 46624 小时

~ 62048 小时

1.94%

参与率

~ 3

每日帖子数

Ads index

beta

帖子存档

40 064

📌 I Replaced Vector DBs with Google’s Memory Agent Pattern for my notes in Obsidian 🗂 Category: MACHINE LEARNING 🕒 Date: 2026-04-03 | ⏱️ Read time: 13 min read Persistent AI memory without embeddings, Pinecone, or a PhD in similarity search. #DataScience #AI #Python

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📌 DenseNet Paper Walkthrough: All Connected 🗂 Category: DEEP LEARNING 🕒 Date: 2026-04-03 | ⏱️ Read time: 20 min read When we try to train a very deep neural network model, one issue that we… #DataScience #AI #Python

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Repost from Learn Python Coding

This channels is for Programmers, Coders, Software Engineers. 0️⃣ Python 1️⃣ Data Science 2️⃣ Machine Learning 3️⃣ Data Visualization 4️⃣ Artificial Intelligence 5️⃣ Data Analysis 6️⃣ Statistics 7️⃣ Deep Learning 8️⃣ programming Languages ✅ https://t.me/addlist/8_rRW2scgfRhOTc0 ✅ https://t.me/Codeprogrammer

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Hash2Cash: BTC Cloud Mining Platform on TON Hash2Cash Mine Bitcoin without buying hardware. Hash2Cash connects you to real ASIC miners through a Telegram bot. Choose your hashrate, pay with TON, and track performance in real time. No equipment, no electricity bills, no maintenance. All mining infrastructure is managed for you. Open the bot to explore available plans and see how cloud mining works. Ad. 18+

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📌 Linear Regression Is Actually a Projection Problem (Part 2: From Projections to Predictions) 🗂 Category: DATA SCIENCE 🕒 Date: 2026-04-02 | ⏱️ Read time: 17 min read The Vector View of Least Squares. #DataScience #AI #Python

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📌 Quantum Simulations with Python 🗂 Category: QUANTUM COMPUTING 🕒 Date: 2026-04-02 | ⏱️ Read time: 5 min read Run Quantum Experiments with Qiskit-Aer #DataScience #AI #Python

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📌 How to Handle Classical Data in Quantum Models? 🗂 Category: QUANTUM COMPUTING 🕒 Date: 2026-04-02 | ⏱️ Read time: 11 min read Workflows and encoding techniques in quantum machine learning #DataScience #AI #Python

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📌 What Happens Now That AI is the First Analyst On Your Team? 🗂 Category: DATA ANALYSIS 🕒 Date: 2026-04-01 | ⏱️ Read time: 7 min read How I am adapting in my career in the age of AI, automation, and when… #DataScience #AI #Python

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📌 How Can A Model 10,000× Smaller Outsmart ChatGPT? 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2026-04-01 | ⏱️ Read time: 11 min read Why thinking longer can matter more than being bigger #DataScience #AI #Python

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📌 The Inversion Error: Why Safe AGI Requires an Enactive Floor and State-Space Reversibility 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2026-04-01 | ⏱️ Read time: 29 min read A systems design diagnosis of hallucination, corrigibility, and the structural gap that scaling cannot close #DataScience #AI #Python

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📌 How to Make Claude Code Better at One-Shotting Implementations 🗂 Category: LLM 🕒 Date: 2026-03-31 | ⏱️ Read time: 8 min read Make your coding agent more efficient #DataScience #AI #Python

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📌 The Map of Meaning: How Embedding Models “Understand” Human Language 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2026-03-31 | ⏱️ Read time: 12 min read Learn why embedding models are like a GPS for meaning. Instead of searching for exact… #DataScience #AI #Python

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Repost from Kaggle Data Hub

📊 Data Science Cheat Sheets 📦 596.3 MB | 👍 5.5K | ⬇️ 73.4K 📡 @DATASETS1

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Repost from Machine Learning with Python

Follow the Machine Learning with Python channel on WhatsApp: https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A

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📌 Turning 127 Million Data Points Into an Industry Report 🗂 Category: DATA SCIENCE 🕒 Date: 2026-03-31 | ⏱️ Read time: 7 min read What I learned about data wrangling, segmentation, and storytelling while building an application security report… #DataScience #AI #Python

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📌 Building a Personal AI Agent in a couple of Hours 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2026-03-31 | ⏱️ Read time: 16 min read I’ve been so surprised by how fast individual builders can now ship real and useful… #DataScience #AI #Python

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📌 Why Data Scientists Should Care About Quantum Computing 🗂 Category: AUTHOR SPOTLIGHTS 🕒 Date: 2026-03-30 | ⏱️ Read time: 6 min read Sara A. Metwalli on the rise of a promising new technology, the effects of LLM… #DataScience #AI #Python

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📌 How to Lie with Statistics with your Robot Best Friend 🗂 Category: SCIENCE 🕒 Date: 2026-03-30 | ⏱️ Read time: 12 min read What is p hacking, is it bad, and can you get ai to do it… #DataScience #AI #Python

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📌 Explainable AI in Production: A Neuro-Symbolic Model for Real-Time Fraud Detection 🗂 Category: MACHINE LEARNING 🕒 Date: 2026-03-30 | ⏱️ Read time: 16 min read SHAP needs 30 ms to explain a fraud prediction. That explanation is stochastic, runs after… #DataScience #AI #Python

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📌 How to Become an AI Engineer Fast (Skills, Projects, Salary) 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2026-03-29 | ⏱️ Read time: 12 min read Spoiler, it will take longer than 3 months #DataScience #AI #Python