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228 技术与应用3 352...

📈 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 40 205 名订阅者，在 技术与应用 类别中位列第 3 352，并在 叙利亚 地区排名第 228 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 40 205 名订阅者。

根据 02 七月, 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 343，过去 24 小时变化为 10，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 1.99%。内容发布后 24 小时内通常能获得 2.28% 的反应，占订阅者总量。
帖子覆盖： 每篇帖子平均可获得 800 次浏览，首日通常累积 915 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 03 七月, 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。

40 205

订阅者

+1024 小时

+837 天

+34330 天

800

帖子浏览量

~ 91524 小时

~ 1 23548 小时

1.99%

参与率

~ 3

每日帖子数

Ads index

beta

帖子存档

40 210

📌 TimesFM: The Boom of Foundation Models in Time Series Forecasting 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-09-20 | ⏱️ Read time: 14 min read Explore How Google’s Latest AI Model Delivers Zero-Shot Forecasting Accuracy Using Over 307 Billion Data…

40 210

📌 Topic Modelling Your Personal Data 🗂 Category: 🕒 Date: 2024-09-21 | ⏱️ Read time: 29 min read Using Traditional and Transformer Models to Explore Personal Data Stored by Brokers

40 210

📌 Reinforcement Learning, Part 8: Feature State Construction 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-09-21 | ⏱️ Read time: 17 min read Enhancing linear methods by smartly incorporating state features into the learning objective

40 210

“Nobody believed you could grow small capital—until I saw this.” $1,000 turned into real profit before my eyes. The secret? Bonus fuel & copytrading with Elite Gold. Want proof? See how it’s actually done before the bonus ends. #ad InsideAds

40 210

📌 A Basic Introduction to Quantum GANs 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-09-21 | ⏱️ Read time: 11 min read “Quantum computing just becomes vastly simpler once you take the physics out of it.”

40 210

📌 An Intuitive Guide to Integrate SQL and Python for Data Science 🗂 Category: DATA SCIENCE 🕒 Date: 2024-09-21 | ⏱️ Read time: 11 min read Learn to master MySQL connector, a Python library that enables to interact with MYSQL database

40 210

📌 Proxy SHAP: Speed Up Explainability with Simpler Models 🗂 Category: DATA SCIENCE 🕒 Date: 2024-09-21 | ⏱️ Read time: 7 min read A Practical Guide to Efficient SHAP Computation

40 210

📌 The Machine Learning Lessons I’ve Learned This Month 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-09-30 | ⏱️ Read time: 7 min read September 2025: library or self-made, Ditto and Launchbar, reading widely and deeply

40 210

📌 How to Build Effective Agentic Systems with LangGraph 🗂 Category: AGENTIC AI 🕒 Date: 2025-09-30 | ⏱️ Read time: 12 min read Create AI workflows with agentic frameworks

40 210

📌 Actual Intelligence in the Age of AI 🗂 Category: AUTHOR SPOTLIGHTS 🕒 Date: 2025-09-30 | ⏱️ Read time: 11 min read Jarom Hulet on mastering fundamentals, hiring well, and deciding what to write about next

40 210

📌 Beyond ROC-AUC and KS: The Gini Coefficient, Explained Simply 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-30 | ⏱️ Read time: 7 min read Understanding Gini and Lorenz curves for smarter model evaluation

40 210

Repost from Machine Learning with Python

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

40 210

Ever wondered why the same grape can taste wildly different from one bottle to another? The answer lies in the secrets of terroir, winemaking, and those rare finds only true wine lovers discover. Unlock a world of honest reviews, tasting notes, and hidden gems—subscribe to Simply Wine | Great Wine Lover and turn every glass into a new adventure! #ad InsideAds

40 210

📌 Hands-On Numerical Derivative with Python, from Zero to Hero 🗂 Category: DATA SCIENCE 🕒 Date: 2024-09-22 | ⏱️ Read time: 10 min read Here’s everything you need to know (beyond the standard definition) to master the numerical derivative…

40 210

📌 How I Deal with Hallucinations at an AI Startup 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-09-22 | ⏱️ Read time: 8 min read And the difference between weak vs strong grounding

40 210

📌 Data Empowers Business 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-09-22 | ⏱️ Read time: 10 min read Exploiting the full potential of universal data supply

40 210

📌 Build Your Agents from Scratch 🗂 Category: 🕒 Date: 2024-09-23 | ⏱️ Read time: 8 min read Design your own agents without any framework

40 210

📌 Embeddings Are Kind of Shallow 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2024-09-23 | ⏱️ Read time: 33 min read What I learned doing semantic search on U.S. Presidents with four language model embeddings

40 210

📌 Programming an Arduino with CrewAI Agents 🗂 Category: PROGRAMMING 🕒 Date: 2024-09-23 | ⏱️ Read time: 7 min read An interaction between electronics and LLMs

40 210

📌 Breaking It Down : Chunking Techniques for Better RAG 🗂 Category: 🕒 Date: 2024-09-23 | ⏱️ Read time: 19 min read Mastering chunking for efficient retrieval in RAG systems