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:📈 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 40 310 名订阅者，在 技术与应用 类别中位列第 3 332，并在 叙利亚 地区排名第 225 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 40 310 名订阅者。
根据 09 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 378，过去 24 小时变化为 30，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 2.23%。内容发布后 24 小时内通常能获得 1.95% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 897 次浏览，首日通常累积 788 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 10 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。
40 310
订阅者
+3024 小时
+1067 天
+37830 天
帖子存档
40 323
📌 5 Essential Tips Learned from My Data Science Journey
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-02 | ⏱️ Read time: 7 min read
Personal reflections on my 10-year data odyssey
40 323
📌 Awesome Plotly with code series (Part 9): To dot, to slope or to stack?
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-02 | ⏱️ Read time: 14 min read
Simple methods to replace cluttered bar charts with crisp, reader-friendly visuals.
40 323
📌 Supercharge Your RAG with Multi-Agent Self-RAG
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-02-05 | ⏱️ Read time: 15 min read
Introduction Many of us might have tried to build a RAG application and noticed it…
40 323
📌 Training Large Language Models: From TRPO to GRPO
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-02-05 | ⏱️ Read time: 10 min read
DeepSeek has recently made quite a buzz in the AI community, thanks to its impressive…
40 323
📌 Myths vs. Data: Does an Apple a Day Keep the Doctor Away?
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-05 | ⏱️ Read time: 10 min read
Introduction “Money can’t buy happiness.” “You can’t judge a book by its cover.” “An apple…
40 323
📌 A Visual Guide to How Diffusion Models Work
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-02-06 | ⏱️ Read time: 26 min read
This article is aimed at those who want to understand exactly how diffusion models work,…
40 323
📌 Deep Dive into WebSockets and Their Role in Client-Server Communication
🗂 Category:
🕒 Date: 2025-02-03 | ⏱️ Read time: 9 min read
How WebSockets work, its tradeoffs, and how to design a real time messaging app
40 323
📌 How to Find Seasonality Patterns in Time Series
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read
Using Fourier Transform to detect seasonal components
40 323
📌 How to Get Promoted as a Data Scientist
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read
Advice from a Lead Data Scientist with 2 promotions in under 2 years
40 323
📌 Neural Networks – Intuitively and Exhaustively Explained
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-03 | ⏱️ Read time: 28 min read
An in-depth exploration of the most fundamental architecture in modern AI.
40 323
📌 Show and Tell
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-02-03 | ⏱️ Read time: 18 min read
Implementing one of the earliest neural image caption generator models with PyTorch.
40 323
📌 Towards Data Science is Launching as an Independent Publication
🗂 Category:
🕒 Date: 2025-02-03 | ⏱️ Read time: 7 min read
Since founding Towards Data Science in 2016, we’ve built the largest publication on Medium with…
40 323
📌 ML Feature Management: A Practical Evolution Guide
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-02-04 | ⏱️ Read time: 5 min read
In the world of machine learning, we obsess over model architectures, training pipelines, and hyper-parameter…
40 323
“No one ever told me the secret to waking up UNSTOPPABLE—until I found this…”
Want to know the 2 habits that turned average minds into legends? Don’t make the mistake I did—miss out.
Here’s what changed everything
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40 323
📌 From Resume to Cover Letter Using AI and LLM, with Python and Streamlit
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-02-05 | ⏱️ Read time: 16 min read
DISCLAIMER: The idea of doing Cover Letter or even Resume with AI does not obviously…
40 323
📌 Supercharge Your RAG with Multi-Agent Self-RAG
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-02-05 | ⏱️ Read time: 15 min read
Introduction Many of us might have tried to build a RAG application and noticed it…
40 323
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40 323
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