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 40 346 名订阅者，在 技术与应用 类别中位列第 3 329，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 40 346 名订阅者。
根据 11 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 393，过去 24 小时变化为 17，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 2.29%。内容发布后 24 小时内通常能获得 1.74% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 924 次浏览，首日通常累积 702 次浏览。
- 互动与反馈： 受众积极参与，单帖平均反应数为 4。
- 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 12 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。
40 346
订阅者
+1724 小时
+1237 天
+39330 天
帖子存档
40 352
📌 The End-to-End Data Scientist’s Prompt Playbook
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-09-08 | ⏱️ Read time: 10 min read
Part 3: Prompts for docs, DevOps, and stakeholder communication
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“It’s time to get these done.”
Why are US lawmakers suddenly rushing crypto bills? What’s NEXT after BlackRock bought $416M in Bitcoin? No one tells you the full story – except here.
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📌 Become a Better Data Scientist with These Prompt Engineering Tips and Tricks
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-06-30 | ⏱️ Read time: 11 min read
Part 1: prompt engineering for planning, cleaning, and EDA
40 352
📌 From Pixels to Plots
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-30 | ⏱️ Read time: 16 min read
How I built an AI-powered prototype to turn images into insights
40 352
📌 Lessons Learned After 6.5 Years Of Machine Learning
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-06-30 | ⏱️ Read time: 7 min read
Deep work, trends, data, and research
40 352
📌 A Gentle Introduction to Backtracking
🗂 Category: DATA SCIENCE
🕒 Date: 2025-06-30 | ⏱️ Read time: 7 min read
Conceptual overview and hands-on examples
40 352
📌 Prescriptive Modeling Makes Causal Bets – Whether You Know it or Not!
🗂 Category: DATA SCIENCE
🕒 Date: 2025-06-30 | ⏱️ Read time: 16 min read
An explanation of the causal assumption implicit in prescriptive modeling and how to satisfy it.
40 352
📌 From Reporting to Reasoning: How AI Is Rewriting the Rules of Data App Development
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-01 | ⏱️ Read time: 2 min read
Explore the shift from static reports to intelligent apps with our first ebook.
40 352
📌 Revisiting Benchmarking of Tabular Reinforcement Learning Methods
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-07-01 | ⏱️ Read time: 9 min read
Introducing a modular framework and improving model performance.
40 352
📌 Implementing IBCS rules in Power BI
🗂 Category: DATA VISUALIZATION
🕒 Date: 2025-07-01 | ⏱️ Read time: 12 min read
Is there a way to use the out-of-the-box features of Power BI to be IBCS…
40 352
📌 An Introduction to Remote Model Context Protocol Servers
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-01 | ⏱️ Read time: 15 min read
Writing, testing and using them.
40 352
📌 STOP Building Useless ML Projects – What Actually Works
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-01 | ⏱️ Read time: 7 min read
How to find machine learning projects that will get you hired.
40 352
📌 How to Access NASA’s Climate Data — And How It’s Powering the Fight Against Climate Change Pt. 1
🗂 Category: DATA SCIENCE
🕒 Date: 2025-07-01 | ⏱️ Read time: 11 min read
From architectural design to food security.
40 352
📌 How to Maximize Technical Events — NVIDIA GTC Paris 2025
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-02 | ⏱️ Read time: 10 min read
Learn about my experience at NVIDIA GTC Paris 25, and how you can get the…
40 352
📌 Why We Should Focus on AI for Women
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-02 | ⏱️ Read time: 6 min read
A simulation study on gender disparities entrenched in AI.
40 352
📌 Four AI Minds in Concert: A Deep Dive into Multimodal AI Fusion
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-07-02 | ⏱️ Read time: 36 min read
Introduction: From System Architecture to Algorithmic Execution In my previous article, I explored the architectural…
40 352
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40 352
📌 Interactive Data Exploration for Computer Vision Projects with Rerun
🗂 Category: COMPUTER VISION
🕒 Date: 2025-07-02 | ⏱️ Read time: 6 min read
Analyse dynamic signals in a computer vision pipeline in Python using OpenCV and Rerun
40 352
📌 Software Engineering in the LLM Era
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-07-02 | ⏱️ Read time: 13 min read
On growing new software engineers, even when it’s inefficient
40 352
📌 Taking ResNet to the Next Level | ResNeXt
🗂 Category: DEEP LEARNING
🕒 Date: 2025-07-02 | ⏱️ Read time: 25 min read
Understanding how ResNeXt improves upon ResNet, with a comprehensive PyTorch implementation guide
