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227 技术与应用3 336...

📈 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 40 229 名订阅者，在 技术与应用 类别中位列第 3 336，并在 叙利亚 地区排名第 227 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 40 229 名订阅者。

根据 04 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 16，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 1.92%。内容发布后 24 小时内通常能获得 1.89% 的反应，占订阅者总量。
帖子覆盖： 每篇帖子平均可获得 771 次浏览，首日通常累积 761 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 05 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。

40 229

订阅者

+1624 小时

+837 天

+34330 天

771

帖子浏览量

~ 76124 小时

~ 1 00448 小时

1.92%

参与率

~ 3

每日帖子数

Ads index

beta

帖子存档

40 237

📌 Building a PubMed Dataset 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-10-31 | ⏱️ Read time: 6 min read Step-by-Step Instructions for Constructing a Dataset of PubMed-Listed Publications on Cardiovascular Disease Research

40 237

📌 Minimum Viable MLE 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-31 | ⏱️ Read time: 8 min read Building a minimal production-ready sentiment analysis model

40 237

Join today and get 150% bonus! We will turn £100->£250 #ad InsideAds

40 237

📌 Les Miserables Social Network Analysis Using Marimo Notebooks and the NetworkX Python library 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-31 | ⏱️ Read time: 16 min read Build a Marimo notebook using NetworkX Python library, uncovering the hidden structures in Victor Hugo’s…

40 237

📌 How To Specialize In Data Science / Machine Learning 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-10-31 | ⏱️ Read time: 8 min read Is it better to be a generalist or specialist?

40 237

📌 LLM Evaluation, AI Side Projects, User-Friendly Data Tables, and Other October Must-Reads 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-31 | ⏱️ Read time: 4 min read The stories that resonated the most with our community in the past month

40 237

📌 How I Improved My Productivity as a Data Scientist with Two Small Habits 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-31 | ⏱️ Read time: 8 min read How to incorporate these habits into your daily routine

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📌 The Savant Syndrome: Is Pattern Recognition Equivalent to Intelligence? 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-10-31 | ⏱️ Read time: 15 min read Exploring the limits of artificial intelligence: why mastering patterns may not equal genuine reasoning

40 237

📌 Game Theory, Part 2 – Nice Guys Finished First 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-31 | ⏱️ Read time: 8 min read Iterated Prisoner’s Dilemma Shows Nice Guys Can Finish First

40 237

📌 TIME-MOE: Billion-Scale Time Series Foundation Model with Mixture-of-Experts 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-10-31 | ⏱️ Read time: 9 min read And open-source as well!

40 237

📌 Awesome Plotly with Code Series (Part 3): Highlighting Bars in the Long Tails 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-01 | ⏱️ Read time: 7 min read Who said that the longer tails are not important? Let’s give them a proper way…

40 237

📌 On the Programmability of AWS Trainium and Inferentia 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-01 | ⏱️ Read time: 14 min read Accelerating AI/ML Model Training with Custom Operators – Part 4

40 237

📌 Build and Deploy a Multi-File RAG App to the Web 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-01 | ⏱️ Read time: 10 min read Part 2 – Deploying to the web using Hugging Face Spaces

40 237

📌 Multimodal AI Search for Business Applications 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-01 | ⏱️ Read time: 19 min read Enabling businesses to extract real value from their data

40 237

📌 Choosing and Implementing Hugging Face Models 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-11-01 | ⏱️ Read time: 10 min read Pulling pre-trained models out of the box for your use case

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📌 Unpopular Opinion: It’s Harder Than Ever to Be a Good Data Scientist 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-01 | ⏱️ Read time: 32 min read What working as a data scientist at various companies and industries over the past 6+…

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📌 Unsupervised LLM Evaluations 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-11-02 | ⏱️ Read time: 14 min read Practitioners guide to judging outputs of large language models

40 237

📌 MOIRAI-MOE: Upgrading MOIRAI with Mixture-of-Experts for Enhanced Forecasting 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-02 | ⏱️ Read time: 10 min read The popular foundation time-series model just got an update!

40 237

📌 A Simple Example Using PCA for Outlier Detection 🗂 Category: 🕒 Date: 2024-11-02 | ⏱️ Read time: 24 min read Improve accuracy, speed, and memory usage by performing PCA transformation before outlier detection

40 237

📌 Should you learn how to code in the next decade? 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-02 | ⏱️ Read time: 7 min read Or will AI eat up all the software in the world?