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 40 323 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 40 323 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。
40 323
订阅者
+3024 小时
+1067 天
+37830 天
帖子存档
40 332
📌 Google’s New AI System Outperforms Physicians in Complex Diagnoses
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-04-17 | ⏱️ Read time: 13 min read
Published in Nature, Google’s new paper advances the future of AI-powered medicine: more automated thus…
40 332
📌 On Data Problems, and How to Solve (or Prevent) Them
🗂 Category: THE VARIABLE
🕒 Date: 2025-04-17 | ⏱️ Read time: 3 min read
This week, we focus on the workflows that can help keep your data focused.
40 332
📌 When Physics Meets Finance: Using AI to Solve Black-Scholes
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-04-17 | ⏱️ Read time: 13 min read
Here’s how to use Physics-Informed Neural Networks to solve Financial Models, with Python.
40 332
📌 Load-Testing LLMs Using LLMPerf
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-04-18 | ⏱️ Read time: 8 min read
Benchmark Claude 3 Sonnet on Amazon Bedrock
40 332
📌 How to Use Gyroscope in Presentations, or Why Take a JoyCon to DPG2025
🗂 Category: PROGRAMMING
🕒 Date: 2025-04-21 | ⏱️ Read time: 19 min read
This article explores how browser-based computational notebooks —particularly the WLJS Notebook —can transform static slides into dynamic,…
40 332
📌 How to Write Queries for Tabular Models with DAX
🗂 Category: DATA ANALYSIS
🕒 Date: 2025-04-21 | ⏱️ Read time: 9 min read
Introduction EVALUATE is the statement to query tabular models. Unfortunately, knowing SQL or any other…
40 332
📌 Beyond the Code: Unconventional Lessons from Empathetic Interviewing
🗂 Category: CAREER ADVICE
🕒 Date: 2025-04-21 | ⏱️ Read time: 12 min read
What LLM Prompts Reveal About Candidates
40 332
📌 Retrieval Augmented Generation (RAG) — An Introduction
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-04-21 | ⏱️ Read time: 7 min read
Given the critical need to keep models updated in a time and cost effective way,…
40 332
📌 Beginner’s Guide to Creating a S3 Storage on AWS
🗂 Category: DATA ENGINEERING
🕒 Date: 2025-04-21 | ⏱️ Read time: 4 min read
How to quickly create cloud storage and access it remotely
40 332
📌 Building a Personal API for Your Data Projects with FastAPI
🗂 Category: DATA SCIENCE
🕒 Date: 2025-04-22 | ⏱️ Read time: 8 min read
Supercharge your data projects by turning your code into a lightweight, reusable API
40 332
📌 (Many) More TDS Contributors Are Now Eligible for Earning Through the Author Payment Program
🗂 Category: WRITING
🕒 Date: 2025-04-22 | ⏱️ Read time: 3 min read
Plus: say hello to our new stats dashboard
40 332
📌 AI Agents Processing Time Series and Large Dataframes
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-04-22 | ⏱️ Read time: 10 min read
Build from Scratch using only Python & Ollama (no GPU, no APIKEY)
40 332
📌 MapReduce: How It Powers Scalable Data Processing
🗂 Category: DATA ENGINEERING
🕒 Date: 2025-04-22 | ⏱️ Read time: 15 min read
An overview of the MapReduce programming model and how it can be used to optimize…
40 332
📌 Is Your Training Data Representative? A Guide to Checking with PSI in Python
🗂 Category: DATA SCIENCE
🕒 Date: 2025-09-10 | ⏱️ Read time: 22 min read
Comparing Variable Distributions Between Two Datasets Using Population Stability Index (PSI) and Cramér’s V.
40 332
📌 How to Get Performance Data from Power BI with DAX Studio
🗂 Category: DATA ANALYSIS
🕒 Date: 2025-04-22 | ⏱️ Read time: 10 min read
Sometimes we have a slow Report, and we need to figure out why. I will…
40 332
📌 Enterprise AI: From Build-or-Buy to Partner-and-Grow
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-04-22 | ⏱️ Read time: 18 min read
How can you get started, and who should implement your first AI projects?
40 332
📌 Explained: How Does L1 Regularization Perform Feature Selection?
🗂 Category: MATHEMATICS
🕒 Date: 2025-04-22 | ⏱️ Read time: 8 min read
Understanding automatic feature-selection performed by L1 (LASSO) Regularization
40 332
📌 Data Science: From School to Work, Part IV
🗂 Category: PROGRAMMING
🕒 Date: 2025-04-23 | ⏱️ Read time: 17 min read
Good practices for testing your Python projects
40 332
📌 Why Most Cyber Risk Models Fail Before They Begin
🗂 Category: CYBERSECURITY
🕒 Date: 2025-04-23 | ⏱️ Read time: 5 min read
The case for quantitative thinking in cyber risk
