现已上线！2025 年 Telegram 研究 — 年度关键洞察 
Learn Python Coding
前往频道在 Telegram
Learn Python through simple, practical examples and real coding ideas. Clear explanations, useful snippets, and hands-on learning for anyone starting or improving their programming skills. Admin: @HusseinSheikho || @Hussein_Sheikho
显示更多📈 Telegram 频道 Learn Python Coding 的分析概览
频道 Learn Python Coding (@pythonre) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 39 190 名订阅者，在 技术与应用 类别中位列第 3 497，并在 印度 地区排名第 10 504 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 39 190 名订阅者。
根据 11 六月, 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 445，过去 24 小时变化为 15，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 2.22%。内容发布后 24 小时内通常能获得 0.91% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 870 次浏览，首日通常累积 358 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 math, harvard, oxford, supervision, waybienad 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：
“Learn Python through simple, practical examples and real coding ideas. Clear explanations, useful snippets, and hands-on learning for anyone starting or improving their programming skills.
Admin: @HusseinSheikho || @Hussein_Sheikho”
凭借高频更新（最新数据采集于 12 六月, 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。
39 190
订阅者
+1524 小时
+857 天
+44530 天
帖子存档
39 200
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
39 200
Repost from Python Courses & Resources
Loading CSV files into a database using Python.
🖥 By: https://t.me/Python53
⭐️ BEST DATA SCIENCE CHANNELS ON TELEGRAM ⭐️
39 200
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
39 200
Repost from Machine Learning with Python
A Complete Course to Learn Robotics and Perception
Notebook-based book "Introduction to Robotics and Perception" by Frank Dellaert and Seth Hutchinson
github.com/gtbook/robotics
roboticsbook.org/intro.html
#Robotics #Perception #AI #DeepLearning #ComputerVision #RoboticsCourse #MachineLearning #Education #RoboticsResearch #GitHub⚡️ BEST DATA SCIENCE CHANNELS ON TELEGRAM 🌟
39 200
📄 Optimize your Python code with these 14 articles!
📱 If you want to write your Python code faster and more efficiently for data science projects, be sure to have these 14 resources!👇
🏳️🌈 How to write clean Python code?➡️ Link
🏳️🌈 How do you know if your code is optimized or not? ➡️ Link
🏳️🌈 Optimize your code. ➡️ Link
🏳️🌈 Remove the rings. ➡️ Link
🏳️🌈 Write functions faster with these tips ➡️ Link
🏳️🌈 Speed up your code with caching ➡️ Link
🏳️🌈 Make the most of Pandas. ➡️ Link
🏳️🌈 Don't loop over the DataFrame. ➡️ Link
🏳️🌈 Choose the right data. ➡️ Link
🏳️🌈 Use groupby professionally. ➡️ Link
🏳️🌈 Know these 20 Pandas functions. ➡️ Link
🏳️🌈 Data Insight with Pandas Profiling ➡️ Link
🏳️🌈 Make Pandas 1000x faster ➡️ Link
🏳️🌈 Don't make these 10 Pandas mistakes. ➡️ Link
👨💻 Link to access article notebooks:👇
🖥 GitHub-Repos
⚡️ BEST DATA SCIENCE CHANNELS ON TELEGRAM 🌟
39 200
Repost from Machine Learning with Python
Open Guide to Data Structures and Algorithms
A must-read for anyone starting their journey in computer science and programming. This open-access book offers a clear, beginner-friendly introduction to the core concepts of data structures and algorithms, with simple explanations and practical examples. Whether you're a student or a self-learner, this guide is a solid foundation to build your DSA knowledge. Highly recommended for those who want to learn efficiently and effectively.
Read it here:
https://pressbooks.palni.org/anopenguidetodatastructuresandalgorithms
#DSA #Algorithms #DataStructures #ProgrammingBasics #CSforBeginners #OpenSourceLearning #CodingJourney #TechEducation #ComputerScience #PythonBeginners
⚡️ BEST DATA SCIENCE CHANNELS ON TELEGRAM 🌟
39 200
💥 Here is an amazing Python cheat sheet for you all!
#python #cheatsheet
⚡️ BEST DATA SCIENCE CHANNELS ON TELEGRAM 🌟
39 200
Repost from Python Courses & Resources
20 Most Common Magic Methods in Python OOP
https://t.me/Python53 ⚡️
39 200
Repost from Machine Learning with Python
📖 100 Essential Data Science Interview Questions
👨🏻💻 Preparing for a data science interview?
Reviewing fundamental questions is one of the best strategies for success. During the interview, it's crucial to communicate clearly and simply—especially when explaining complex models and data. These 100 carefully selected questions will not only help you impress your interviewer but also boost your confidence throughout the interview process.#DataScienceInterview #TechCareers #InterviewPreparation ⚡️ BEST DATA SCIENCE CHANNELS ON TELEGRAM 🌟
