Python Programming & AI Resources
前往频道在 Telegram
✅ Python Programming Books ✅ Coding Projects ✅ Important Pdfs ✅ Artificial Intelligence Courses ✅ Data Science Notes For promotions: @love_data Buy ads: https://telega.io/c/pythonproz
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网络:📈 Telegram 频道 Python Programming & AI Resources 的分析概览
频道 Python Programming & AI Resources (@pythonproz) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 13 505 名订阅者，在 技术与应用 类别中位列第 9 140，并在 印度 地区排名第 29 822 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 13 505 名订阅者。
根据 26 八月, 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 124，过去 24 小时变化为 2，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 16.67%。内容发布后 24 小时内通常能获得 N/A% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 2 251 次浏览，首日通常累积 0 次浏览。
- 互动与反馈： 受众积极参与，单帖平均反应数为 46。
- 主题关注点： 内容集中在 tuple, comprehension, learning, programming, loop 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：
“✅ Python Programming Books
✅ Coding Projects
✅ Important Pdfs
✅ Artificial Intelligence Courses
✅ Data Science Notes
For promotions: @love_data
Buy ads: https://telega.io/c/pythonproz”
凭借高频更新（最新数据采集于 27 八月, 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。
13 505
订阅者
+224 小时
-57 天
+12430 天
帖子存档
Python course by Google
https://developers.google.com/edu/python
No registration or download needed.
Repost from Data Analytics
🔰 Python Roadmap for Beginners
├── 🐍 Introduction to Python
├── 🧾 Installing Python & Setting Up VS Code / Jupyter
├── ✍️ Python Syntax & Indentation Basics
├── 🔤 Variables, Data Types (int, float, str, bool)
├── ➗ Operators (Arithmetic, Comparison, Logical)
├── 🔁 Conditional Statements (if, elif, else)
├── 🔄 Loops (for, while, break, continue)
├── 🧰 Functions (def, return, args, kwargs)
├── 📦 Built-in Data Structures (List, Tuple, Set, Dictionary)
├── 🧠 List Comprehension & Dictionary Comprehension
├── 📂 File Handling (read, write, with open)
├── 🐞 Error Handling (try, except, finally)
├── 🧱 Modules & Packages (import, pip install)
├── 📊 Working with Libraries (NumPy, Pandas, Matplotlib)
├── 🧹 Data Cleaning with Pandas
├── 🧪 Exploratory Data Analysis (EDA)
├── 🤖 Intro to OOP in Python (Class, Objects, Inheritance)
├── 🧠 Real-World Python Projects & Challenges
SQL Roadmap: https://t.me/sqlspecialist/1340
Power BI Roadmap: https://t.me/sqlspecialist/1397
Python Resources: https://t.me/pythonproz
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