现已上线！2025 年 Telegram 研究 — 年度关键洞察 
Coding Free Books | Python | AI
前往频道在 Telegram
Best Channel for Programmers and Hackers All in one channel to learn 👇 1. Python 2. Ethical Hacking 3. Java 4. App development 5. Machine learning 6. Data structures 7. Algorithms Promotions: @coderfun
显示更多📈 Telegram 频道 Coding Free Books | Python | AI 的分析概览
频道 Coding Free Books | Python | AI (@codingwithsagar) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 30 865 名订阅者，在 教育 类别中位列第 6 251，并在 印度 地区排名第 13 483 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 30 865 名订阅者。
根据 23 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 102，过去 24 小时变化为 -20，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 4.39%。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 1 356 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 5。
- 主题关注点： 内容集中在 learning, link:-, css, algorithm, sql 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：
“Best Channel for Programmers and Hackers
All in one channel to learn
👇
1. Python
2. Ethical Hacking
3. Java
4. App development
5. Machine learning
6. Data structures
7. Algorithms
Promotions: @coderfun”
凭借高频更新（最新数据采集于 24 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 教育 类别中的关键影响点。
30 865
订阅者
-2024 小时
-487 天
+10230 天
帖子存档
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Applied Machine Learning Solutions with Python
Siddhanta Bhatta, 2022
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Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision
L. Ashok Kumar, 2023
Cloud Native AI and Machine Learning on AWS
Premkumar Rangarajan, 2023
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