现已上线！2025 年 Telegram 研究 — 年度关键洞察 
Python/ django
前往频道在 Telegram
по всем вопросам @haarrp @itchannels_telegram - 🔥 все ит каналы @ai_machinelearning_big_data -ML @ArtificialIntelligencedl -AI @datascienceiot - 📚 @pythonlbooks РКН: clck.ru/3FmxmM
显示更多📈 Telegram 频道 Python/ django 的分析概览
频道 Python/ django (@pythonl) 俄语 语言赛道中的 是活跃参与者。目前社区聚集了 59 843 名订阅者，在 技术与应用 类别中位列第 2 219，并在 俄罗斯 地区排名第 10 243 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 59 843 名订阅者。
根据 20 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 -524，过去 24 小时变化为 -24，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 8.88%。内容发布后 24 小时内通常能获得 3.43% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 5 317 次浏览，首日通常累积 2 052 次浏览。
- 互动与反馈： 受众积极参与，单帖平均反应数为 28。
- 主题关注点： 内容集中在 github, claude, контекст, архитектура, api 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：
“по всем вопросам @haarrp
@itchannels_telegram - 🔥 все ит каналы
@ai_machinelearning_big_data -ML
@ArtificialIntelligencedl -AI
@datascienceiot - 📚
@pythonlbooks
РКН: clck.ru/3Fmxm...”
凭借高频更新（最新数据采集于 21 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。
59 843
订阅者
-2424 小时
-1227 天
-52430 天
帖子存档
59 836
python Web Scrapping (requests_html not beautiful-soup)
https://www.codementor.io/@abedkiloo/python-web-scrapping-requests_html-not-beautiful-soup-15nnlqcy5o
59 836
Neural Networks from Scratch - Coding a Layer
A beginner’s guide to understanding the inner workings of Deep Learning
https://morioh.com/p/fb1b9f5a52bc
Video Part 1: https://www.youtube.com/watch?v=Wo5dMEP_BbI
Video Part 2: https://www.youtube.com/watch?v=lGLto9Xd7bU
59 836
Announcing PyCaret 1.0.0
An open source low-code machine learning library in Python. PyCaret allows you to go from preparing data to deploying models within seconds from your choice of notebook environment.
https://towardsdatascience.com/announcing-pycaret-an-open-source-low-code-machine-learning-library-in-python-4a1f1aad8d46
Habr RU : https://habr.com/ru/company/otus/blog/497770/
Github: https://github.com/pycaret/pycaret
Guide: https://pycaret.org/guide/
59 836
Implement Face Detection from Image and Video with Python
https://morioh.com/p/108652f1547a
59 836
How to Develop Voting Ensembles With Python
https://machinelearningmastery.com/voting-ensembles-with-python/
59 836
Quick Domain-Specific Languages in Python with textX
https://tomassetti.me/quick-domain-specific-languages-in-python-with-textx/
59 836
Nevergrad, an evolutionary optimization platform, adds new key features
Facebook AI’s open source Python3 library for derivative-free and evolutionary optimization.
https://ai.facebook.com/blog/nevergrad-an-evolutionary-optimization-platform-adds-new-key-features/
GitHub: https://github.com/facebookresearch/nevergrad
Documentation: https://facebookresearch.github.io/nevergrad/index.html
59 836
Combining Data in Pandas With merge(), .join(), and concat()
https://realpython.com/pandas-merge-join-and-concat/
59 836
Научи нейросеть узнавать объекты с первого раза. Приходи на открытый урок по Нейросетям на Python https://otus.pw/BW0O/
14 апреля в 20:00 Михаил Степанов, эксперт по машинному обучению из Jet Infosystems, проведет занятие по Triplet loss.
Что будем делать:
* Научимся работать с tensorflow datasets
* Рассмотрим проблему one-shot learning, metric learning
* Разберемся, что такое siamese networks и triplet loss
* Обучим нейросеть, способную с первого раза узнавать объекты
Требуется знание Python и математики. Проходи вступительный тест и записывайся в группу, пока действуют самые большие скидки!
59 836
Neural Networks from Scratch - P.1 Intro and Neuron Code
https://morioh.com/p/d3398c5b6c25
59 836
Sending post request with different body formats in Django
https://www.pythoncircle.com/post/713/sending-post-request-with-different-body-formats-in-django/
59 836
10+ Python Tips and Tricks You Should Know in 2020
https://morioh.com/p/7430d87868f7
59 836
Using Python to Check for File Changes in Excel
https://pybit.es/using-python-to-check-for-file-changes-in-excel.html
59 836
Selenium Webdriver using Python: Tutorial with Examples
https://morioh.com/p/4aaa28813caf
59 836
Flask Delicious Tutorial : Building a Library Management System
Part1: https://www.codementor.io/@abdurrahmaanj/flask-delicious-tutorial-building-a-library-management-system-part-1-planning-158qfbl7kc
Part2: https://www.codementor.io/@abdurrahmaanj/flask-delicious-tutorial-building-a-library-management-system-part-2-start-with-a-loaded-skeleton-159vo1n34y
59 836
How to Make an Instagram Bot With Python and InstaPy
https://realpython.com/instagram-bot-python-instapy/
59 836
Setting Python's Decimal Context for All Threads
https://adamj.eu/tech/2020/03/23/setting-pythons-decimal-context-for-all-threads/
