Машиннное обучение | Наука о данных Библиотека

📈 Analytical overview of Telegram channel Машиннное обучение | Наука о данных Библиотека

Channel Машиннное обучение | Наука о данных Библиотека (@machinelearning_books) is an active participant. Currently, the community unites 16 887 subscribers, ranking 7 518 in the Technologies & Applications category and 39 034 in the Russia region.

📊 Audience metrics and dynamics

Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 16 887 subscribers.

According to the latest data from 02 September, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 24 over the last 30 days and by 4 over the last 24 hours, overall reach remains high.

• Verification status: Not verified
• Engagement rate (ER): The average audience engagement rate is 8.96%. Within the first 24 hours after publication, content typically collects 4.32% reactions from the total number of subscribers.
• Post reach: On average, each post receives 1 513 views. Within the first day, a publication typically gains 730 views.
• Reactions and interaction: The audience actively supports content: the average number of reactions per post is 8.
• Thematic interests: Content is focused on key topics such as llm, контекст, точность, рассуждение, архитектура.

📝 Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
“админ - @workakkk @ai_machinelearning_big_data - Machine learning @itchannels_telegram - 🔥лучшие ит-каналы @pythonl - Python @pythonlbooks- python книги📚 @datascienceiot - ml книги📚 № 5037635661”

Thanks to the high frequency of updates (latest data received on 03 September, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Technologies & Applications category.