现已上线！2025 年 Telegram 研究 — 年度关键洞察 
DataSpoof
前往频道在 Telegram
Learn Data Science https://dataspoof4081.graphy.com/membership Artificial Intelligence Machine Learning Data Science Deep learning Computer vision NLP Big data
显示更多📈 Telegram 频道 DataSpoof 的分析概览
频道 DataSpoof (@dataspoof) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 16 139 名订阅者，在 教育 类别中位列第 12 546，并在 印度 地区排名第 26 595 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 16 139 名订阅者。
根据 21 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 -143，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 7.89%。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 0 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 0。
- 主题关注点： 内容集中在 api, llm, pipeline, +9183182, engineer 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 Data Science
https://dataspoof4081.graphy.com/membership
Artificial Intelligence
Machine Learning
Data Science
Deep learning
Computer vision
NLP
Big data”
凭借高频更新（最新数据采集于 22 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。
16 139
订阅者
-224 小时
-327 天
-14330 天
帖子存档
16 139
Here's what the average data engineering interview looks like in 2024:
- 1 hour algorithms in Python
Here you will be asked irrelevant questions about dynamic programming, linked lists, and inverting trees
- 1 hour SQL
Here you will be asked niche questions about recursive CTEs that you've used once in your ten year career
- 1 hour data architecture
Here you will be asked about CAP theorem, lambda vs kappa, and a bunch of other things that ChatGPT probably could answer in a heartbeat
- 1 hour behavioral
Here you will be asked about how to play nicely with your coworkers. This is the most relevant interview in my opinion
- 1 hour project deep dive
Here you will be asked to make up a story about something you did or did not do in the past that was a technical marvel
- 4 hour take home assignment
Here you will be asked to build their entire data engineering stack from scratch over a weekend because why hire data engineers when you can submit them to tests?
16 139
https://www.instagram.com/p/C5zlrxPy0Dw/?igsh=cXc1cjNrbTA2MjJy
Tiger analytics data engineering interview questions
16 139
Now you can subscribe to our Instagram channel for the exclusive content
www.instagram.com/dataspoof
16 139
Join our another channel for data science and machine learning related jobs
https://t.me/dataspoof_for_Jobs
16 139
Meritshot is hiring Data Science and Data Analysis Interns.
- For Both Students & Graduates
- No Experience Required
- Work From Home
To apply, send your CV to: astha@meritshot.com
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Meet Devin AI first software engineer
https://www.instagram.com/p/C4iZZ3yP_pK/?igsh=ZGVyM283bHc2dTl1
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Tower capital is hiring for ML engineers interns
Interested students can apply
https://www.tower-research.com/open-positions/?gh_jid=5798772
