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 16 133 名订阅者，在 教育 类别中位列第 12 548，并在 印度 地区排名第 26 541 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 16 133 名订阅者。
根据 22 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 -144，过去 24 小时变化为 -5，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 23 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。
16 133
订阅者
-524 小时
-277 天
-14430 天
帖子存档
16 133
Today you can learn from the best people in your field at no cost
I especially enjoy books written by practitioners: their books are fun to read, useful, and contain no fluff.
Here are 3 great ones you can get for free:
FastAI deep learning framework by Jeremy Howard
https://github.com/fastai/fastbook
Approaching almost any machine learning problem ebook
Pdf link- https://github.com/abhishekkrthakur/approachingalmost
Bayesian method for hackers
Pdf link
https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
16 133
Unpopular opinion: NLP as a field is moving at a break-neck speed how to get a good hang of it? many asked. While Github Repos, MOOCs, videos, papers, datasets, code, and medium posts are good sources, you can't chase millions of them. The trick is to nail the basics down and accelerate your learning speed. It really pays to get your basics right.
I recommend this brilliant book.
I got all my Neural-NLP basics and advanced lessons from this book, still use it as a reference. (By all means, add other resources, if a particular topic is missing. ). The book is pricey but fortunately, I have a free PDF for you.
16 133
Fill the emails who has participated in the giveaway
https://forms.gle/vf1mPCChpEXAuD4JA
16 133
ISRO Offers Free Short-term Online Courses in Machine Learning, GIS Technology.
https://www.news18.com/news/education-career/isro-offers-free-short-term-online-courses-in-machine-learning-gis-technology-3825728.html
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Giveaway Alert 📢 🚨🚨🚨🚨
Like and comment on this post and follow us on LinkedIn.
This is a surprise giveaway and it is distributed when we reach 100+likes.
The giveaway will be send on 10th June 2021
https://www.linkedin.com/posts/data-spoof_machinelearning-deeplearning-datascience-activity-6807196663711641600-Fhff
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How AI technologies are being used to better understand retinal diseases
AIRA, an artificial intelligence retina analyser, is the result. Being a pattern recognition use case, AI was the obvious solution. PixelPlex was originally given a ‘large array’ of data containing images from fundus cameras, which contained various symptoms and anatomical structures of the human eye, from hemorrhages to arteries and veins. The company added its own data sets from later research, to be used in neural network training.
https://artificialintelligence-news.com/2021/05/28/how-ai-technologies-are-being-used-to-better-understand-retinal-diseases/
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You can follow us on Twitter to get more news related to ArtificialIntelligence, Data science and other technologies.
https://twitter.com/Abhi007si/status/1395698202309922816?s=19
