DataSpoof

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Learn Data Science https://dataspoof4081.graphy.com/membership Artificial Intelligence Machine Learning Data Science Deep learning Computer vision NLP Big data

India26 541 Education12 548...

📈 Analytical overview of Telegram channel DataSpoof

Channel DataSpoof (@dataspoof) in the English language segment is an active participant. Currently, the community unites 16 129 subscribers, ranking 12 548 in the Education category and 26 541 in the India region.

📊 Audience metrics and dynamics

Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 16 129 subscribers.

According to the latest data from 22 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -144 over the last 30 days and by -5 over the last 24 hours, overall reach remains high.

Verification status: Not verified
Engagement rate (ER): The average audience engagement rate is 7.89%. Within the first 24 hours after publication, content typically collects N/A% reactions from the total number of subscribers.
Post reach: On average, each post receives 0 views. Within the first day, a publication typically gains 0 views.
Reactions and interaction: The audience actively supports content: the average number of reactions per post is 0.
Thematic interests: Content is focused on key topics such as api, llm, pipeline, +9183182, engineer.

📝 Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
“Learn Data Science https://dataspoof4081.graphy.com/membership Artificial Intelligence Machine Learning Data Science Deep learning Computer vision NLP Big data”

Thanks to the high frequency of updates (latest data received on 23 June, 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 Education category.

16 129

Subscribers

-524 hours

-277 days

-14430 days

1 273

Post views

No data24 hours

No data48 hours

7.89%

Engagement rate

No data

Posts per day

Ads index

beta

Posts Archive

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How to become a data scientist after completing UG on CS engineering 1-

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https://www.instagram.com/reel/CKJIIGbg_gs/?igshid=1xsi3pa1vymut

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Ask your questions related to Data science, machine learning, deep learning, computer vision and career related questions. You will get your answers within 24hrs ✋✋✋ https://t.me/joinchat/VgOmi4uB9OImdbLw

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Interview Question Define Confidence interval. A confidence interval is an interval estimate which is likely to include an unknown population parameter, the estimated range being calculated from the given sample dataset. It simply means the range of values for which you are completely sure that the true value of your variable would lie in.

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Interview Question Define Sampling. Why do we need it? Sampling is a process of choosing a subset from a target population which would serve as its representative. We use the data from the sample to understand the pattern in the population as a whole. Sampling is necessary because often we can not gather or process the complete data within a reasonable time. There are many ways to perform sampling. Some of the most commonly used techniques are Random Sampling, Stratified Sampling, and Clustering Sampling.

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Interview Question Define F-test. Where would you use it? An F-test is any statistical hypothesis test where the test statistic follows an F- distribution under the null hypothesis. If you have 2 models that have been fitted to a dataset, you can use F-test to identify the model which best fits the sample population.

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Top 8 skills required to become Data Analyst 1- Excel 2- SQL 3- PowerBI or Tableau 4- Communication and Presentation skills 5- Domain knowledge 6- Programmming language like python or R 7- Basic maths and Statistics knowledge 8- Problem solving

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You can use wix platform to design your data science portfolio

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AWS CHEATSHEETS

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https://www.instagram.com/p/CJ7g5SBBvMn/?igshid=zhkcwtgt6ggg

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Hello everyone, you can invite your friends who is interested in learning data science, machine learning, deep learning or computer vision t.me/dataspoof

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Check this out to make Data Science portfolio or resume

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https://www.behance.net/TSalazar

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Beginning-Data-Science-in-R.pdf6.49 MB

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Here you can learn maximum courses for free. YOU JUST have to sign up and start learning. https://bit.ly/3hTp7lF

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