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DataSpoof

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

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๐Ÿ“ˆ Analytical overview of Telegram channel DataSpoof

Channel DataSpoof (@dataspoof) in the English language segment is an active participant. Currently, the community unites 16 107 subscribers, ranking 12 528 in the Education category and 26 485 in the India region.

๐Ÿ“Š Audience metrics and dynamics

Since its creation on ะฝะตะฒั–ะดะพะผะพ, the project has demonstrated rapid growth, gathering an audience of 16 107 subscribers.

According to the latest data from 24 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -149 over the last 30 days and by -10 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 7.90%. 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.

๐Ÿ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
โ€œLearn Data Science https://dataspoof4081.graphy.com/membership Artificial Intelligence Machine Learning Data Science Deep learning Computer vision NLP Big dataโ€

Thanks to the high frequency of updates (latest data received on 25 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.

16 107
Subscribers
-1024 hours
-287 days
-14930 days
Posts Archive
DataSpoof
16 107
What is stale features in Machine learning
What is stale features in Machine learning

DataSpoof
16 107

DataSpoof
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AI For Data Engineers (1).pdf

DataSpoof
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Dm us on whatsapp +9183182 38637 for training enquiry Batch starting from November

DataSpoof
16 107
GenAI Curriculum-5.pdf4.68 KB

DataSpoof
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๐— ๐˜† ๐— ๐—ถ๐—ฐ๐—ฟ๐—ผ๐˜€๐—ผ๐—ณ๐˜ ๐——๐—ฎ๐˜๐—ฎ ๐—˜๐—ป๐—ด๐—ถ๐—ป๐—ฒ๐—ฒ๐—ฟ ๐—œ๐—ป๐˜๐—ฒ๐—ฟ๐˜ƒ๐—ถ๐—ฒ๐˜„ ๐—ฆ๐˜๐—ฟ๐˜‚๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ (โ‰ˆ 6 ๐—ฅ๐—ผ๐˜‚๐—ป๐—ฑ๐˜€) Here are the stages I went through, plus what I gathered from others online: โธป ๐Ÿญ. ๐—ฅ๐—ฒ๐˜€๐˜‚๐—บ๐—ฒ ๐—ฆ๐—ต๐—ผ๐—ฟ๐˜๐—น๐—ถ๐˜€๐˜๐—ถ๐—ป๐—ด / ๐—ฅ๐—ฒ๐—ฐ๐—ฟ๐˜‚๐—ถ๐˜๐—ฒ๐—ฟ ๐—ฆ๐—ฐ๐—ฟ๐—ฒ๐—ฒ๐—ป The recruiter reviews your resume to check alignment with technical skills (SQL, data pipelines, cloud tools like Azure, Spark etc.) and project experience. They may also ask about your background, motivation, and career goals. Strong communication and a clear resume really help. ๐Ÿฎ. ๐—ง๐˜„๐—ผ ๐—ง๐—ฒ๐—ฐ๐—ต๐—ป๐—ถ๐—ฐ๐—ฎ๐—น ๐—ฅ๐—ผ๐˜‚๐—ป๐—ฑ๐˜€ (1 Hour Each) These rounds dive deep into technical expertise. Common topics: โ€ข SQL performance & optimization โ€ข Data modelling โ€ข Pipeline & ETL design โ€ข Handling edge cases โ€ข Cloud services (Azure Data Factory, Databricks, Synapse) โ€ข DSA questions on Arrays & Linked Lists, Queue One round may involve system/architecture design (e.g., scalable data warehouse, streaming pipeline). Another may focus on coding or troubleshooting data pipelines. โธป ๐Ÿฏ. ๐—›๐—ถ๐—ฟ๐—ถ๐—ป๐—ด ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—ฟ ๐—ฅ๐—ผ๐˜‚๐—ป๐—ฑ This round mixes technical and behavioural aspects. The manager checks for: โ€ข Problem-solving ability โ€ข Ownership โ€ข Stakeholder management ๐Ÿฐ. ๐—”๐—” (๐—”๐˜€ ๐—”๐—ฝ๐—ฝ๐—ฟ๐—ผ๐—ฝ๐—ฟ๐—ถ๐—ฎ๐˜๐—ฒ) / ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—ฟ๐—ถ๐—ฎ๐—น ๐—ฅ๐—ผ๐˜‚๐—ป๐—ฑ A senior-level evaluation focusing on leadership, collaboration, and cultural fit. You may face behavioural questions about handling ambiguity, conflict, mentoring, and driving impact across teams. They may also ask how you ensure scalability, quality, and reliability in data systems. ๐Ÿฑ. ๐—›๐—ฅ ๐—ฅ๐—ผ๐˜‚๐—ป๐—ฑ: ๐—ฆ๐—ฎ๐—น๐—ฎ๐—ฟ๐˜† & ๐—ข๐—ณ๐—ณ๐—ฒ๐—ฟ ๐——๐—ถ๐˜€๐—ฐ๐˜‚๐˜€๐˜€๐—ถ๐—ผ๐—ป Covers compensation (base, bonus, stocks), benefits, role level, and formalities like relocation or background checks.

DataSpoof
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AI Agents - Illustrated Cookbook.pdf31.98 MB

DataSpoof
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Dm us on whatsapp +9183182 38637 for any queries related to syllabus and other details #datascience #generativeai #agenticai
Dm us on whatsapp +9183182 38637 for any queries related to syllabus and other details #datascience #generativeai #agenticai

DataSpoof
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Do like and subscribe to our YouTube channel for more data science content https://youtu.be/hwENhPvvqgc?si=0qMsuYSoaCEA84OX

DataSpoof
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Do like and subscribe to our YouTube channel for more data science content https://yt.openinapp.co/xyj5i

DataSpoof
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Big News in AI! You can now run 100B parameter models on your local CPU โ€“ no GPU needed! Microsoft has open-sourced their lightning-fast 1-bit LLM inference framework: bitnet.cpp Hereโ€™s why itโ€™s a game-changer: โšก 6.17x faster inference โ™ป๏ธ 82.2% less energy consumption on CPUs ๐Ÿค– Supports top-tier models like LLaMA 3, Falcon 3, and BitNet Run huge models locally, efficiently, and open-source! Welcome to the new era of AI inference.

DataSpoof
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For DataSpoof community, the first 50 user can enroll in free for our Python course https://www.udemy.com/course/master-pytho
For DataSpoof community, the first 50 user can enroll in free for our Python course https://www.udemy.com/course/master-python-programming-in-30-days-2025/?couponCode=7713A538E3AF13085308

DataSpoof
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GenAI training reviews from federal deposit of Insurance corporation USA and senior director Gartner
+1
GenAI training reviews from federal deposit of Insurance corporation USA and senior director Gartner

DataSpoof
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