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Data Science & Computer Science & Mathematics ( Machine Learning, Artificial Intelligence, Deep Learning,DBMS,DSA)

@datascience_ai_1

On this record: Growth · Engagement · Reactions · Posts · Polls · Cite this entry

685subscribers

+3 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of Under 1,000.

Register entry

Telegram ID-1003219845581
TypeChannel
Username@datascience_ai_1
CreatedBetween 1 October 2025 and 3 January 2026— estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded8 August 2026
Last confirmed live28 August 2026
Measurements held5
Confirmed unchanged1 time, most recently 28 August 2026
On Telegramt.me/datascience_ai_1

Growth

682687684.57 August 2026 — 682 subscribers8 August 2026 — 682 subscribers15 August 2026 — 684 subscribers22 August 2026 — 687 subscribers28 August 2026 — 685 subscribers6857 August 202628 August 2026
5 measurements spanning 21 days, net +3. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 681–688 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
28 Aug 2026, 16:46685-2
22 Aug 2026, 10:06687+3
15 Aug 2026, 17:46684+2
8 Aug 2026, 02:31682no change
7 Aug 2026, 18:08682first reading

Engagement

20 posts held, back to 3 January 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 pageof Telegram’s post history, 20 posts per page.

Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 20 posts for this entry, the most recent from 18 January 2026. An engagement rate over an empty window would be a number about nothing.

Reaction mix

51 reactions across 15 posts, in 3 distinct kinds. The most used accounts for 74.5% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
👍3874.5%
1223.5%
👎11.96%

No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.

Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.

Coverage. Reactions were read on 15 of the 20 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 51reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 20 most recent posts we hold, published 3 January 2026 to 18 January 2026, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.

Recent posts

17 Jan 2026, 05:10 UTC≈8,560 views1 reactionsread 8 August 2026
Poll

Q.6) Which statement is TRUE about Regression?

  1. A. It works without labels14%
  2. B. It predicts class labels19%
  3. C. It predicts numerical values53%
  4. D. It is an unsupervised technique13%

Shares as published, totalling 99%. No per-option vote count is published by Telegram, so none is shown.

1

17 Jan 2026, 05:08 UTC≈1,450 viewsread 8 August 2026
Poll

Q.5) Which evaluation measure is commonly used for Regression problems?

  1. A. Accuracy5%
  2. B. Precision14%
  3. C. Mean Squared Error (MSE)76%
  4. D. Confusion Matrix5%

Shares as published. No per-option vote count is published by Telegram, so none is shown.

17 Jan 2026, 05:06 UTC≈1,320 viewsread 8 August 2026
Poll

Q.4) What does a Regression model try to learn?

  1. A. Class boundaries1%
  2. B. Group similarity7%
  3. C. Relationship between input and numerical output88%
  4. D. Random rules3%

Shares as published, totalling 99%. No per-option vote count is published by Telegram, so none is shown.

17 Jan 2026, 05:05 UTC≈1,140 viewsread 8 August 2026
Poll

Q.3) Which algorithm is commonly used for Regression?

  1. A. Logistic Regression18%
  2. B. Linear Regression70%
  3. C. K‑Means12%
  4. D. Apriori0%

Shares as published. No per-option vote count is published by Telegram, so none is shown.

17 Jan 2026, 05:04 UTC992 viewsread 8 August 2026
Poll

Q.2) Which type of output indicates a Regression problem?

  1. A. Pass / Fail10%
  2. B. Spam / Not Spam16%
  3. C. ₹45,00068%
  4. D. Yes / No6%

Shares as published. No per-option vote count is published by Telegram, so none is shown.

17 Jan 2026, 05:02 UTC940 viewsread 8 August 2026
Poll

Q.1) What is Regression in Machine Learning?

  1. A. Predicting categories9%
  2. B. Grouping data3%
  3. C. Predicting continuous numerical values84%
  4. D. Learning by reward3%

Shares as published, totalling 99%. No per-option vote count is published by Telegram, so none is shown.

14 Jan 2026, 01:24 UTC≈1,050 views3 reactionsread 8 August 2026
Photo

Data Analytics Vs Data Scientist Vs Business Analyst Vs ML Engineer Vs GenAI Engineer

1👍1👎1

10 Jan 2026, 15:58 UTC≈6,860 views5 reactionsread 8 August 2026
Photo

10 python Build-in Functions you should know

3👍2

Showing the 12 most recent of 20 posts we hold for @datascience_ai_1. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.

Polls

The 6 most recent of 10 polls we hold for this entry, as Telegram rendered them when we read the post. A poll’s figures keep moving after that, so each one is dated.

17 Jan 2026, 05:10 UTCAnonymous Quiz565 voters

Q.6) Which statement is TRUE about Regression?

  1. A. It works without labels14%
  2. B. It predicts class labels19%
  3. C. It predicts numerical values53%
  4. D. It is an unsupervised technique13%

Shares as published, totalling 99%. No per-option vote count is published by Telegram, so none is shown.

17 Jan 2026, 05:08 UTCAnonymous Quiz74 voters

Q.5) Which evaluation measure is commonly used for Regression problems?

  1. A. Accuracy5%
  2. B. Precision14%
  3. C. Mean Squared Error (MSE)76%
  4. D. Confusion Matrix5%

Shares as published. No per-option vote count is published by Telegram, so none is shown.

17 Jan 2026, 05:06 UTCAnonymous Quiz68 voters

Q.4) What does a Regression model try to learn?

  1. A. Class boundaries1%
  2. B. Group similarity7%
  3. C. Relationship between input and numerical output88%
  4. D. Random rules3%

Shares as published, totalling 99%. No per-option vote count is published by Telegram, so none is shown.

17 Jan 2026, 05:05 UTCAnonymous Quiz66 voters

Q.3) Which algorithm is commonly used for Regression?

  1. A. Logistic Regression18%
  2. B. Linear Regression70%
  3. C. K‑Means12%
  4. D. Apriori0%

Shares as published. No per-option vote count is published by Telegram, so none is shown.

17 Jan 2026, 05:04 UTCAnonymous Quiz62 voters

Q.2) Which type of output indicates a Regression problem?

  1. A. Pass / Fail10%
  2. B. Spam / Not Spam16%
  3. C. ₹45,00068%
  4. D. Yes / No6%

Shares as published. No per-option vote count is published by Telegram, so none is shown.

17 Jan 2026, 05:02 UTCAnonymous Quiz58 voters

Q.1) What is Regression in Machine Learning?

  1. A. Predicting categories9%
  2. B. Grouping data3%
  3. C. Predicting continuous numerical values84%
  4. D. Learning by reward3%

Shares as published, totalling 99%. No per-option vote count is published by Telegram, so none is shown.

Percentages only — there are no per-option vote counts here, because Telegram publishes none.The public post preview gives each option’s share and a single voter total, and nothing else. Multiplying one by the other would produce a per-option tally that looks measured and is not: the shares are rounded to whole numbers before we ever see them. We print what was published and leave the column that does not exist empty.

The shares need not add up to 100.Rounding alone puts many polls at 99 or 101. A poll that allows more than one answer per voter runs well past 100 by design, and several here do. The bars are drawn against a fixed 100% track at each option’s own percentage rather than normalised to the total, so a poll that exceeds it shows that it does instead of being quietly rescaled.

Read from the 20 most recent posts we hold, published 3 January 2026 to 18 January 2026. Telegram labels each poll by kind — an anonymous poll, a quiz, a closed set of final results — and that label is reproduced rather than paraphrased.

Cite this entry

A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 28 August 2026 — this entry's latest reading, not the date you are reading this.

“Data Science & Computer Science & Mathematics ( Machine Learning, Artificial Intelligence, Deep Learning,DBMS,DSA)” (@datascience_ai_1), 685 subscribers as measured 28 August 2026. Telegram Register, tgregister.com/channel/datascience_ai_1.

Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.