Active channel: 37 posts in the index in 30 days, reach ≈4.6% of the audience, growing 0.6% a week, cited by 2 venues in 30 days.
41,664subscribers?+28 in a day · +256 in a week
Subscribers from the latest crawl of the venue. Growth is the difference with daily measurements collected since 29.09.2026. How we count →
37posts in 30 days?
Channel posts in the search index over the last 30 days. Posts published as the channel are not indexed — these are author-signed ones. How we count →
1,927average post reach?
Average views of a channel post in 30 days, counting posts for which Telegram shows views. How we count →
4.6%ER — reach to subscribers?
ER = average post reach ÷ subscribers × 100%. Channels with 100+ subscribers and at least 3 posts in 30 days. How we count →
494post forwards in 30 days?
How many times the channel's posts were forwarded in 30 days, by Telegram's counter. How we count →
2venues cited it in 30 days?11 all time
How many other venues forwarded its posts in 30 days; below — all time. Self-forwards are not counted. How we count →
3,827posts in the index?6,288 total in Telegram
The venue's posts in our index over its whole history; below — the number of the latest message in Telegram. How we count →
2023-05-06first post?
Date of the venue's earliest post in the index. How we count →
#40 345catalog rank?#3 501 in topic · #2 687 in language
Rank by the combined score: subscribers, activity, reach and citations. Below — rank in its topic and language. How we count →
Subscribers 41,664
history since 2026-09-29
2026-09-292026-10-06
Audience checkhow we check
High trustof 100 · compared with 9,430 similar channels
✅Post reachusual for channels of 10–50K: 12.4 %4.6 %
✅Forwards per 1,000 viewsusually 3.36.9
✅Spread of post viewsusually 0.24; flat views are a sign of bought views0.58
✅Quoted in 30 daysvenues that forwarded posts2
✅Subscriber growthbetween fresh measurementsno jumps
Posts per day
max 11
2026-07-102026-10-07
Average post reach by day
max 9,284
2026-07-102026-10-07
When it posts (UTC, 90 days)
036912151821MoTuWeThFrSaSu
What it posts (90 days)
Top posts in 30 days
This repository contains Jupyter notebooks for the O'Reilly book "Transformers: The Definitive Guide."
It includes code for computer vision tasks, time series analysis, audio processing, and reinforcement learning.
htt5,701 views · 46 forwards · 2026-09-12 05:38 UTCPandas vs Polars — 14-section course cheatshee
https://t.me/MachineLearning95,465 views · 30 forwards · 2026-09-27 09:05 UTC📚 This is probably one of the best technical books on how large language models are trained at scale:
> GPU memory and profiling
> Breaking down computations into blocks, kernel fusion, and FlashAttention
> Data paralle5,426 views · 39 forwards · 2026-09-08 07:02 UTCOpenAI researcher Alice Liu went through 57 interviews before being hired, and then openly shared her entire preparation and job search journey.
If you're preparing for Research Scientist or MTS positions, this is one o4,612 views · 65 forwards · 2026-09-24 06:08 UTCUniface
Automate face detection, recognition, and analysis of key facial landmarks with the Uniface Python library.
https://github.com/yakhyo/uniface
https://t.me/MachineLearning94,031 views · 32 forwards · 2026-09-26 06:22 UTC🤖 A Practical Tip for ML Data Collection
When building a machine learning project, getting enough useful data is often just as important as the model itself.
If you're collecting public web data for a dataset, you may ne2,536 views · 4 forwards · 2026-09-20 11:11 UTCThe correct way to learn is like this:
You simply need to solve problems and work on projects.
This approach was used in one of the best books on the fundamentals of statistics – and, incidentally, one of the few that 2,397 views · 16 forwards · 2026-09-17 22:11 UTC🔖 Free book on graph theory
"Introduction to Graph Theory" by Darij Grinberg is an advanced resource with theorems, an algebraic approach, and plenty of exercises.
You can read it for free with an AI tutor.
⛓ Link to 2,303 views · 22 forwards · 2026-09-14 11:55 UTC
Most forwarded posts in 30 days
The channel's posts other venues forwarded most; the text comes from the forwarded copies.
Uniface
Automate face detection, recognition, and analysis of key facial landmarks with the Uniface Python library.
https://github.com/yakhyo/uniface
https://t.me/MachineLearning9forwarded by 2 venues · 2026-09-26 06:23 UTCPandas vs Polars — 14-section course cheatshee
https://t.me/MachineLearning9forwarded by 1 venue · 2026-09-27 09:06 UTCI found a great resource for interactive learning about machine learning and AI – VizLearn.
You can experiment with gradient descent, SVM, PCA, the Bayesian method, BPE tokenization, Q/K/V, KV-cache, quantization, and mforwarded by 1 venue · 2026-10-04 11:51 UTCOpenAI researcher Alice Liu went through 57 interviews before being hired, and then openly shared her entire preparation and job search journey.
If you're preparing for Research Scientist or MTS positions, this is one oforwarded by 1 venue · 2026-09-24 07:45 UTCThis repository contains Jupyter notebooks for the O'Reilly book "Transformers: The Definitive Guide."
It includes code for computer vision tasks, time series analysis, audio processing, and reinforcement learning.
httforwarded by 1 venue · 2026-09-12 05:38 UTC📚 This is probably one of the best technical books on how large language models are trained at scale:
> GPU memory and profiling
> Breaking down computations into blocks, kernel fusion, and FlashAttention
> Data paralleforwarded by 1 venue · 2026-09-09 07:46 UTC
Cited by
Python Data Science Machine Learning40 forwards · 22,607 membersData Analytics8 forwards · 30,560 subscribersSabrina Wallace & PSInEnergist: Biofield PSI. Action & Investigation.7 forwards · 2,321 membersAjuArendaja EESTI JUTUD (Igas-Keeles, 24/7) AJUMUDIJA-test..ka.2 forwards · 214 membersGithub Top Repositories2 forwards · 14,792 subscribersCode With MEMO2 forwards · 200 subscribersKaggle Data Hub2 forwards · 29,024 subscribersPython Courses & Resources1 forwards · 51,067 subscribersFree Online Courses1 forwards · 24,121 subscribersAprende Python1 forwards · 5,592 subscribers
Cites
Machine Learning with Python109 forwards · 68,565 subscribersUdemy Free4 forwards · 12,646 subscribersFree Online Courses3 forwards · 24,121 subscribersKaggle Data Hub3 forwards · 29,024 subscribersPython Courses & Resources2 forwards · 51,067 subscribersLearn Python Coding2 forwards · 40,668 subscribersData Analytics2 forwards · 30,560 subscribersRemote Jobs — Daily LinkedIn Picks 💼1 forwards · 22,713 subscribersGithub Top Repositories1 forwards · 14,792 subscribers
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45,930−893subscribers36posts in 30 d9,924reach21.6%ERcatalog data as of 06.10.2026 21:58 UTC · Updated: 2026-10-07 03:47 UTC · How we count →