πΎπΏπ (πππππ) π©
π Analytical overview of Telegram channel πΎπΏπ (πππππ) π©
Channel πΎπΏπ (πππππ) π© (@cdinotes) in the English language segment is an active participant. Currently, the community unites 17 811 subscribers, ranking 11 375 in the Education category and 24 789 in the India region.
π Audience metrics and dynamics
Since its creation on Π½Π΅Π²ΡΠ΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 17 811 subscribers.
According to the latest data from 10 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 490 over the last 30 days and by 13 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 14.81%. 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 2 637 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 13.
- Thematic interests: Content is focused on key topics such as vector, cybersecurity, flag, javascript, plane.
π Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
βHANDWRITTEN NOTESβ
Thanks to the high frequency of updates (latest data received on 11 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.
A learning map for machine learning (Machine Learning, Deep Learning, LLM, Generative AI, MLOps) - from the first import of numpy to the level of an engineer who understands how AI works internally and can write production systems, not just call APIs.GitHub β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’β’ π€ Data & ML | @DataXplore
Password: @cdinotesβ οΈ Don't Forget Share & Support
React β€οΈ here. For Such More Content...const x = 15;
const y = 10;
const z = 3;
const result1 = x & y;
const result2 = x | y;
const result3 = x ^ y;
const result4 = ~x;
const result5 = y << z;
const result6 = y >> 1;
console.log(`${result1},${result2},${result3},${result4},${result5},${result6}`);const x = 15; const y = 10; const z = 3; const result1 = x & y; const result2 = x | y; const result3 = x ^ y; const result4 = ~x; const result5 = y << z; const result6 = y >> 1; console.log(
${result1},${result2},${result3},${result4},${result5},${result6});const x = 15; const y = 10; const z = 3; const result1 = x & y; const result2 = x | y; const result3 = x ^ y; const result4 = ~x; const result5 = y << z; const result6 = y >> 1; console.log(
${result1},${result2},${result3},${result4},${result5},${result6});const x = 15; const y = 10; const z = 3; const result1 = x & y; const result2 = x | y; const result3 = x ^ y; const result4 = ~x; const result5 = y << z; const result6 = y >> 1; console.log(
${result1},${result2},${result3},${result4},${result5},${result6});Password: @cdinotesβ οΈ Don't Forget Share & Support
React β€οΈ here. For Such More Content...Password: @cdinotesβ οΈ Don't Forget Share & Support
React β€οΈ here. For Such More Content...Hello Everyone... π Welcome to CdiNotes Notes... We are very happy to have you here ππ About This Channel
β’You are currently in CdiNotes Notes... β’A dedicated channel for CdiNotes Notes... β’This channel provides high-quality PDF notes only related to this subject... β’So you get focused and relevant study material without any distraction...π About Our Notes Community
β’Our Notes Community is created with a clear mission to provide free, well-structured, and reliable PDF notes for students... β’We upload notes only in specific categories such as Coding, Cyber Security, Trading, Medical, and other academic subjects... β’Each channel in our community is focused on a particular subject to ensure quality and clarity in learning...π How to Find & Join Our Other Community Channels
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β’All the content shared in this community is provided strictly for educational purposes only... β’We follow all Telegram rules and guidelines while sharing content. β’If anyone has any issue with any material, they can contact us via our official email, and we will remove the content immediately without any problem...π Notes For Community Folder Link
β’Here is the Folder Link to access all our community channels easily:- π https://t.me/addlist/nN4gI1IU6OE4MTc1π€ Support, React & Share
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