en
Feedback
Machine Learning with Python

Machine Learning with Python

Open in Telegram

Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho

Show more

πŸ“ˆ Analytical overview of Telegram channel Machine Learning with Python

Channel Machine Learning with Python (@codeprogrammer) in the English language segment is an active participant. Currently, the community unites 68 109 subscribers, ranking 2 375 in the Education category and 4 809 in the India region.

πŸ“Š Audience metrics and dynamics

Since its creation on Π½Π΅Π²Ρ–Π΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 68 109 subscribers.

According to the latest data from 26 August, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 120 over the last 30 days and by -14 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 4.55%. Within the first 24 hours after publication, content typically collects 2.02% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 3 099 views. Within the first day, a publication typically gains 1 378 views.
  • Reactions and interaction: The audience actively supports content: the average number of reactions per post is 5.
  • Thematic interests: Content is focused on key topics such as insidead, learning, degree, evaluation, algorithm.

πŸ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
β€œLearn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho”

Thanks to the high frequency of updates (latest data received on 27 August, 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.

Buy Ad
68 109
Subscribers
-1424 hours
-667 days
+12030 days
Posts Archive
New to LBank? Unlock VIP2 and Trading Rewards VIP2 trial, transfer rewards, and trading bonuses for new users. Offer availabl
New to LBank? Unlock VIP2 and Trading Rewards VIP2 trial, transfer rewards, and trading bonuses for new users. Offer available until June 30. Sponsored By WaybienAds

Repost from Data Science Books
πŸ“• Large Language Models 2026 πŸ’Ύ Size: 3.3 MB ⚑ Limited Free Access β€” Don't Miss Out! ⚠️ Watch 2 short ads inside to unlock y
πŸ“• Large Language Models 2026 πŸ’Ύ Size: 3.3 MB ⚑ Limited Free Access β€” Don't Miss Out! ⚠️ Watch 2 short ads inside to unlock your free download. πŸ’Ž Upgrade to Premium for ad-free downloads and access thousands of exclusive books not found here! πŸ’Ž https://t.me/+OUuaaCIFfgZhZjQy

New to LBank? Unlock VIP2 and Trading Rewards VIP2 trial, transfer rewards, and trading bonuses for new users. Offer availabl
New to LBank? Unlock VIP2 and Trading Rewards VIP2 trial, transfer rewards, and trading bonuses for new users. Offer available until June 30. Sponsored By WaybienAds

Repost from Machine Learning
Classical machine learning equations and diagrams cheat sheet πŸ“Š https://github.com/soulmachine/machine-learning-cheat-sheet
Classical machine learning equations and diagrams cheat sheet πŸ“Š https://github.com/soulmachine/machine-learning-cheat-sheet #MachineLearning #ML #DataScience #CheatSheet #AI #DeepLearning ✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk ⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A πŸš€ Level up your AI & Data Science skills with HelloEncyclo β€” a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more. βœ… 13 courses live + 40+ coming soon 🎯 One access, lifetime updates πŸ”‘ Use code: PRESALE-BOOK-WAVE-2GFG πŸ‘‰ https://helloencyclo.com/?ref=HUSSEINSHEIKHO

The guide Path to Senior Engineer Handbook has gathered resources for developers who want to advance to the level of Senior Engineer. πŸš€ Inside: πŸ“š More than 50 newsletters on professional growth, system design, leadership, and web development. πŸ“ˆ A selection of books on communication, technical writing, and building working relationships. 🀝 Selected YouTube channels, podcasts, and professional communities. 🎧 Courses, scientific articles, and educational platforms for a deeper study of topics. πŸŽ“ A good starting point for those who want to improve not only their technical skills, but also their architectural thinking, communication, and leadership competencies. πŸ’‘ Link: https://github.com/jordan-cutler/path-to-senior-engineer-handbook?utm_source=opensourceprojects.dev&ref=opensourceprojects.dev #SeniorEngineer #CareerGrowth #SoftwareEngineering #TechLeadership #SystemDesign #DevCommunity ✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk ⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A πŸš€ Level up your AI & Data Science skills with HelloEncyclo β€” a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more. βœ… 13 courses live + 40+ coming soon 🎯 One access, lifetime updates πŸ”‘ Use code: PRESALE-BOOK-WAVE-2GFG πŸ‘‰ https://helloencyclo.com/?ref=HUSSEINSHEIKHO

New to LBank? Unlock VIP2 and Trading Rewards VIP2 trial, transfer rewards, and trading bonuses for new users. Offer availabl
New to LBank? Unlock VIP2 and Trading Rewards VIP2 trial, transfer rewards, and trading bonuses for new users. Offer available until June 30. Sponsored By WaybienAds

Please contribute to the advertising campaign to support the channel's continuation. πŸ“’βœ¨

New to LBank? Unlock VIP2 and Trading Rewards VIP2 trial, transfer rewards, and trading bonuses for new users. Offer availabl
New to LBank? Unlock VIP2 and Trading Rewards VIP2 trial, transfer rewards, and trading bonuses for new users. Offer available until June 30. Sponsored By WaybienAds

Want any LLM to answer from your own documents? Most RAG setups quietly give weak, vague answers, and the model is almost never the real problem. Three small fixes decide whether it works, and the exact tools to use in 2026 are very specific. Full, concrete guide in one post.

On Reddit, someone collected all the resources they used to prepare for interviews on algorithms, system design, and machine coding. In the end, they made it to a Google interview. 1. Algorithms and Patterns Before grinding on problems, it's worth understanding the patterns. β€’ All LeetCode Articles on Coding Patterns Summarized https://leetcode.com/discuss/interview-question/5366542/all-leetcode-articles-on-coding-patterns-summarized-in-one-page β€’ Solved All Two Pointers Problems in 100 Days https://leetcode.com/discuss/study-guide/1688903/Solved-all-two-pointers-problems-in-100-days β€’ Tree Question Pattern 2023 β€” Tree Study Guide https://leetcode.com/discuss/study-guide/2879240/tree-question-pattern-2023-tree-study-guide β€’ Important and Useful Links from All Over LeetCode https://leetcode.com/discuss/general-discussion/665604/Important-and-Useful-links-from-all-over-the-LeetCode β€’ Coding Interview Preparation Problems for Beginners https://leetcode.com/discuss/interview-question/448284/Coding-Interview-preparation-problems-for-beginners 2. Preparation for Companies β€’ Google, Meta, Apple, Amazon Senior SDE Preparation https://prachub.com/?sort=hot&company=Meta%2CGoogle%2CTikTok%2CAmazon β€’ A Study Guide for Passing the Google Interview https://prachub.com/interview-guide The author also made a small tracker for preparation: β€’ company-specific questions β€’ Todo / Solved / Revision statuses β€’ automatic repetition scheduling β€’ AI assistant with hints instead of ready-made solutions https://prachub.com/questions 3. System Design (HLD) Instead of random articles β€” structured collections: β€’ Arch 25 β€” the most common systems and patterns β€’ Arch 50 β€” infrastructure, data, and fault tolerance β€’ Arch 75 β€” more complex scenarios and company-specific specialization β€’ Arch All β€” a full bank of 103 HLD tasks β€’ Core Concepts β€” 33 breakdowns of distributed systems 4. Machine Coding / LLD Many underestimate this part until their first interview failure. β€’ MaCo 30 β€” the most common tasks β€’ MaCo 60 β€” an extended collection β€’ MaCo All β€” a full set of 103 tasks β€’ Design Patterns β€” 31 design patterns

Repost from Data Analytics
πŸ”– Cheat sheets on Transformers and LLMs from Stanford We found an excellent set of materials from the Stanford CME-295 course on large language models. They cover tokenization, the self-attention mechanism, prompting, fine-tuning, LLM-as-a-judge, RAG, AI agents, and reasoning models. ⛓️ Download here https://github.com/afshinea/stanford-cme-295-transformers-large-language-models

πŸŽβ—οΈTODAY FREEβ—οΈπŸŽ Entry to our VIP channel is completely free today. Tomorrow it will cost $500! πŸ”₯ JOIN πŸ‘‡ https://t.me/+n8
πŸŽβ—οΈTODAY FREEβ—οΈπŸŽ Entry to our VIP channel is completely free today. Tomorrow it will cost $500! πŸ”₯ JOIN πŸ‘‡ https://t.me/+n8Rs5SujPaVkZmEy https://t.me/+n8Rs5SujPaVkZmEy https://t.me/+n8Rs5SujPaVkZmEy

photo content

photo content

https://t.me/Courses27 Free certificates

Unlock LBank New User Benefits Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to
Unlock LBank New User Benefits Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses. Sponsored By WaybienAds

Unlock LBank New User Benefits Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to
Unlock LBank New User Benefits Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses. Sponsored By WaybienAds

Unlock LBank New User Benefits Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to
Unlock LBank New User Benefits Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses. Sponsored By WaybienAds

Unlock LBank New User Benefits Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to
Unlock LBank New User Benefits Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses. Sponsored By WaybienAds

Unlock LBank New User Benefits Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to
Unlock LBank New User Benefits Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses. Sponsored By WaybienAds