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Coding & AI Resources

Coding & AI Resources

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๐Ÿ“šGet daily updates for : โœ… Free resources โœ… All Free notes โœ… Internship,Jobs and a lot more....๐Ÿ˜ ๐Ÿ“Join & Share this channel with your friends and college mates โค๏ธ Managed by: @love_data Buy ads: https://telega.io/c/leadcoding

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๐Ÿ“ˆ Analytical overview of Telegram channel Coding & AI Resources

Channel Coding & AI Resources (@leadcoding) in the English language segment is an active participant. Currently, the community unites 35 479 subscribers, ranking 5 363 in the Education category and 11 803 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 35 479 subscribers.

According to the latest data from 12 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 74 over the last 30 days and by 1 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 3.68%. 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 1 307 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 7.
  • Thematic interests: Content is focused on key topics such as learning, link:-, element, programming, analytic.

๐Ÿ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
โ€œ๐Ÿ“šGet daily updates for : โœ… Free resources โœ… All Free notes โœ… Internship,Jobs and a lot more....๐Ÿ˜ ๐Ÿ“Join & Share this channel with your friends and college mates โค๏ธ Managed by: @love_data Buy ads: https://telega.io/c/leadcodingโ€

Thanks to the high frequency of updates (latest data received on 13 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.

35 479
Subscribers
+124 hours
No data7 days
+7430 days
Posts Archive
Clean Code in Python: Refactor your legacy codebase ๐Ÿ‘‡๐Ÿ‘‡

Python_Algorithms_Mastering_Basic_Algorithms_in_the_Python_Language.pdf4.67 MB

40 Python Interview Questions.pdf1.02 KB

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Neural network from scratch in python.pdf42.65 MB

๐Ÿฑ ๐—™๐—ฟ๐—ฒ๐—ฒ ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐˜๐—ผ ๐—ž๐—ถ๐—ฐ๐—ธ๐˜€๐˜๐—ฎ๐—ฟ๐˜ ๐—ฌ๐—ผ๐˜‚๐—ฟ ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ ๐—–๐—ฎ๐—ฟ๐—ฒ๐—ฒ๐—ฟ ๐—ถ๐—ป ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฑ๐Ÿ˜ Looking
๐Ÿฑ ๐—™๐—ฟ๐—ฒ๐—ฒ ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐˜๐—ผ ๐—ž๐—ถ๐—ฐ๐—ธ๐˜€๐˜๐—ฎ๐—ฟ๐˜ ๐—ฌ๐—ผ๐˜‚๐—ฟ ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ ๐—–๐—ฎ๐—ฟ๐—ฒ๐—ฒ๐—ฟ ๐—ถ๐—ป ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฑ๐Ÿ˜ Looking to break into data analytics but donโ€™t know where to start?๐Ÿ‘‹ ๐Ÿš€ The demand for data professionals is skyrocketing in 2025, & ๐˜†๐—ผ๐˜‚ ๐—ฑ๐—ผ๐—ปโ€™๐˜ ๐—ป๐—ฒ๐—ฒ๐—ฑ ๐—ฎ ๐—ฑ๐—ฒ๐—ด๐—ฟ๐—ฒ๐—ฒ ๐˜๐—ผ ๐—ด๐—ฒ๐˜ ๐˜€๐˜๐—ฎ๐—ฟ๐˜๐—ฒ๐—ฑ!๐Ÿšจ ๐‹๐ข๐ง๐ค๐Ÿ‘‡:- https://pdlink.in/4kLxe3N ๐Ÿ”— Start now and transform your career for FREE!

๐Ÿ’ป Language used in !
๐Ÿ’ป Language used in !

This is how ML works
This is how ML works

๐—•๐—ฒ๐˜€๐˜ ๐—ฃ๐˜†๐˜๐—ต๐—ผ๐—ป ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€๐Ÿ˜ Python is one of the most in-demand programming la
๐—•๐—ฒ๐˜€๐˜ ๐—ฃ๐˜†๐˜๐—ต๐—ผ๐—ป ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€๐Ÿ˜ Python is one of the most in-demand programming languages, used in data science, AI, web development, and automation. Having a recognized Python certification can set you apart in the job market. ๐‹๐ข๐ง๐ค ๐Ÿ‘‡:- https://pdlink.in/4c7hGDL Enroll For FREE & Get Certified ๐ŸŽ“

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30 Python libraries .pdf Share it: https://t.me/pythonanalyst

๐—œ๐—•๐—  ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐Ÿ˜ Top Free Courses You Can Take Today 1๏ธโƒฃ Data Science Fundamental
๐—œ๐—•๐—  ๐—™๐—ฅ๐—˜๐—˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐Ÿ˜ Top Free Courses You Can Take Today 1๏ธโƒฃ Data Science Fundamentals 2๏ธโƒฃ AI & Machine Learning 3๏ธโƒฃ Python for Data Science 4๏ธโƒฃ Cloud Computing & Big Data ๐‹๐ข๐ง๐ค ๐Ÿ‘‡:- https://pdlink.in/41Hy2hp Enroll For FREE & Get Certified ๐ŸŽ“

Prepare for GATE: The Right Time is NOW! GeeksforGeeks brings you everything you need to crack GATE 2026 โ€“ 900+ live hours, 3
Prepare for GATE: The Right Time is NOW! GeeksforGeeks brings you everything you need to crack GATE 2026 โ€“ 900+ live hours, 300+ recorded sessions, and expert mentorship to keep you on track. Whatโ€™s inside? โœ” Live & recorded classes with Indiaโ€™s top educators โœ” 200+ mock tests to track your progress โœ” Study materials - PYQs, workbooks, formula book & more โœ” 1:1 mentorship & AI doubt resolution for instant support โœ” Interview prep for IITs & PSUs to help you land opportunities Learn from Experts Like: Satish Kumar Yadav โ€“ Trained 20K+ students Dr. Khaleel โ€“ Ph.D. in CS, 29+ years of experience Chandan Jha โ€“ Ex-ISRO, AIR 23 in GATE Vijay Kumar Agarwal โ€“ M.Tech (NIT), 13+ years of experience Sakshi Singhal โ€“ IIT Roorkee, AIR 56 CSIR-NET Shailendra Singh โ€“ GATE 99.24 percentile Devasane Mallesham โ€“ IIT Bombay, 13+ years of experience Use code UPSKILL30 to get an extra 30% OFF (Limited time only) ๐Ÿ“Œ Enroll for a free counseling session now: https://gfgcdn.com/tu/UI2/

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Coding projects in Python DK, 2017

๐—œ๐—บ๐—ฝ๐—ฟ๐—ฒ๐˜€๐˜€ ๐—ฅ๐—ฒ๐—ฐ๐—ฟ๐˜‚๐—ถ๐˜๐—ฒ๐—ฟ๐˜€ ๐˜„๐—ถ๐˜๐—ต ๐—ง๐—ต๐—ฒ๐˜€๐—ฒ ๐Ÿฑ ๐—ฆ๐—ค๐—Ÿ ๐—ฃ๐—ฟ๐—ผ๐—ท๐—ฒ๐—ฐ๐˜๐˜€ ๐—ณ๐—ผ๐—ฟ ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€!๐Ÿ˜ Want
๐—œ๐—บ๐—ฝ๐—ฟ๐—ฒ๐˜€๐˜€ ๐—ฅ๐—ฒ๐—ฐ๐—ฟ๐˜‚๐—ถ๐˜๐—ฒ๐—ฟ๐˜€ ๐˜„๐—ถ๐˜๐—ต ๐—ง๐—ต๐—ฒ๐˜€๐—ฒ ๐Ÿฑ ๐—ฆ๐—ค๐—Ÿ ๐—ฃ๐—ฟ๐—ผ๐—ท๐—ฒ๐—ฐ๐˜๐˜€ ๐—ณ๐—ผ๐—ฟ ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€!๐Ÿ˜ Want to land a data analytics job? Showcase your SQL skills with real-world projects! ๐Ÿ“Š ๐‹๐ข๐ง๐ค๐Ÿ‘‡:- https://pdlink.in/3FJzJDu Build your portfolio & stand out in job applications! Start todayโœ…๏ธ

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Linux_ The_Ultimate_Guide.pdf4.72 MB

Repost from Generative AI
๐Ÿณ ๐—™๐—ฅ๐—˜๐—˜ ๐— ๐—ถ๐—ฐ๐—ฟ๐—ผ๐˜€๐—ผ๐—ณ๐˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€๐Ÿ˜ Master Data Analytics in 2025! These 7 FREE course
๐Ÿณ ๐—™๐—ฅ๐—˜๐—˜ ๐— ๐—ถ๐—ฐ๐—ฟ๐—ผ๐˜€๐—ผ๐—ณ๐˜ ๐—–๐—ฒ๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€๐Ÿ˜ Master Data Analytics in 2025! These 7 FREE courses will help you master Power BI, Excel, SQL, and Data Fundamentals!   ๐‹๐ข๐ง๐ค ๐Ÿ‘‡:- https://pdlink.in/4iMlJXZ Enroll For FREE & Get Certified ๐ŸŽ“

To start with Machine Learning:    1. Learn Python    2. Practice using Google Colab     Take these free courses: https://t.me/datasciencefun/290 If you need a bit more time before diving deeper, finish the Kaggle tutorials. At this point, you are ready to finish your first project: The Titanic Challenge on Kaggle. If Math is not your strong suit, don't worry. I don't recommend you spend too much time learning Math before writing code. Instead, learn the concepts on-demand: Find what you need when needed. From here, take the Machine Learning specialization in Coursera. It's more advanced, and it will stretch you out a bit. The top universities worldwide have published their Machine Learning and Deep Learning classes online. Here are some of them: https://t.me/datasciencefree/259 Many different books will help you. The attached image will give you an idea of my favorite ones. Finally, keep these three ideas in mind: 1. Start by working on solved problems so you can find help whenever you get stuck. 2. ChatGPT will help you make progress. Use it to summarize complex concepts and generate questions you can answer to practice. 3. Find a community on LinkedIn or ๐• and share your work. Ask questions, and help others. During this time, you'll deal with a lot. Sometimes, you will feel it's impossible to keep up with everything happening, and you'll be right. Here is the good news: Most people understand a tiny fraction of the world of Machine Learning. You don't need more to build a fantastic career in space. Focus on finding your path, and Write. More. Code. That's how you win.โœŒ๏ธโœŒ๏ธ

๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ ๐—ฆ๐—ค๐—Ÿ ๐—ณ๐—ผ๐—ฟ ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ ๐—ถ๐—ป ๐—๐˜‚๐˜€๐˜ ๐Ÿญ๐Ÿฐ ๐——๐—ฎ๐˜†๐˜€!๐Ÿ˜ Want to become a SQL pro in just 2 week
๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ ๐—ฆ๐—ค๐—Ÿ ๐—ณ๐—ผ๐—ฟ ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ ๐—ถ๐—ป ๐—๐˜‚๐˜€๐˜ ๐Ÿญ๐Ÿฐ ๐——๐—ฎ๐˜†๐˜€!๐Ÿ˜ Want to become a SQL pro in just 2 weeks? SQL is a must-have skill for data analysts! ๐ŸŽฏ This step-by-step roadmap will take you from beginner to advanced ๐Ÿ“ ๐‹๐ข๐ง๐ค๐Ÿ‘‡:- https://pdlink.in/3XOlgwf ๐Ÿ“Œ Follow this roadmap, practice daily, and take your SQL skills to the next level!

C Interview Questions ๐Ÿ™Œ React "โค๏ธ" For More

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Data Analyst Interview Questions

๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ ๐—ฆ๐—ผ๐—ณ๐˜ ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€ ๐—ณ๐—ผ๐—ฟ ๐—–๐—ฎ๐—ฟ๐—ฒ๐—ฒ๐—ฟ ๐—ฆ๐˜‚๐—ฐ๐—ฐ๐—ฒ๐˜€๐˜€!๐Ÿ˜ Want to stand out in your career? Soft skills are ju
๐— ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ ๐—ฆ๐—ผ๐—ณ๐˜ ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€ ๐—ณ๐—ผ๐—ฟ ๐—–๐—ฎ๐—ฟ๐—ฒ๐—ฒ๐—ฟ ๐—ฆ๐˜‚๐—ฐ๐—ฐ๐—ฒ๐˜€๐˜€!๐Ÿ˜ Want to stand out in your career? Soft skills are just as important as technical expertise! ๐ŸŒŸ Here are 3 FREE courses to help you communicate, negotiate, and present with confidence ๐‹๐ข๐ง๐ค๐Ÿ‘‡:- https://pdlink.in/41V1Yqi Tag someone who needs this boost! ๐Ÿš€

Coding & AI Resources - Statistics & analytics of Telegram channel @leadcoding