Codehub

Open in Telegram

Free Programming resources.

Malaysia1 021 Technologies & Applications4 072...

📈 Analytical overview of Telegram channel Codehub

Channel Codehub (@pythonadvisorai) in the English language segment is an active participant. Currently, the community unites 33 520 subscribers, ranking 4 072 in the Technologies & Applications category and 1 021 in the Malaysia region.

📊 Audience metrics and dynamics

Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 33 520 subscribers.

According to the latest data from 23 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -460 over the last 30 days and by -15 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 N/A% reactions from the total number of subscribers.
Post reach: On average, each post receives 1 525 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 4.

📝 Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
“Free Programming resources.”

Thanks to the high frequency of updates (latest data received on 24 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 Technologies & Applications category.

33 520

Subscribers

-1524 hours

-927 days

-46030 days

1 525

Post views

No data24 hours

No data48 hours

4.55%

Engagement rate

No data

Posts per day

Ads index

beta

Posts Archive

33 520

Read “How One AI Tool Helped Me Get 4 Interview Calls in 30 Days (Without Applying to Hundreds of Jobs)“ by The AI Coder on Medium: https://medium.com/@vaishnavi.singh0324/how-one-ai-tool-helped-me-get-4-interview-calls-in-30-days-without-applying-to-hundreds-of-jobs-e362f4bb5190

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Don’t Forget to follow 🚀

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🚀 Python & AI related amazing articles daily on Medium! 💻 Latest Topic: “ I Built the Same AI Agent in 4 Python Frameworks. One Was Clearly Better. 🚀” 📖 Follow me on Medium for more useful tech content! 👉 https://medium.com/ai-in-plain-english/i-built-the-same-ai-agent-in-4-python-frameworks-one-was-clearly-better-8105bc9b32e7

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⛳📊 *The Future of Full Stack Development: 2026* The tech world is evolving! Are you ready for the shift? Join exclusive workshop to master AI integration, secure coding, and the high-performance skills companies will demand. 📅 *Date:* April 09, 2026 ⏰ *Time:* 7:00 PM (90 Mins) 📜 *Perks:* Live Q&A + Participation Certificate *Who should attend?* 🎓 Final year Students & Freshers 💼 Professionals upskilling or switching 💡 Anyone curious about tech Limited Seats 🔥 Register now: https://link.guvi.in/codehubb03095

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Draw heart using python 😍 Source code 👉https://t.me/codesshelp

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Hey everyone! Just launched a new Instagram page @aicodelab_ where I’ll be sharing: • Latest AI tools, trends & use-cases 🤖 • Clean code tips & best practices • Short reels on programming concepts & productivity • Real-world AI + coding project ideas If you enjoy my tech content here on Telegram, you’ll love the bite-sized visual content there. 👉 Follow now: @aicodelab_ 👉 Turn on notifications so you don’t miss new reels & posts. Support this new journey by following, liking a few posts, and dropping your questions in the comments

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main2.py0.10 KB

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Repost from Codehub

python interview question with answer.pdf

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Repost from N/a

Top 50 Data Analyst Interview Questions (2025) 🎯📊 1. What does a data analyst do? 2. Difference between data analyst, data scientist, and data engineer. 3. What are the key skills every data analyst must have? 4. Explain the data analysis process. 5. What is data wrangling or data cleaning? 6. How do you handle missing values? 7. What is the difference between structured and unstructured data? 8. How do you remove duplicates in a dataset? 9. What are the most common data types in Python or SQL? 10. What is the difference between INNER JOIN and LEFT JOIN? 11. Explain the concept of normalization in databases. 12. What are measures of central tendency? 13. What is standard deviation and why is it important? 14. Difference between variance and covariance. 15. What are outliers and how do you treat them? 16. What is hypothesis testing? 17. Explain p-value in simple terms. 18. What is correlation vs. causation? 19. How do you explain insights from a dashboard to non-technical stakeholders? 20. What tools do you use for data visualization? 21. Difference between Tableau and Power BI. 22. What is a pivot table? 23. How do you build a dashboard from scratch? 49. What do you do if data contradicts business intuition? 50. What are your favorite analytics tools and why? 🎓 Data Analyst Jobs: https://whatsapp.com/channel/0029Vb6r6218kyyQgBDNjm26 💬 Tap ❤️ for the detailed answers!

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💡 25 VS Code Extensions Every Dev Should Try 💻 ✅ Prettier ✅ ESLint ✅ Live Server ✅ GitLens ✅ Auto Rename Tag ✅ IntelliCode ✅ Thunder Client ✅ Material Icon Theme ✅ Bracket Pair Colorizer ✅ REST Client ✅ Tailwind CSS IntelliSense ✅ Better Comments ✅ Path Intellisense ✅ Error Lens ✅ Code Spell Checker ✅ Docker ✅ Remote SSH ✅ Tabnine ✅ Import Cost ✅ Markdown All in One ✅ Color Highlight ✅ CodeSnap ✅ TODO Highlight ✅ Inline Fold ✅ ChatGPT - CodeGPT 🔥 React “❤️” if you use VS Code daily!

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*** ✅ *Python Logic Building Interview Question* 🧠🐍 You have a list of numbers:

nums = [3, 5, 7, 9, 12, 17, 20, 21]

*Question:* Find and print all numbers in the list that are prime. *Expected Output:*

[3, 5, 7, 17]

*Python Code:*

def is_prime(n):
    if n < 2:
        return False
    for i in range(2, int(n**0.5) + 1):
        if n % i == 0:
            return False
    return True

prime_nums = [n for n in nums if is_prime(n)]
print(prime_nums)

*Explanation:* – Checks each number with is_prime() logic – Uses list comprehension for concise filtering – Prints list of all prime numbers 💬 *Tap ❤️ for more logic-building questions!*