Python learning
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📈 Аналітичний огляд Telegram-каналу Python learning
Канал Python learning (@python3learning) у мовному сегменті Англійська є активним учасником. На даний момент спільнота об'єднує 23 279 підписників, посідаючи 8 465 місце в категорії Освіта та 18 081 місце у регіоні Індія.
📊 Показники аудиторії та динаміка
З моменту свого створення невідомо, проект продемонстрував стрімке зростання, зібравши аудиторію у 23 279 підписників.
За останніми даними від 13 липня, 2026, канал демонструє стабільну активність. Хоча за останні 30 днів спостерігається зміна кількості учасників на -279, а за останні 24 години на -18, загальне охоплення залишається високим.
- Статус верифікації: Не верифікований
- Рівень залученості (ER): Середній показник залученості аудиторії становить 8.45%. Протягом перших 24 годин після публікації контент зазвичай збирає N/A% реакцій від загальної кількості підписників.
- Охоплення публікацій: В середньому кожен допис отримує 0 переглядів. Протягом першої доби публікація в середньому набирає 0 переглядів.
- Реакції та взаємодія: Аудиторія активно підтримує контент: середня кількість реакцій на один пост – 0.
📝 Опис та контентна політика
Автор описує ресурс як майданчик для висловлення суб'єктивної думки:
“Learn python🔥”
Завдяки високій частоті оновлень (останні дані отримано 14 липня, 2026), канал підтримує актуальність та високий рівень охоплення публікацій. Аналітика показує, що аудиторія активно взаємодіє з контентом, що робить його важливою точкою впливу в категорії Освіта.
23 279
Підписники
-1824 години
-537 днів
-27930 день
Архів дописів
23 279
🐍 Python 3.15 Changed More Than I Expected
I've been writing Python for years, and this release surprised me.
🔥 Faster performance
🔥 Better error messages
🔥 Cleaner syntax improvements
🔥 Developer experience upgrades
Most developers haven't noticed these changes yet.
https://medium.com/@vaishnavi.singh0324/python-3-15-changed-more-than-i-expected-and-ive-been-writing-python-for-8-years-a10af41bc6e4
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Read “Python 3.15 Changed More Than I Expected And I’ve Been Writing Python for 8 Years“ by The AI Coder on Medium:👇 https://medium.com/@vaishnavi.singh0324/python-3-15-changed-more-than-i-expected-and-ive-been-writing-python-for-8-years-a10af41bc6e4
23 279
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23 279
I Built an AI Agent in Python in Under 30 Minutes — Here’s Exactly How 👇
https://medium.com/ai-in-plain-english/i-built-an-ai-agent-in-python-in-under-30-minutes-heres-exactly-how-61196d2ab097
23 279
I Tested 5 Python ORMs. One Replaced SQLAlchemy Completely. 👇
https://medium.com/@atharvjaiswal56/i-tested-5-python-orms-one-replaced-sqlalchemy-completely-ca195b012d3b
23 279
I Tested 4 RAG Architectures. One Survived Production 👇
https://medium.com/ai-in-plain-english/i-tested-4-rag-architectures-one-survived-production-181f1a1111a6
23 279
I Tested 4 RAG Architectures. One Survived Production 👉🏻
https://medium.com/ai-in-plain-english/i-tested-4-rag-architectures-one-survived-production-181f1a1111a6
23 279
💻 AI Code Lab on Instagram 💻
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✅ AI coding tricks & shortcuts
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#coding #ai #programming #developers #webdev #ai_tools
23 279
🚀 Python Developers, This Changes Everything!
uv is replacing pip, venv, and even Poetry ⚡
Super fast package installs, virtual environments, and dependency management — all in ONE tool.
✅ 100x Faster Installs
✅ Simple Commands
✅ Better Developer Experience
✅ Perfect for Python Beginners & Pros
I wrote a detailed Medium article explaining everything in easy words 👇
👉 https://medium.com/@atharvjaiswal56/uv-replaced-pip-venv-and-poetry-100x-faster-installs-b6e8b2a35a1d
If you enjoy Python, AI & Dev content, follow me on Medium ❤️23 279
*FREE Data Analytics Workshop – Power BI & Tableau*
📅 18 March 2026
⏰ 7:00 PM | 90 Minutes
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Learn how to convert raw data into powerful dashboards using Power BI & Tableau. 📊
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23 279
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23 279
Python Projects with Source Code for Final Year
FREE SOURCE CODE LINK 🔗
Yearhttps://inprogrammer.com/python-projects-with-source-code-for-final-year/
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Hey everyone!
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• Latest AI tools, trends & use-cases 🤖
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• 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.
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👉 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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23 279
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?
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💬 Tap ❤️ for the detailed answers!
23 279
🎯 Free AI/ML Courses for Beginners 👇
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23 279
💡 25 VS Code Extensions Every Dev Should Try 💻
✅ Prettier
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✅ Auto Rename Tag
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✅ Docker
✅ Remote SSH
✅ Tabnine
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✅ 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)
is_prime() logic
– Uses list comprehension for concise filtering
– Prints list of all prime numbers
💬 *Tap ❤️ for more logic-building questions!*23 279
✅ *Python Scenario-Based Interview Question* 🧠🐍
You have a list:
numbers = [1, 2, 3, 2, 4, 1, 5, 2]*Question:* Find the number that appears most frequently in the list. *Expected Output:*
2*Python Code:*
from collections import Counter
most_common_num = Counter(numbers).most_common(1)[0][0]
print(most_common_num)
Counter() counts occurrences of each element
– most_common(1) returns the most frequent item
– Access [0][0] to get just the number
💬 *Tap ❤️ for more bite-sized Python tips!*
***
Would you like the next one to be slightly more advanced (e.g., involving strings or list comprehensions)?