TextFlode is an educational blog focused on psychology, self-reflection, human behavior, and mental well-being. We publish research-based, simple articles to help readers understand themselves and grow personally.

Tuesday, February 24, 2026

MAKE MONEY: How to Earn Online & Achieve Financial Freedom (Using Just Your Phone)



Making money from your phone sounds like a dream — but is it really possible?

The answer is YES.








However, how much you earn depends on:

•The apps you use

•The time you invest

•Your skills and consistency

•Whether you want quick cash or long-term income

In this guide, you’ll discover realistic, proven ways to earn money online, from small pocket change to scalable income streams. 


📱 1. Earn Quick Money with Survey & Task Apps


you’re looking for small but easy earnings, survey and micro-task apps can help.

Popular Apps:


•Swagbucks

•Google Opinion Rewards

•Eureka

•Premise


How It Works:


Download the app

Complete surveys or simple tasks

Earn small payments

Withdraw via PayPal or gift cards


👉 Best for: Students & beginners

👉 Income Potential: Low but easy

đŸ’ģ 2. Get Paid to Test Websites


Companies pay users to test websites and apps.

Recommended Platform:

•UserTesting

•Test websites

•Record your screen

•Share feedback

<ahref=" https://textflode.blogspot.com/2025/03/artificial-intelligence-regulations.html>artificial intelligence regulations </a>

👉 Income Potential: Moderate (per test payment)

🛍️ 3. Resell Items You Don’t Need

Turn unwanted clothes and items into cash.

Apps to Try:


•Poshmark

•Depop

•OfferUp


Just:

1Take photos

2Upload listings

3Wait for buyers


👉 Great for decluttering + earning

📸 4. Sell Your Photos Online

If you take high-quality photos, you can earn passive income.


Platform:

•Shutterstock


Upload your photos. Every time someone downloads them, you earn money.


👉 Passive income opportunity


🎨 5. Sell Handmade Products


If you're creative, open an online store.


Platform:

•Etsy


Sell:

•Handmade crafts

•Printables

•Digital products

Manage your shop using the Etsy Seller app.



đŸŽĨ 6. Build a YouTube Channel


You can manage and upload videos from your phone.

Platform:

•YouTube


Once eligible for monetization:

•Ad revenue

•Brand sponsorship

•Affiliate marketing


👉 Long-term, scalable income

👉 Requires consistency


đŸŽĩ 7. Earn from Short Video Platforms

If you love creating content:

Platforms:


•TikTok

•Twitch


Ways to earn:


•Creator funds

•Sponsorships

•Donations

•Ads

👉 Needs audience growth


đŸ’ŧ 8. Freelancing from Your Phone

Offer your skills online.


Top Platforms:

•Fiverr

•Upwork


You can offer:


•Graphic design

•Writing

•Video editing

•Social media management

⚠ Fiverr takes ~20% commission.


📚 9. Teach Online

If you’re good at math, science, or languages:


Platform:

•Wyzant

You can:

•Set your schedule

•Teach remotely

•Manage lessons via app

🚗 10. Delivery & Ride Sharing

If you have a car or bike:

Delivery Apps:


•DoorDash

•Uber Eats


Ride Sharing:


•Uber

•Lyft

👉 Income depends on time invested.


💰 11. Start Investing with Apps

Invest small amounts of money using mobile apps.

Popular Platforms:


•Robinhood

•Acorns


Acorns focuses on small round-up investments.


Robinhood allows stock and ETF trading.


⚠ Investing involves risk. Learn before starting.


đŸ’ŗ 12. Cashback Apps (Save Money = Earn Money)

•Rakuten

•Ibotta


👉You earn cashback on purchases.


đŸ”Ĩ Best Strategy to Make Real Money Online

Instead of relying only on surveys:

✔ Learn a skill

✔ Start freelancing

✔ Build YouTube or content brand

✔ Create digital products

✔ Invest wisely

Quick money is possible.

But financial freedom requires consistency and smart strategy.


Frequently Asked Questions (FAQ)


1. Can I really make money from my phone?

Yes. Many apps allow you to earn. However, serious income usually requires skills or long-term effort.


2. Which app pays the most?

Freelancing platforms like Fiverr or Upwork and content platforms like YouTube offer higher earning potential compared to survey apps.


3. Is investing through apps safe?

Apps like Robinhood and Acorns are legitimate, but investing always carries risk.


4. How much can I earn per month?

It depends:


Surveys: Small pocket money

Freelancing: $200–$2000+

YouTube/TikTok: Unlimited (depends on growth)


5. What is the best option for beginners?


Start with:

Freelancing

Reselling items

Content creation


Final Thoughts

Making money online is not magic.

It’s a combination of:

✔ Smart app choices

✔ Consistent effort

✔ Skill building

✔ Patience

Start small.

Stay consistent.

Scale slowly.


Your financial freedom journey starts today. 🚀


About the Author

Written by MD Nurul Alam, a writer interested in self-reflection, psychology, and spiritual growth. He explores how inner awareness and mindful practices can improve mental well-being and daily life.This blog focuses on self-reflection, prayer, and psychological well-being, and tech, education.

 


Sunday, February 15, 2026

LEARN PYTHON – āϏāĻŽ্āĻĒূāϰ্āĻŖ āĻ—াāχāĻĄ

 



LEARN PYTHON.


The world of Python programming with our comprehensive resources. Learn coding techniques, best practices, and enhance your skills.




 Elevate your coding abilities and unlock new opportunities in the tech industry.


Master Python code programming with our in-depth articles and tutorial.




Unlock the world of Python programming!


āϏāĻšāϜ āĻ­াāώা⧟ āĻ•োāĻĄিং āĻļিāĻ–ুāύ, āĻĻāĻ•্āώāϤা āĻŦা⧜াāύ āĻāĻŦং āϟেāĻ• āχāύ্āĻĄাāϏ্āϟ্āϰিāϤে āύāϤুāύ āϏুāϝোāĻ—েāϰ āĻĻāϰāϜা āĻ–ুāϞুāύ।











āĻĒাāχāĻĨāύ।

āĻĒাāχāĻĨāύ āĻšāϞো āĻāĻ•āϟি āωāϚ্āϚ-āϏ্āϤāϰেāϰ, āĻŦāĻšুāĻŽুāĻ–ী āĻ“ āĻļāĻ•্āϤিāĻļাāϞী āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻ­াāώা, āϝা ā§§ā§¯ā§Žā§¯ āϏাāϞে āĻĄাāϚ āĻĒ্āϰোāĻ—্āϰাāĻŽাāϰ Guido van Rossum āĻĻ্āĻŦাāϰা āϤৈāϰি āĻ•āϰা āĻšā§Ÿ āĻāĻŦং ⧧⧝⧝⧧ āϏাāϞে āφāύুāώ্āĻ াāύিāĻ•āĻ­াāĻŦে āĻĒ্āϰāĻ•াāĻļিāϤ āĻšā§Ÿ।


āĻĒাāχāĻĨāύেāϰ āĻĒāϰিāϚিāϤি

1989 āϏাāϞে Guido van Rossum āĻĻ্āĻŦাāϰা āĻŦিāĻ•āĻļিāϤ, Python āĻāĻ•āϟি āĻŦāĻšুāĻŽুāĻ–ী āĻāĻŦং āωāϚ্āϚ-āϏ্āϤāϰেāϰ āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻ­াāώা। 

āĻāϟি āφāύুāώ্āĻ াāύিāĻ•āĻ­াāĻŦে 1991 āϏাāϞে āĻĒ্āϰāĻ•াāĻļিāϤ āĻšāϝ়েāĻ›িāϞ āĻāĻŦং āϤāĻ–āύ āĻĨেāĻ•ে āĻāϟিāϰ āĻĒাāĻ āϝোāĻ—্āϝāϤা, āϏāϰāϞāϤা āĻāĻŦং āĻŦ্āϝাāĻĒāĻ• āϏāĻŽ্āĻĒ্āϰāĻĻাāϝ়েāϰ āϏāĻŽāϰ্āĻĨāύেāϰ āϜāύ্āϝ āĻŦ্āϝাāĻĒāĻ•āĻ­াāĻŦে āϜāύāĻĒ্āϰিāϝ় āĻšāϝ়ে āωāĻ েāĻ›ে। 



āĻĒাāχāĻĨāύ āĻ•েāύ āĻļিāĻ–āĻŦেāύ?


āĻĒাāχāĻĨāύ āĻŦিāĻļ্āĻŦāĻŦ্āϝাāĻĒী āĻāĻ•āϟি āĻ…āϤ্āϝāύ্āϤ āĻĒāĻ›āύ্āĻĻেāϰ āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻ­াāώা āĻšিāϏাāĻŦে āĻĻাঁāĻĄ়িāϝ়েāĻ›ে, āĻāϟিāϰ āχāωāϟিāϞিāϟি, āĻ…্āϝাāĻ•্āϏেāϏিāĻŦিāϞিāϟি āĻāĻŦং āĻ“āϝ়েāĻŦ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ, āĻĄেāϟা āĻŦিāĻļ্āϞেāώāĻŖ āĻāĻŦং āĻ•ৃāϤ্āϰিāĻŽ āĻŦুāĻĻ্āϧিāĻŽāϤ্āϤাāϰ āĻŽāϤো āĻŦিāĻ­িāύ্āύ āĻ•্āώেāϤ্āϰে āĻŦ্āϝাāĻĒāĻ• āĻĒ্āϰāϝোāϜ্āϝāϤাāϰ āϜāύ্āϝ āĻŽূāϞ্āϝāĻŦাāύ। 

āφāϜ āĻĒাāχāĻĨāύ āĻŦিāĻļ্āĻŦāĻŦ্āϝাāĻĒী āĻ…āύ্āϝāϤāĻŽ āϜāύāĻĒ্āϰি⧟ āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻ­াāώা। āĻāϰ āĻŽূāϞ āĻļāĻ•্āϤি āĻšāϞো:

*āϏāĻšāϜ āϏিāύāϟ্āϝাāĻ•্āϏ

*āĻĒাāĻ āϝোāĻ—্āϝ āĻ•োāĻĄ

*āĻŦিāĻļাāϞ āĻ•āĻŽিāωāύিāϟি āϏাāĻĒোāϰ্āϟ

*āĻļāĻ•্āϤিāĻļাāϞী āϞাāχāĻŦ্āϰেāϰি āχāĻ•োāϏিāϏ্āϟেāĻŽ

āĻĒাāχāĻĨāύ āĻļিāĻ–āϞে āφāĻĒāύি āĻ•াāϜ āĻ•āϰāϤে āĻĒাāϰāĻŦেāύ:

🌐 āĻ“ā§ŸেāĻŦ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟে

📊 āĻĄেāϟা āϏা⧟েāύ্āϏে

🤖 āĻŽেāĻļিāύ āϞাāϰ্āύিং āĻ“ AI-āĻ

⚙️ āĻ…āϟোāĻŽেāĻļāύে

🎮 āĻ—েāĻŽ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟে

āĻāϰ āϏāϰāϞ āϏিāύāϟ্āϝাāĻ•্āϏ āύāϤুāύāĻĻেāϰ āϜāύ্āϝ āĻ–ুāĻŦāχ āωāĻĒāϝোāĻ—ী। āĻāĻ–াāύে {} āĻŦা ; āĻāϰ āĻŦāĻĻāϞে indentation (āĻšো⧟াāχāϟāϏ্āĻĒেāϏ) āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰা āĻšā§Ÿ, āϝা āĻ•োāĻĄāĻ•ে āĻĒāϰিāώ্āĻ•াāϰ āĻ“ āĻŦোāϧāĻ—āĻŽ্āϝ āĻ•āϰে।




 āϏ্āĻ•্āϰ্āϝাāϚ āĻĨেāĻ•ে āĻļুāϰু āĻ•āϰāĻ›েāύ āĻŦা āĻāĻ•āϜāύ āĻĻāĻ•্āώ āĻ•োāĻĄাāϰ āϝা āφāĻĒāύাāϰ āĻĻāĻ•্āώāϤা āĻŦাāĻĄ়াāϤে āϚাāχāĻ›েāύ, āĻĒাāχāĻĨāύāĻ•ে āφāϞিāĻ™্āĻ—āύ āĻ•āϰা āĻ…āĻ—āĻŖিāϤ āϏুāϝোāĻ—েāϰ āĻāĻ•āϟি āĻ—েāϟāĻ“āϝ়ে।

āĻĒাāχāĻĨāύেāϰ āĻĒ্āϰāϧাāύ āĻŦৈāĻļিāώ্āϟ্āϝ

✅ āϏāĻšāϜ āĻ“ āĻĒāϰিāώ্āĻ•াāϰ āϏিāύāϟ্āϝাāĻ•্āϏ

āĻĒাāĻ āϝোāĻ—্āϝāϤা āĻĒাāχāĻĨāύেāϰ āϏāĻŦāϚে⧟ে āĻŦ⧜ āĻļāĻ•্āϤি।

✅ āĻ•্āϰāϏ-āĻĒ্āϞ্āϝাāϟāĻĢāϰ্āĻŽ

Windows, Linux, macOS – āϏāĻŦ āĻĒ্āϞ্āϝাāϟāĻĢāϰ্āĻŽে āϚāϞে।

✅ āĻ“āĻĒেāύ āϏোāϰ্āϏ

āĻĒাāχāĻĨāύেāϰ āϏোāϰ্āϏ āĻ•োāĻĄ āϏāĻŦাāϰ āϜāύ্āϝ āωāύ্āĻŽুāĻ•্āϤ।

✅ āĻ…āĻŦāϜেāĻ•্āϟ-āĻ“āϰি⧟েāύ্āϟেāĻĄ

āĻŽāĻĄুāϞাāϰ, āĻĒুāύঃāĻŦ্āϝāĻŦāĻšাāϰāϝোāĻ—্āϝ āĻ“ āϰāĻ•্āώāĻŖাāĻŦেāĻ•্āώāĻŖāϝোāĻ—্āϝ āĻ•োāĻĄ āϤৈāϰি āϏāĻšāϜ।

✅ āĻĄা⧟āύাāĻŽিāĻ• āϟাāχāĻĒিং

āĻ­েāϰি⧟েāĻŦāϞেāϰ āϟাāχāĻĒ āϰাāύāϟাāχāĻŽে āύিāϰ্āϧাāϰিāϤ āĻšā§Ÿ।




āĻāϰ āϏāϰāϞāϤা āĻāĻŦং āĻĒাāĻ āϝোāĻ—্āϝāϤাāϰ āĻ•াāϰāĻŖে āύāϤুāύāϰা āĻāϤে āφāĻ—্āϰāĻšী। āĻāϰ āϏিāύāϟ্āϝাāĻ•্āϏ āĻ­াāϞāĻ­াāĻŦে āϏংāϜ্āĻžাāϝ়িāϤ āĻ•āϰা āĻšāϝ়েāĻ›ে āĻĒ্āϰোāĻ—্āϰাāĻŽিং āύāϤুāύāĻĻেāϰ āϜāύ্āϝ āĻāϤ āĻĻ্āϰুāϤ āĻĒāϰিāϚিāϤ āĻšāĻ“āϝ়াāϰ āϜāύ্āϝ। 


āϐāϤিāĻš্āϝāĻ—āϤ āĻ•োঁāĻ•āĻĄ়া āϧāύুāϰ্āĻŦāύ্āϧāύী āĻŦা āϏেāĻŽিāĻ•োāϞāύেāϰ āĻĒāϰিāĻŦāϰ্āϤে āĻšোāϝ়াāχāϟāϏ্āĻĒেāϏ āχāύ্āĻĄেāύ্āϟেāĻļāύেāϰ āωāĻĒāϰ āύিāϰ্āĻ­āϰāϤা āĻĒāϰিāώ্āĻ•াāϰ āĻāĻŦং āϏāĻšāϜে āĻŦোāϧāĻ—āĻŽ্āϝ āĻ•োāĻĄ āϤৈāϰিāϤে āĻ…āĻŦāĻĻাāύ āϰাāĻ–ে।


āĻāĻ•āϟি āĻŦিāϏ্āϤৃāϤ āϞাāχāĻŦ্āϰেāϰি āχāĻ•োāϏিāϏ্āϟেāĻŽ āĻĒাāχāĻĨāύেāϰ āφāĻŦেāĻĻāύāĻ•ে āφāϰāĻ“ āĻŦাāĻĄ়িāϝ়ে āϤোāϞে। āĻŦ্āϝāĻŦāĻšাāϰāĻ•াāϰীāĻĻেāϰ āĻŦৈāϜ্āĻžাāύিāĻ• āĻ•āĻŽ্āĻĒিāωāϟিং, āĻĄেāϟা āĻŦিāĻļ্āϞেāώāĻŖ āĻāĻŦং āĻ“āϝ়েāĻŦ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟেāϰ āĻ•াāϜāĻ—ুāϞিāϰ āϜāύ্āϝ āĻĒূāϰ্āĻŦ-āύিāϰ্āĻŽিāϤ āϏāϰāĻž্āϜাāĻŽāĻ—ুāϞিāϰ āĻāĻ•āϟি āϏāĻŽ্āĻĒāĻĻ āĻĻিāϝ়ে āϏāϜ্āϜিāϤ āĻ•āϰে৷āĻĒাāχāĻĨāύেāϰ āϏāĻŽ্āĻĒāĻĻāĻļাāϞীāϤা āĻ“āϝ়েāĻŦ āĻ…্āϝাāĻĒ্āϞিāĻ•েāĻļāύেāϰ āĻŦিāĻ•াāĻļ, āϟাāϏ্āĻ• āĻ…āϟোāĻŽেāĻļāύ, āĻĄেāϟা āĻŦিāĻļ্āϞেāώāĻŖ āĻāĻŦং āĻŽেāĻļিāύ āϞাāϰ্āύিং āĻŽāĻĄেāϞ āϤৈāϰি āϏāĻš āĻŦিāĻ­িāύ্āύ āĻ…্āϝাāĻĒ্āϞিāĻ•েāĻļāύ āĻĒāϰিāϚাāϞāύা āĻ•āϰাāϰ āĻ•্āώāĻŽāϤাāϰ āĻŽāϧ্āϝে āϏ্āĻĒāώ্āϟ। āĻāϰ āĻ•্āϰāϏ-āĻĒ্āϞ্āϝাāϟāĻĢāϰ্āĻŽ āϏাāĻŽāĻž্āϜāϏ্āϝāϤা āĻŦিāĻ­িāύ্āύ āĻ…āĻĒাāϰেāϟিং āϏিāϏ্āϟেāĻŽ āϜুāĻĄ়ে āĻŽāϏৃāĻŖ āĻ•োāĻĄ āϏāĻŽ্āĻĒাāĻĻāύāĻ•ে āϏāĻ•্āώāĻŽ āĻ•āϰে।


āĻļāĻ•্āϤিāĻļাāϞী āĻĒাāχāĻĨāύ āϤাāϰ āϏāĻšāϝোāĻ—ী āύীāϤিāϰ āĻāĻ•āϟি āĻĒ্āϰāĻŽাāĻŖ। 

āĻāϰ āĻ…āύ্āϤāϰ্āĻ­ুāĻ•্āϤিāϰ āϜāύ্āϝ āĻĒāϰিāϚিāϤ, āĻāχ āϏāĻŽ্āĻĒ্āϰāĻĻাāϝ়āϟি āĻĢোāϰাāĻŽ, āϟিāωāϟোāϰিāϝ়াāϞ āĻāĻŦং āϏংāϏ্āĻĨাāύāĻ—ুāϞিāϰ āĻŽাāϧ্āϝāĻŽে āĻĒ্āϰāϚুāϰ āϏāĻŽāϰ্āĻĨāύ āĻĒ্āϰāĻĻাāύ āĻ•āϰে, āĻļেāĻ–াāϰ āĻāĻŦং āĻŦ্āϝāĻ•্āϤিāĻ—āϤ āĻŦিāĻ•াāĻļেāϰ āϜāύ্āϝ āĻāĻ•āϟি āφāĻĻāϰ্āĻļ āĻĒāϰিāĻŦেāĻļ āϤৈāϰি āĻ•āϰে। āĻŦিāϏ্āϤাāϰিāϤ āĻĄāĻ•ুāĻŽেāύ্āϟেāĻļāύ āĻŦ্āϝāĻŦāĻšাāϰāĻ•াāϰীāĻĻেāϰ āφāϰāĻ“ āϏāĻšাāϝ়āϤা āĻ•āϰে, āĻĒাāχāĻĨāύেāϰ āĻŽāĻĄিāωāϞ āĻāĻŦং āĻĢাংāĻļāύāĻ—ুāϞিāϰ āĻŦ্āϝাāĻĒāĻ• āĻ…āύ্āϤāϰ্āĻĻৃāώ্āϟি āĻĒ্āϰāĻĻাāύ āĻ•āϰে।āĻ“āϝ়েāĻŦ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ, āĻĄেāϟা āϏাāϝ়েāύ্āϏ, āĻŽেāĻļিāύ āϞাāϰ্āύিং āĻāĻŦং āĻ…āϟোāĻŽেāĻļāύে āĻŦ্āϝাāĻĒāĻ•āĻ­াāĻŦে āĻŦ্āϝāĻŦāĻšৃāϤ āĻāĻ•āϟি āĻ­াāώা āĻĒাāχāĻĨāύ āĻĻāĻ•্āώāϤা āĻ…āϰ্āϜāύেāϰ āĻŽাāϧ্āϝāĻŽে āφāĻĒāύাāϰ āĻ•āϰ্āĻŽāϜীāĻŦāύে āĻ…āĻ—্āϰāϏāϰ āĻšāĻ“āϝ়া āϏāĻŽ্āĻ­āĻŦ। 




āĻĒাāχāĻĨāύ āĻĄেāĻ­েāϞāĻĒাāϰāĻĻেāϰ āϜāύ্āϝ āĻ•্āϰāĻŽাāĻ—āϤ āωāϚ্āϚ āĻĨাāĻ•ে, āĻ•োāĻŽ্āĻĒাāύিāĻ—ুāϞি āϏāĻ•্āϰিāϝ়āĻ­াāĻŦে āĻāχ āĻŦāĻšুāĻŽুāĻ–ী āĻ­াāώাāϝ় āĻĻāĻ•্āώ āĻĒেāĻļাāĻĻাāϰāĻĻেāϰ āϏāύ্āϧাāύ āĻ•āϰে। 


āĻĒাāχāĻĨāύ āφāϝ়āϤ্āϤ āĻ•āϰা āĻļুāϧুāĻŽাāϤ্āϰ āωāϤ্āϤেāϜāύাāĻĒূāϰ্āĻŖ āĻ•াāϜেāϰ āϏুāϝোāĻ—েāϰ āĻĻāϰāϜা āĻ–ুāϞে āĻĻেāϝ় āύা āĻŦāϰং āφāϰāĻ“ āϞাāĻ­āϜāύāĻ• āĻŦেāϤāύেāϰ āϏāĻŽ্āĻ­াāĻŦāύাāϰ āĻĻিāĻ•ে āύিāϝ়ে āϝাāĻ“āϝ়াāϰ āϏāĻŽ্āĻ­াāĻŦāύাāĻ“ āϰāϝ়েāĻ›ে।




āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻ•āϰাāϰ āĻŽাāϧ্āϝāĻŽে āϏāĻŦāϚেāϝ়ে āĻ­াāϞোāĻ­াāĻŦে āĻļেāĻ–া āϝাāϝ়, āĻāĻŦং āĻāχāĻ­াāĻŦে āĻŦ্āϝāĻŦāĻšাāϰিāĻ• āĻ…āύুāĻļীāϞāύ āĻāĻŦং āĻŦাāϏ্āϤāĻŦ-āĻŦিāĻļ্āĻŦেāϰ āĻĒ্āϰāĻ•āϞ্āĻĒ āĻ…āύ্āϤāϰ্āĻ­ুāĻ•্āϤ āĻ•āϰা । 


āĻāχ āĻĒ্āϰāĻ•āϞ্āĻĒāĻ—ুāϞি āĻ•্āϰāĻŽāĻŦāϰ্āϧāĻŽাāύ āϜāϟিāϞāϤাāϝ় āĻŦৃāĻĻ্āϧি āĻĒাāϝ়, āĻ…āϰ্āϜিāϤ āϧাāϰāĻŖাāĻ—ুāϞি āĻĒ্āϰāϝ়োāĻ— āĻ•āϰাāϰ āϜāύ্āϝ āĻāĻ•āϟি āĻĒ্āϞ্āϝাāϟāĻĢāϰ্āĻŽ āĻĒ্āϰāĻĻাāύ āĻ•āϰে। āĻāĻŦং āĻŽূāϞ্āϝāĻŦাāύ āĻš্āϝাāύ্āĻĄāϏ-āĻ…āύ āĻ…āĻ­িāϜ্āĻžāϤা āĻ…āϰ্āϜāύ। āĻāχ āĻĒ্āϰāĻ•āϞ্āĻĒāĻ—ুāϞিāϤে āϏāĻ•্āϰিāϝ় āĻ…ংāĻļāĻ—্āϰāĻšāĻŖেāϰ āĻŽাāϧ্āϝāĻŽে, āĻĒাāĻ āĻ•āϰা āĻļুāϧুāĻŽাāϤ্āϰ āĻĒাāχāĻĨāύ āϏāĻŽ্āĻĒāϰ্āĻ•ে āϤাāĻĻেāϰ āĻŦোāϧāĻ—āĻŽ্āϝāϤাāĻ•ে āĻļāĻ•্āϤিāĻļাāϞী āĻ•āϰে āύা āĻŦāϰং āĻŦাāϏ্āϤāĻŦ-āĻŦিāĻļ্āĻŦেāϰ āĻĒ্āϰোāĻ—্āϰাāĻŽিং āϚ্āϝাāϞেāĻž্āϜেāϰ āϜāύ্āϝ āĻ…āϤ্āϝাāĻŦāĻļ্āϝāĻ• āϏāĻŽāϏ্āϝা āϏāĻŽাāϧাāύেāϰ āĻĻāĻ•্āώāϤাāĻ“ āĻ—āĻĄ়ে āϤোāϞে।






āĻĒাāχāĻĨāύেāϰ āĻļীāϰ্āώ āĻŦৈāĻļিāώ্āϟ্āϝāϏāĻšāϜ āĻ•াāĻ াāĻŽো āĻāĻŦং āϏ্āĻĒāώ্āϟāĻ­াāĻŦে āϏংāϜ্āĻžাāϝ়িāϤ āϏিāύāϟ্āϝাāĻ•্āϏ: āĻĒাāχāĻĨāύেāϰ āϏিāύāϟ্āϝাāĻ•্āϏ āĻĄিāϜাāχāύ āĻ•āϰা āĻšāϝ়েāĻ›েāĻĒāĻ āύāϝোāĻ—্āϝāϤা, āύāϤুāύ āĻāĻŦং āĻ…āĻ­িāϜ্āĻž āĻŦিāĻ•াāĻļāĻ•াāϰী āωāĻ­āϝ়েāϰ āϜāύ্āϝāχ āĻĻāĻ•্āώāϤাāϰ āϏাāĻĨে āĻ•োāĻĄ āĻŦোāĻা āĻāĻŦং āϞিāĻ–āϤে āϏāĻšāϜ āĻ•āϰে āϤোāϞে।


āĻ•্āϰāϏ-āĻĒ্āϞ্āϝাāϟāĻĢāϰ্āĻŽ āϏাāĻŽāĻž্āϜāϏ্āϝāϤা: 

āĻĒাāχāĻĨāύেāϰ āĻŦিāĻ­িāύ্āύ āĻ…āĻĒাāϰেāϟিং āϚাāϞাāύোāϰ āĻ•্āώāĻŽāϤাWindows, Linux, āĻāĻŦং macOS āϏāĻš āϏিāϏ্āϟেāĻŽāĻ—ুāϞি āĻāϟিāĻ•ে āĻāĻ•āϟি āĻĒোāϰ্āϟেāĻŦāϞ āĻ­াāώা āĻ•āϰে āϤোāϞে। āĻāχ āĻŦৈāĻļিāώ্āϟ্āϝāϟি āĻŦিāĻ•াāĻļāĻ•াāϰীāĻĻেāϰ āĻāĻŽāύ āϏāĻĢ্āϟāĻ“āϝ়্āϝাāϰ āϤৈāϰি āĻ•āϰāϤে āĻĻেāϝ় āϝা āύিāϰ্āĻŦিāϘ্āύে āĻŦিāĻ­িāύ্āύ āĻĒ্āϞ্āϝাāϟāĻĢāϰ্āĻŽ āϜুāĻĄ়ে āĻ•াāϜ āĻ•āϰāϤে āĻĒাāϰে।


🛠 āĻĒাāχāĻĨāύেāϰ āĻŦ্āϝāĻŦāĻšাāϰ āĻ•্āώেāϤ্āϰ



🌐 āĻ“ā§ŸেāĻŦ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ

āϜāύāĻĒ্āϰি⧟ āĻĢ্āϰেāĻŽāĻ“ā§Ÿাāϰ্āĻ•:

♦️Django

♦️Flask

📊 āĻĄেāϟা āϏা⧟েāύ্āϏ āĻ“ āĻŽেāĻļিāύ āϞাāϰ্āύিং

āϞাāχāĻŦ্āϰেāϰি:

♦️NumPy

♦️Pandas

♦️TensorFlow

♦️PyTorch

♦️scikit-learn

🎮 āĻ—েāĻŽ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ

Pygame




āĻ“āĻĒেāύ āϏোāϰ্āϏ:

 āĻĒাāχāĻĨāύেāϰ āĻ“āĻĒেāύ āϏোāϰ্āϏ āĻĒ্āϰāĻ•ৃāϤিāϰ āĻŽাāύে āĻšāϞ āϝে āĻāϰ āϏোāϰ্āϏ āĻ•োāĻĄ āϜāύāϏাāϧাāϰāĻŖেāϰ āϜāύ্āϝ āĻ…āĻŦাāϧে āωāĻĒāϞāĻŦ্āϧ। āĻāϟি āϏāĻšāϝোāĻ—িāϤা āĻāĻŦং āϏāĻŽ্āĻĒ্āϰāĻĻাāϝ়-āϚাāϞিāϤ āωāύ্āύāϤিāĻ•ে āĻ‰ā§ŽāϏাāĻšিāϤ āĻ•āϰে।


āĻ…āĻŦāϜেāĻ•্āϟ-āĻ“āϰিāϝ়েāύ্āϟেāĻĄ āĻ…্āϝাāĻĒ্āϰোāϚ: 


āĻĒাāχāĻĨāύেāϰ āĻ…āĻŦāϜেāĻ•্āϟ-āĻ“āϰিāϝ়েāύ্āϟেāĻĄ āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻĒ্āϝাāϰাāĻĄাāχāĻŽ āĻŦāϏ্āϤুāϰ āĻŽāϧ্āϝে āĻ•োāĻĄেāϰ āϏংāĻ—āĻ āύāĻ•ে āĻ‰ā§ŽāϏাāĻšিāϤ āĻ•āϰে, āĻŽāĻĄুāϞাāϰিāϟি, āĻĒুāύঃāĻŦ্āϝāĻŦāĻšাāϰāϝোāĻ—্āϝāϤা āĻāĻŦং āϰāĻ•্āώāĻŖাāĻŦেāĻ•্āώāĻŖāϝোāĻ—্āϝāϤা āĻĒ্āϰāϚাāϰ āĻ•āϰে।


đŸ’ģ āϜāύāĻĒ্āϰি⧟ Python IDE āĻ“ āϟুāϞāϏ

*Visual Studio Code

*PyCharm

*Jupyter Notebook

*Sublime Text

*Python IDLE

*Spyder


 āĻĒাāχāĻĨāύেāϰ āĻŦিāϏ্āϤৃāϤ āϏ্āϟ্āϝাāύ্āĻĄাāϰ্āĻĄ āϞাāχāĻŦ্āϰেāϰি āĻāĻŦং āĻ…āϤিāϰিāĻ•্āϤ


āϤৃāϤীāϝ় āĻĒāĻ•্āώেāϰ āϞাāχāĻŦ্āϰেāϰিāĻ—ুāϞো āĻ“āϝ়েāĻŦ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ āĻĨেāĻ•ে āĻļুāϰু āĻ•āϰে āĻŦৈāϜ্āĻžাāύিāĻ• āĻ•āĻŽ্āĻĒিāωāϟিং āĻĒāϰ্āϝāύ্āϤ āĻŦিāĻ­িāύ্āύ āĻ•াāϜেāϰ āϜāύ্āϝ āĻĒূāϰ্āĻŦ-āύিāϰ্āĻŽিāϤ āĻŽāĻĄিāωāϞ āϏāϰāĻŦāϰাāĻš āĻ•āϰে।


āĻĄাāϝ়āύাāĻŽিāĻ• āϟাāχāĻĒিং: 


āĻĒাāχāĻĨāύ āĻĄাāϝ়āύাāĻŽিāĻ• āϟাāχāĻĒিং āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰে, āϝেāĻ–াāύে āϰাāύāϟাāχāĻŽে āĻ­েāϰিāϝ়েāĻŦāϞ āϟাāχāĻĒ āύিāϰ্āϧাāϰāĻŖ āĻ•āϰা āĻšāϝ়, āϏ্āĻĒāώ্āϟ āϧāϰāύেāϰ āϘোāώāĻŖাāϰ āĻĒ্āϰāϝ়োāϜāύীāϝ়āϤা āĻĻূāϰ āĻ•āϰে।


āĻĒাāχāĻĨāύ āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻāϰ āĻŦ্āϝāĻŦāĻšাāϰ āĻĒাāχāĻĨāύ āĻŦিāĻ­িāύ্āύ āĻĄোāĻŽেāύে āĻ…্āϝাāĻĒ্āϞিāĻ•েāĻļāύ āĻ–ুঁāϜে āĻĒাāϝ়, āϝাāϰ āĻŽāϧ্āϝে āϰāϝ়েāĻ›ে, āĻĄেāϏ্āĻ•āϟāĻĒ āĻ…্āϝাāĻĒ্āϞিāĻ•েāĻļāύ, āĻ—্āϰাāĻĢিāĻ•্āϝাāϞ āχāωāϜাāϰ āχāύ্āϟাāϰāĻĢেāϏ (GUIs) āϏāĻš āĻĄেāϏ্āĻ•āϟāĻĒ āĻ…্āϝাāĻĒ্āϞিāĻ•েāĻļāύ āϤৈāϰি āĻ•āϰāϤে āĻĒাāχāĻĨāύ āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰা āĻšāϝ়।

āĻ“āϝ়েāĻŦ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ: 


āϜ্āϝাāĻ™্āĻ—ো āĻāĻŦং āĻĢ্āϞাāϏ্āĻ•েāϰ āĻŽāϤো āĻĢ্āϰেāĻŽāĻ“āϝ়াāϰ্āĻ• āĻ“āϝ়েāĻŦ āĻ…্āϝাāĻĒ্āϞিāĻ•েāĻļāύ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟāĻ•ে āϏāĻšāϜāϤāϰ āĻ•āϰে।āĻĄেāϟা āϏাāϝ়েāύ্āϏ āĻāĻŦং āĻŽেāĻļিāύ āϞাāϰ্āύিং: 




āĻĒাāχāĻĨāύ āĻšāϞ āĻĄেāϟা āĻŦিāĻļ্āϞেāώāĻŖ, āĻŽেāĻļিāύ āϞাāϰ্āύিং āĻāĻŦং āĻ•ৃāϤ্āϰিāĻŽ āĻŦুāĻĻ্āϧিāĻŽāϤ্āϤাāϰ āϜāύ্āϝ āĻāĻ•āϟি āĻ—ো-āϟু āĻ­াāώা, āϝা NumPy, Pandas, TensorFlow āĻāĻŦং PyTorch-āĻāϰ āĻŽāϤো āϞাāχāĻŦ্āϰেāϰি āĻĻ্āĻŦাāϰা āϏāĻŽāϰ্āĻĨিāϤ৷


āĻ—েāĻŽ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ:

 Python āϏ্āĻ•্āϰিāĻĒ্āϟিং āĻāϰ āϜāύ্āϝ āĻ—েāĻŽিং āĻļিāϞ্āĻĒে āύিāϝুāĻ•্āϤ āĻšāϝ়.. AI, āĻāĻŦং Pygame āĻāϰ āĻŽāϤ āĻĢ্āϰেāĻŽāĻ“āϝ়াāϰ্āĻ• āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰে āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ।




āϜāύāĻĒ্āϰিāϝ় āĻĒাāχāĻĨāύ āĻĢ্āϰেāĻŽāĻ“āϝ়াāϰ্āĻ• āĻāĻŦং āϞাāχāĻŦ্āϰেāϰি



  *āĻ“āϝ়েāĻŦ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ: 


āϜ্āϝাāĻ™্āĻ—ো, āĻĢ্āϞাāϏ্āĻ•, āĻĒিāϰাāĻŽিāĻĄ āĻāĻŦং āϚেāϰিāĻĒাāχ āĻŦ্āϝাāĻĒāĻ•āĻ­াāĻŦে āĻŦ্āϝāĻŦāĻšৃāϤ āĻĢ্āϰেāĻŽāĻ“āϝ়াāϰ্āĻ•।




*GUI āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ: Tkinter, PyQt, Kivy, āĻāĻŦং PyGTK āĻ—্āϰাāĻĢিāĻ•াāϞ āχāωāϜাāϰ āχāύ্āϟাāϰāĻĢেāϏ āϤৈāϰিāϰ āϜāύ্āϝ āϟুāϞ āĻ…āĻĢাāϰ āĻ•āϰে।




*āĻŽেāĻļিāύ āϞাāϰ্āύিং āĻāĻŦং āĻĄেāϟা āϏাāϝ়েāύ্āϏ: TensorFlow, PyTorch, scikit-learn, Matplotlib āĻāĻŦং SciPy āĻšāϞ āĻŽেāĻļিāύ āϞাāϰ্āύিং āĻāĻŦং āĻŦৈāϜ্āĻžাāύিāĻ• āĻ•āĻŽ্āĻĒিāωāϟিং āĻāϰ āϜāύ্āϝ āĻĒ্āϰāϝ়োāϜāύীāϝ় āϞাāχāĻŦ্āϰেāϰি।




* āĻ—াāĻŖিāϤিāĻ• āĻ—āĻŖāύা: NumPy āĻāĻŦং āĻĒাāύ্āĻĄাāĻ—ুāϞি āϏংāĻ–্āϝাāϏূāϚāĻ• āĻāĻŦং āĻĄেāϟা āĻŦিāĻļ্āϞেāώāĻŖেāϰ āĻ•াāϜে āĻŦ্āϝাāĻĒāĻ•āĻ­াāĻŦে āĻŦ্āϝāĻŦāĻšৃāϤ āĻšāϝ়।






* āĻĒাāχāĻĨāύে āϜুāĻĒিāϟাāϰ āύোāϟāĻŦুāĻ• āχāύ্āϟাāϰেāĻ•্āϟিāĻ­ āĻ•āĻŽ্āĻĒিāωāϟিং āĻāĻŦং āĻĄেāϟা āĻ­িāϜ্āϝুāϝ়াāϞাāχāϜেāĻļāύেāϰ āϜāύ্āϝ āĻŦ্āϝাāĻĒāĻ•āĻ­াāĻŦে āĻŦ্āϝāĻŦāĻšৃāϤ āĻšāϝ়।




*āĻ­িāϜ্āϝুāϝ়াāϞ āϏ্āϟুāĻĄিāĻ“ āĻ•োāĻĄ (VSCode): āĻŽাāχāĻ•্āϰোāϏāĻĢ্āϟ āĻĻ্āĻŦাāϰা āϤৈāϰি, VSCode āĻšāϞ āĻāĻ•āϟি āϜāύāĻĒ্āϰিāϝ়, āĻŦিāύাāĻŽূāϞ্āϝেāϰ āĻāĻŦং āĻ“āĻĒেāύ-āϏোāϰ্āϏ āĻ•োāĻĄ āĻāĻĄিāϟāϰ āϝাāϰ āĻŦৈāĻļিāώ্āϟ্āϝ āĻāĻŦং āĻāĻ•্āϏāϟেāύāĻļāύেāϰ āĻāĻ•āϟি āϏāĻŽৃāĻĻ্āϧ āϏেāϟ āϰāϝ়েāĻ›ে।




* āϏাāĻŦ্āϞাāχāĻŽ āϟেāĻ•্āϏāϟ āĻāĻĄিāϟāϰ: 


āϏাāĻŦ্āϞাāχāĻŽ āϟেāĻ•্āϏāϟ āĻšāϞ āĻāĻ•āϟি āĻšাāϞāĻ•া āĻ“āϜāύেāϰ, āĻ•িāύ্āϤু āĻļāĻ•্āϤিāĻļাāϞী āϟেāĻ•্āϏāϟ āĻāĻĄিāϟāϰ āϝা āϤাāϰ āĻ—āϤি āĻāĻŦং āĻŦāĻšুāĻŽুāĻ–ীāϤাāϰ āϜāύ্āϝ āĻĒāϰিāϚিāϤ।




* PyCharm: 


JetBrains āĻĻ্āĻŦাāϰা āĻŦিāĻ•াāĻļিāϤ, PyCharm āĻšāϞ āĻĒাāχāĻĨāύ āĻŦিāĻ•াāĻļেāϰ āϜāύ্āϝ āωāύ্āύāϤ āĻŦৈāĻļিāώ্āϟ্āϝ āϏāĻš āĻāĻ•āϟি āĻļāĻ•্āϤিāĻļাāϞী āϏāĻŽāύ্āĻŦিāϤ āωāύ্āύāϝ়āύ āĻĒāϰিāĻŦেāĻļ (IDE)।




* āĻĒাāχāĻĨāύ āφāχāĻĄিāĻāϞ: 


āĻĒাāχāĻĨāύেāϰ āĻĄিāĻĢāϞ্āϟ āχāύ্āϟিāĻ—্āϰেāϟেāĻĄ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ āĻāĻŦং āĻļেāĻ–াāϰ āĻĒāϰিāĻŦেāĻļ।


āϏ্āĻĒাāχāĻĄাāϰ: āĻāĻ•āϟি āĻļāĻ•্āϤিāĻļাāϞী IDE āĻŦিāĻļেāώāĻ­াāĻŦে āĻŦৈāϜ্āĻžাāύিāĻ• āĻ•āĻŽ্āĻĒিāωāϟিং āĻāĻŦং āĻĄেāϟা āĻŦিāĻļ্āϞেāώāĻŖেāϰ āϜāύ্āϝ āĻĄিāϜাāχāύ āĻ•āϰা āĻšāϝ়েāĻ›ে।


-----------------------------------_--




āĻāĻ•āϟি āύিāϰ্āĻĻিāώ্āϟ āĻ•āĻŽ্āĻĒিāωāϟিং āĻĢāϞাāĻĢāϞ āĻŦা āĻāĻ•āϟি āύিāϰ্āĻĻিāώ্āϟ āĻ•াāϜ āϏāĻŽ্āĻĒাāĻĻāύ āĻ•āϰাāϰ āϜāύ্āϝ āĻāĻ•āϟি āĻāĻ•্āϏিāĻ•িāωāϟেāĻŦāϞ āĻ•āĻŽ্āĻĒিāωāϟাāϰ āĻĒ্āϰোāĻ—্āϰাāĻŽ āĻĄিāϜাāχāύ āĻāĻŦং āύিāϰ্āĻŽাāĻŖেāϰ āĻĒ্āϰāĻ•্āϰিāϝ়া।


 āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻāϰ āĻŽāϧ্āϝে āĻ•াāϜāĻ—ুāϞি āĻ…āύ্āϤāϰ্āĻ­ুāĻ•্āϤ āĻĨাāĻ•ে।

āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻ•ী?

āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻšāϞো āĻāĻ•āϟি āύিāϰ্āĻĻিāώ্āϟ āĻ•াāϜ āϏāĻŽ্āĻĒাāĻĻāύেāϰ āϜāύ্āϝ āĻ•āĻŽ্āĻĒিāωāϟাāϰāĻ•ে āύিāϰ্āĻĻেāĻļāύা āĻĻেāĻ“ā§Ÿা।

āĻ•āĻŽ্āĻĒিāωāϟাāϰ āύিāϜে āϚিāύ্āϤা āĻ•āϰāϤে āĻĒাāϰে āύা — āϤাāĻ•ে āϧাāĻĒে āϧাāĻĒে āĻŦāϞāϤে āĻšā§Ÿ:

āĻ•ী āĻ•āϰāϤে āĻšāĻŦে?

*āĻ•োāύ āĻļāϰ্āϤে āĻ•ী āϏিāĻĻ্āϧাāύ্āϤ āύিāϤে āĻšāĻŦে

*āĻĄেāϟা āĻ•ীāĻ­াāĻŦে āĻĒ্āϰāĻ•্āϰি⧟া āĻ•āϰāϤে āĻšāĻŦে

āĻ­াāϞো āĻ•োāĻĄ āĻšāĻ“ā§Ÿা āωāϚিāϤ:

*āϏংāĻ•্āώিāĻĒ্āϤ

*āĻĻ্āϰুāϤ

*āĻŽাāϰ্āϜিāϤ

*āϏāĻšāϜে āĻĒāϰিāĻŦāϰ্āϤāύāϝোāĻ—্āϝ

*āϏāĻšāϜে āϏ্āĻ•েāϞāϝোāĻ—্āϝ



 āϝেāĻŽāύ: āĻŦিāĻļ্āϞেāώāĻŖ, āĻ…্āϝাāϞāĻ—āϰিāĻĻāĻŽ āϤৈāϰি āĻ•āϰা, āĻĒ্āϰোāĻĢাāχāϞিং āĻ…্āϝাāϞāĻ—āϰিāĻĻāĻŽেāϰ āύিāϰ্āĻ­ুāϞāϤা āĻāĻŦং āϏāĻŽ্āĻĒāĻĻেāϰ āĻŦ্āϝāĻŦāĻšাāϰ āĻāĻŦং āĻāϰ āĻŦাāϏ্āϤāĻŦাāϝ়āύ āĻāĻ•āϟি āύিāϰ্āĻŦাāϚিāϤ āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻ­াāώাāϝ় āĻ…্āϝাāϞāĻ—āϰিāĻĻāĻŽ (āϏাāϧাāϰāĻŖāϤ āĻ•োāĻĄিং āĻšিāϏাāĻŦে āωāϞ্āϞেāĻ– āĻ•āϰা āĻšāϝ়)।"(https://en.wikipedia.org/wiki/Co mputer programming)āϏংāĻ•্āώেāĻĒে, āĻ•āĻŽ্āĻĒিāωāϟাāϰ āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻŦা āĻ•োāĻĄিং, āϝেāĻŽāύāϟি āĻ•āĻ–āύāĻ“ āĻ•āĻ–āύāĻ“ āĻĒāϰিāϚিāϤ , āĻāĻ•āϟি āĻ•āĻŽ্āĻĒিāωāϟাāϰāĻ•ে āϏে āĻŦোāĻে āĻāĻŽāύ āĻ­াāώা āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰে āĻ•িāĻ›ু āĻ•āϰāϤে āĻŦāϞāĻ›ে৷


āĻ•āĻŽ্āĻĒিāωāϟাāϰ āĻ–ুāĻŦāχ āĻļāĻ•্āϤিāĻļাāϞী āϟুāϞ, āĻ•িāύ্āϤু āĻĻুāϰ্āĻ­াāĻ—্āϝāĻŦāĻļāϤ, āϤাāϰা āύিāϜেāĻĻেāϰ āϜāύ্āϝ āϚিāύ্āϤা āĻ•āϰāϤে āĻĒাāϰে āύা।


 āϤাāĻĻেāϰ āϏāĻŦāĻ•িāĻ›ু āĻŦāϞা āĻĻāϰāĻ•াāϰ: āĻ•ীāĻ­াāĻŦে āĻāĻ•āϟি āĻ•াāϜ āϏāĻŽ্āĻĒাāĻĻāύ āĻ•āϰāϤে āĻšāϝ়; 


āĻ•োāύ āĻĒāĻĨ āĻ…āύুāϏāϰāĻŖ āĻ•āϰāϤে āĻšāĻŦে āϤা āϏিāĻĻ্āϧাāύ্āϤ āύিāϤে āĻāĻ•āϟি āĻļāϰ্āϤ āĻŽূāϞ্āϝাāϝ়āύ āĻ•িāĻ­াāĻŦে; 


āύেāϟāĻ“āϝ়াāϰ্āĻ• āĻŦা āĻĄিāϏ্āĻ•েāϰ āĻŽāϤো āĻĄিāĻ­াāχāϏ āĻĨেāĻ•ে āφāϏা āĻĄেāϟা āĻ•ীāĻ­াāĻŦে āĻĒāϰিāϚাāϞāύা āĻ•āϰāĻŦেāύ; 


āĻāĻŦং āĻ…āĻĒ্āϰāϤ্āϝাāĻļিāϤ āĻ•িāĻ›ু āϘāϟāϞে, āĻ•িāĻ›ু āĻ­েāĻ™্āĻ—ে āĻŦা āĻ…āύুāĻĒāϏ্āĻĨিāϤ āĻšāĻ“āϝ়াāϰ āĻ•্āώেāϤ্āϰে āĻ•ীāĻ­াāĻŦে āĻĒ্āϰāϤিāĻ•্āϰিāϝ়া āĻĻেāĻ–াāĻŦে।


āφāĻĒāύি āĻŦিāĻ­িāύ্āύ āĻļৈāϞী āĻāĻŦং āĻ­াāώাāϝ় āĻ•োāĻĄ āĻ•āϰāϤে āĻĒাāϰেāύ। 


 āĻāϟা āĻ…āύেāĻ•āϟা āϞেāĻ–াāϰ āĻŽāϤ- āĻāϟা āĻāĻŽāύ āĻ•িāĻ›ু āϝা āϏāĻŦাāχ āĻļিāĻ–āϤে āĻĒাāϰে। 




āĻļুāϧু āϞেāĻ–াāχ āϝāĻĨেāώ্āϟ āύāϝ়। āφāĻĒāύাāĻ•ে āĻāĻ•āϟি āϏāĻŽ্āĻĒূāϰ্āĻŖ āĻ…āύ্āϝ āϏেāϟ āĻĻāĻ•্āώāϤা āĻ…āϰ্āϜāύ āĻ•āϰāϤে āĻšāĻŦে, āĻāĻŦং āĻāϟি āĻāĻ•āϟি āĻĻীāϰ্āϘ āĻāĻŦং āĻŦৃāĻšāϤ্āϤāϰ āĻĒ্āϰāϚেāώ্āϟা āϜāĻĄ়িāϤ ।


āĻļেāώ āĻĒāϰ্āϝāύ্āϤ, āφāĻĒāύি āϰাāϏ্āϤাāϝ় āĻ•āϤāĻĻূāϰ āϝেāϤে āϚাāύ āϤা āύিāϰ্āĻ­āϰ āĻ•āϰে āφāĻĒāύাāϰ āωāĻĒāϰ। 




āĻ•োāĻĄিং āĻļুāϧু āĻ•াāϜ āĻ•āϰে āĻāĻŽāύ āĻ•িāĻ›ু āύিāϰ্āĻĻেāĻļāύা āĻāĻ•āϤ্āϰিāϤ āĻ•āϰা āύāϝ়। 


āĻāϟা āĻ…āύেāĻ• āĻ­াāϞ āĻ•োāĻĄ āϏংāĻ•্āώিāĻĒ্āϤ, āĻĻ্āϰুāϤ, āĻŽাāϰ্āϜিāϤ, āĻĒāĻĄ়āϤে āĻāĻŦং āĻŦোāĻা āϏāĻšāϜ, āϏāĻšāϜ, āĻĒāϰিāĻŦāϰ্āϤāύ āĻ•āϰা āĻāĻŦং āĻĒ্āϰāϏাāϰিāϤ āĻ•āϰা āϏāĻšāϜ, āϏ্āĻ•েāϞ āĻāĻŦং āϰিāĻĢ্āϝাāĻ•্āϟāϰ āĻ•āϰা āϏāĻšāϜ āĻāĻŦং āĻĒāϰীāĻ•্āώা āĻ•āϰা āϏāĻšāϜ। 


āĻāĻ•āχ āϏāĻŽāϝ়ে āĻāχ āϏāĻŽāϏ্āϤ āĻ—ুāĻŖাāĻŦāϞী āϰāϝ়েāĻ›ে āĻāĻŽāύ āĻ•োāĻĄ āϞিāĻ–āϤে āϏāĻ•্āώāĻŽ āĻšāϤে āϏāĻŽāϝ় āϞাāĻ—ে।




āĻĒাāχāĻĨāύ āĻšāϞ Guido Van Rossum, āĻāĻ•āϜāύ āĻĄাāϚ āĻ•āĻŽ্āĻĒিāωāϟাāϰ āĻŦিāϜ্āĻžাāύী āĻāĻŦং āĻ—āĻŖিāϤāϜ্āĻžেāϰ āĻ…āϏাāϧাāϰāĻŖ āϏৃāώ্āϟি, āϝিāύি 1989 āϏাāϞেāϰ āĻ•্āϰিāϏāĻŽাāϏে āĻāĻ•āϟি āĻĒ্āϰāĻ•āϞ্āĻĒ āύিāϝ়ে āĻŦিāĻļ্āĻŦāĻ•ে āωāĻĒāĻšাāϰ āĻĻেāĻ“āϝ়াāϰ āϏিāĻĻ্āϧাāύ্āϤ āύিāϝ়েāĻ›িāϞেāύ। 


āĻ­াāώাāϟি 1991 āϏাāϞেāϰ āĻ•াāĻ›াāĻ•াāĻ›ি āĻ•োāĻĨাāĻ“ āϜāύāϏাāϧাāϰāĻŖেāϰ āĻ•াāĻ›ে āωāύ্āĻŽুāĻ•্āϤ āĻšāϝ়েāĻ›িāϞ, āĻāĻŦং āϤাāϰāĻĒāϰ āĻĨেāĻ•ে āĻāϟি āĻŦিāĻ•āĻļিāϤ āĻšāϝ়েāĻ›ে। 


āφāϜ āĻŦিāĻļ্āĻŦāĻŦ্āϝাāĻĒী āĻŦ্āϝāĻŦāĻšৃāϤ āύেāϤৃāϏ্āĻĨাāύীāϝ় āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻ­াāώাāĻ—ুāϞিāϰ āĻŽāϧ্āϝে āĻāĻ•āϟি ।




 āĻāϟি āϝে āĻ­াāώা āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰেāĻ›িāϞ āϤা āĻ›িāϞ āĻŦেāϏিāĻ•। āĻšাāχāύāϰিāϚ āϝāĻ–āύ āωāϚ্āϚ āĻŦিāĻĻ্āϝাāϞāϝ়ে āĻĒাāϏāĻ•েāϞ āĻļিāĻ–েāĻ›িāϞেāύ āϤāĻ–āύ āĻļুāϰু āĻ•āϰেāĻ›িāϞেāύ।āφāĻŽাāĻĻেāϰ āĻŽāϧ্āϝে, āφāĻŽāϰা āĻĒ্āϝাāϏāĻ•েāϞ, āĻ…্āϝাāϏেāĻŽ্āĻŦāϞি, āϏি, āϏি++, āϜাāĻ­া, āϜাāĻ­াāϏ্āĻ•্āϰিāĻĒ্āϟ, āĻ­িāϜ্āϝুāϝ়াāϞ āĻŦেāϏিāĻ•, āĻĒিāĻāχāϚāĻĒি, āĻāĻāϏāĻĒি, āĻāĻāϏāĻĒি .āύেāϟ, 


āϏি# āĻāĻŦং āφāϰāĻ“ āĻ…āύেāĻ• ।

 āĻāϰ āϏিāύāϟ্āϝাāĻ•্āϏāϟি āĻ•িāĻ›ুāϟা āφāϞাāĻĻা।


āĻĒাāχāĻĨāύ āϏāĻŽ্āĻĒāϰ্āĻ•ে।<a>https://textflode.blogspot.com/2025/01/python.html

 āφāϏুāύ āϜেāύে āύেāĻ“āϝ়া āϝাāĻ• āĻ•েāύ āĻ•েāω āĻĒাāχāĻĨāύ āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰāϤে āϚাāϝ়।

āφāĻŽাāĻĻেāϰ āĻŽāϤে, āĻĒাāχāĻĨāύ āύিāĻŽ্āύāϞিāĻ–িāϤ āĻ—ুāĻŖাāĻŦāϞীāϰ āĻĒ্āϰāϤিāĻĢāϞāύ āĻ•āϰে।āĻŦāĻšāύāϝোāĻ—্āϝāϤা āĻĒাāχāĻĨāύ āϏāϰ্āĻŦāϤ্āϰ āϚāϞে, āĻāĻŦং āϞিāύাāĻ•্āϏ āĻĨেāĻ•ে āωāχāύ্āĻĄোāϜ āĻŦা āĻŽ্āϝাāĻ•ে āĻāĻ•āϟি āĻĒ্āϰোāĻ—্āϰাāĻŽ āĻĒোāϰ্āϟ āĻ•āϰা āϏাāϧাāϰāĻŖāϤ āĻĒাāĻĨ āĻāĻŦং āϏেāϟিংāϏ āĻ িāĻ• āĻ•āϰাāϰ āĻŦিāώāϝ়। 


āĻĒাāχāĻĨāύ āĻŦāĻšāύāϝোāĻ—্āϝāϤাāϰ āϜāύ্āϝ āĻĄিāϜাāχāύ āĻ•āϰা āĻšāϝ়েāĻ›ে ।




āĻ…āĻĒাāϰেāϟিং āϏিāϏ্āϟেāĻŽ (āĻ“āĻāϏ) āχāύ্āϟাāϰāĻĢেāϏেāϰ āĻĒিāĻ›āύে āφāĻĒāύাāĻ•ে āĻāĻ•āϟি āύিāϰ্āĻĻিāώ্āϟ āĻĒ্āϞ্āϝাāϟāĻĢāϰ্āĻŽেāϰ āϜāύ্āϝ āϤৈāϰি āĻ•োāĻĄ āϞেāĻ–াāϰ āϝāύ্āϤ্āϰāĻŖা āĻĨেāĻ•ে āϰāĻ•্āώা āĻ•āϰে।



āĻĒাāχāĻĨāύ āĻ…āϤ্āϝāύ্āϤ āϝৌāĻ•্āϤিāĻ• āĻāĻŦং āϏুāϏāĻ™্āĻ—āϤ। 


āφāĻĒāύি āĻāϟি āĻāĻ•āϟি āĻ•āĻŽ্āĻĒিāωāϟাāϰ āĻŦিāϜ্āĻžাāύী āĻĻ্āĻŦাāϰা āĻĄিāϜাāχāύ āĻ•āϰা āĻšāϝ়েāĻ›ে āĻĻেāĻ–āϤে āĻĒাāϰেāύ. āĻŦেāĻļিāϰāĻ­াāĻ— āϏāĻŽāϝ় āφāĻĒāύি āĻ…āύুāĻŽাāύ āĻ•āϰāϤে āĻĒাāϰেāύ āĻ•িāĻ­াāĻŦে āĻāĻ•āϟি āĻĒāĻĻ্āϧāϤি āĻŦāϞা āĻšāϝ় āϝāĻĻি āφāĻĒāύি āĻāϟি āϜাāύেāύ āύা।


āφāĻĒāύি āĻšāϝ়āϤো āĻŦুāĻāϤে āĻĒাāϰāĻŦেāύ āύা āϝে āĻāϟি āĻāĻ–āύ āĻ•āϤāϟা āĻ—ুāϰুāϤ্āĻŦāĻĒূāϰ্āĻŖ, āĻŦিāĻļেāώ āĻ•āϰে āϝāĻĻি āφāĻĒāύি āĻāĻ•āϜāύ āĻĒ্āϰোāĻ—্āϰাāĻŽাāϰ āĻšিāϏাāĻŦে āĻ…āĻ­িāϜ্āĻž āύা āĻšāύ āϤāĻŦে āĻāϟি āĻāĻ•āϟি āĻĒ্āϰāϧাāύ āĻŦৈāĻļিāώ্āϟ্āϝ।


  āϏেāχāϏাāĻĨে āĻĄāĻ•ুāĻŽেāύ্āϟেāĻļāύেāϰ āĻŽাāϧ্āϝāĻŽে āĻ•āĻŽ āϏ্āĻ•িāĻŽিং, āĻāĻŦং āφāĻĒāύি āĻ•োāĻĄ āĻ•āϰাāϰ āϏāĻŽāϝ় āφāĻĒāύাāϰ āĻŽāϏ্āϤিāώ্āĻ•ে āĻŽ্āϝাāĻĒিংāϝ়েāϰ āĻ•āĻŽ āĻĒ্āϰāϝ়োāϜāύ।




āĻŦিāĻ•াāĻļāĻ•াāϰীāϰ āωāϤ্āĻĒাāĻĻāύāĻļীāϞāϤা

āĻāĻ•āϟি āĻĒাāχāĻĨāύ āĻĒ্āϰোāĻ—্āϰাāĻŽ āϏাāϧাāϰāĻŖāϤ āϏāĻŽāϤুāϞ্āϝ āϜাāĻ­া āĻŦা C++ āĻ•োāĻĄেāϰ āφāĻ•াāϰেāϰ āĻāĻ•-āĻĒāĻž্āϚāĻŽাংāĻļ āĻĨেāĻ•ে āĻāĻ•-āϤৃāϤীāϝ়াংāĻļ।




reverse that trend and are dropping support for Python 2. According to PEP 373 (https://legacy.pytho n.org/dev/peps/pep- 0373/), the EOL of Python 2.7 was set to 2020. The last version is 2.7.18; there will not be a Python 2.8. On Fabrizio's machine (MacBook Pro), this is the latest Python version:


 >>> import sys >>> print(sys.version) 3.9.2 (default, Mar 1 2021, 23:29:21) [Clang 12.0.0 (clang- 1200.0.32.29)]


 So, you can see that the version is 3.9.2, which was out on the 1st of March 2021. The preceding text is a little bit of Python code that was typed into a console. We'll talk about this in a moment.


āĻ•āύāϏোāϞ, āωāχāύ্āĻĄোāϜ āĻ•āĻŽাāύ্āĻĄ āĻĒ্āϰāĻŽ্āĻĒāϟ āĻāĻŦং āĻŽ্āϝাāĻ•িāύāϟোāĻļ āϟাāϰ্āĻŽিāύাāϞ। āφāĻŽāϰা āϞিāύাāĻ•্āϏ āĻĄিāĻĢāϞ্āϟ āĻĢāϰ্āĻŽ্āϝাāϟেāϰ āϏাāĻĨে āĻ•āĻŽাāύ্āĻĄ-āϞাāχāύ āĻĒ্āϰāĻŽ্āĻĒāϟāĻ“ āύিāϰ্āĻĻেāĻļ āĻ•āϰāĻŦ, āϝেāĻŽāύ:$ sudo apt- āφāĻĒāĻĄেāϟ āĻĒাāύ āφāĻĒāύি āϝāĻĻি āĻāϟিāϰ āϏাāĻĨে āĻĒāϰিāϚিāϤ āύা āĻšāύ āϤāĻŦে āĻāĻ•āϟি āĻ•āύāϏোāϞ āĻ•ীāĻ­াāĻŦে āĻ•াāϜ āĻ•āϰে āϤাāϰ āĻŽূāϞ āĻŦিāώāϝ়āĻ—ুāϞি āĻļিāĻ–āϤে āĻ…āύুāĻ—্āϰāĻš āĻ•āϰে āĻ•িāĻ›ু āϏāĻŽāϝ় āύিāύ। 




āϏংāĻ•্āώেāĻĒে, $ āϚিāĻš্āύেāϰ āĻĒāϰে, āφāĻĒāύি āϏাāϧাāϰāĻŖāϤ āĻāĻ•āϟি āύিāϰ্āĻĻেāĻļ āĻĒাāĻŦেāύ āϝা āφāĻĒāύাāĻ•ে āϟাāχāĻĒ āĻ•āϰāϤে āĻšāĻŦে। 

āĻ•্āϝাāĻĒিāϟাāϞাāχāϜেāĻļāύ āĻāĻŦং āϏ্āĻĒেāϏāĻ—ুāϞিāϤে āĻŽāύোāϝোāĻ— āĻĻিāύ, āĻ•াāϰāĻŖ āϏেāĻ—ুāϞি āĻ–ুāĻŦ āĻ—ুāϰুāϤ্āĻŦāĻĒূāϰ্āĻŖ।āφāĻĒāύি āϝে āĻ•āύāϏোāϞāϟি āĻ–ুāϞুāύ āύা āĻ•েāύ, āĻĒ্āϰāĻŽ্āĻĒāϟে āĻĒাāχāĻĨāύ āϟাāχāĻĒ āĻ•āϰুāύ āĻāĻŦং āύিāĻļ্āϚিāϤ āĻ•āϰুāύ āϝে āĻĒাāχāĻĨāύ āχāύ্āϟাāϰেāĻ•্āϟিāĻ­ āĻļেāϞ āĻĻেāĻ–া āϝাāϚ্āĻ›ে। 


āĻĒ্āϰāϏ্āĻĨাāύ āĻ•āϰāϤে exit() āϟাāχāĻĒ āĻ•āϰুāύ। 


āĻŽāύে āϰাāĻ–āĻŦেāύ āϝে āφāĻĒāύাāϰ OS āϝāĻĻি Python 2 āĻĒূāϰ্āĻŦেāχ āχāύāϏ্āϟāϞ āĻ•āϰা āĻĨাāĻ•ে āϤাāĻšāϞে āφāĻĒāύাāĻ•ে python3 āύিāϰ্āĻĻিāώ্āϟ āĻ•āϰāϤে āĻšāϤে āĻĒাāϰে।


āφāĻĒāύি āĻĒাāχāĻĨāύ āϚাāϞাāύোāϰ āϏāĻŽāϝ় āĻāϟি āĻŽোāϟাāĻŽুāϟিāĻ­াāĻŦে āĻĻেāĻ–āϤে āĻšāĻŦে (āĻāϟি āϏংāϏ্āĻ•āϰāĻŖ āĻāĻŦং āĻ“āĻāϏ āĻ…āύুāϝাāϝ়ী āĻ•িāĻ›ু āĻŦিāĻŦāϰāĻŖে āĻĒāϰিāĻŦāϰ্āϤিāϤ āĻšāĻŦে):fab $ python3


2021, 23:29:21) [Clang 12.0.0 (clang- 1200.0.32.29)] on darwin Type "help", "copyright", "credits" or "license" for more information. >>>






 Now that Python is set up and you can run it, it is time to make sure you have the other tool that will be indispensable to follow the examples in the book: a virtual environment.




 About virtual environments 




When working with Python, it is very common to use virtual environments. Let's see what they are and why we need them by means of a simple example. You install Python on your system and you start working on a website for Client X Vou create a project folder and start Along the way, you also install raries; for example, the Django rk, which we'll explore in 4, Introduction to API nent Let's say the Django < āĻĢোāϞ্āĻĄাāϰ āĻ…āĻĻৃāĻļ্āϝ।




āĻāχ āĻĒāĻĻāĻ•্āώেāĻĒāĻ—ুāϞি āφāĻĒāύাāϰ āĻāĻ•āϟি āĻĒ্āϰāĻ•āϞ্āĻĒ āĻļুāϰু āĻ•āϰāϤে āĻšāĻŦে।āφāĻŽāϰা āωāχāύ্āĻĄোāϜেāϰ āĻāĻ•āϟি āωāĻĻাāĻšāϰāĻŖ āĻĻিāϝ়ে āĻļুāϰু āĻ•āϰāϤে āϝাāϚ্āĻ›ি (āĻŽāύে āϰাāĻ–āĻŦেāύ āϝে āφāĻĒāύি āφāĻĒāύাāϰ āĻ“āĻāϏ, āĻĒাāχāĻĨāύ āϏংāϏ্āĻ•āϰāĻŖ āĻāĻŦং āφāϰāĻ“ āĻ•িāĻ›ু āĻ…āύুāϏাāϰে āĻ•িāĻ›ুāϟা āĻ­িāύ্āύ āĻĢāϞাāĻĢāϞ āĻĒেāϤে āĻĒাāϰেāύ)। āĻāχ āϤাāϞিāĻ•াāϝ়, āĻš্āϝাāĻļ, #, āĻĻিāϝ়ে āĻļুāϰু āĻšāĻ“āϝ়া āϞাāχāύāĻ—ুāϞি āĻšāϞ āĻŽāύ্āϤāĻŦ্āϝ, āĻĒাāĻ āϝোāĻ—্āϝāϤাāϰ āϜāύ্āϝ āϏ্āĻĒেāϏ āϚাāϞু āĻ•āϰা āĻšāϝ়েāĻ›ে āĻāĻŦং āĻāĻ•āϟি āϤীāϰ, āϏ্āĻĨাāύেāϰ āĻ…āĻ­াāĻŦেāϰ āĻ•াāϰāĻŖে āϞাāχāύāϟি āĻ•োāĻĨাāϝ় āĻŽোāĻĄ়াāύো āĻšāϝ়েāĻ›ে āϤা āύিāϰ্āĻĻেāĻļ āĻ•āϰে:C:\Users\Fab\srv>mkdir my-āĻĒ্āϰāĻ•āϞ্āĻĒ # āϧাāĻĒ 1C:\Users\Fab\srv>cd my-projectC:\āĻŦ্āϝāĻŦāĻšাāϰāĻ•াāϰী\Fab\srv\my-āĻĒ্āϰāĻ•āϞ্āĻĒ> āϝেāĻ–াāύে āĻĒাāχāĻĨāύ # āϚেāĻ• āĻ•āϰুāύāϏিāϏ্āϟেāĻŽ āĻĒাāχāĻĨāύC:\Users\Fab\AppData\Local\Prog rams\Python\Python39\python.exeC:\Users\Fab\AppData\Local\Micr osoft\WindowsApps\python.exeC:\āĻŦ্āϝāĻŦāĻšাāϰāĻ•াāϰী\Fab\srv\my-āĻĒ্āϰāĻ•āϞ্āĻĒ>āĻĒাāχāĻĨāύ -āĻāĻŽ āĻ­েāύāĻ­ 1pp3ed# āϧাāĻĒ 2C:\āĻŦ্āϝāĻŦāĻšাāϰāĻ•াāϰী\Fab\srv\my- 


project>1pp3ed\Scripts\activate # step 3 # check python again, now virtual env python is listed first (1pp3ed) C:\Users\Fab\srv\my- project>where python C:\Users\Fab\srv\my- project\lpp3ed\Scripts\python.e xe C:\Users\Fab\AppData\Local\Prog rams\Python\Python39\python.exe C:\Users\Fab\AppData\Local\Micr osoft\WindowsApps\python.exe (1pp3ed) C:\Users\Fab\srv\my- project>python # step 4 Python 3.9.2 (tags/v3.9.2:1a79785, Feb 19 2021, 13:44:55) [MSC v.1928 64 bit (AMD64)] on win32 Type "help", "copyright", "credits" or "license" for more information. >>> exit() (1pp3ed) C:\Users\Fab\srv\my- project>deactivate # step 5 C:\Users\Fab\srv\my-project>




āĻĒ্āϰāϤিāϟি āĻĒāĻĻāĻ•্āώেāĻĒ āĻāĻ•āϟি āĻŽāύ্āϤāĻŦ্āϝেāϰ āϏাāĻĨে āϚিāĻš্āύিāϤ āĻ•āϰা āĻšāϝ়েāĻ›ে, āϤাāχ āφāĻĒāύি āĻŦেāĻļ āϏāĻšāϜে āĻ…āύুāϏāϰāĻŖ āĻ•āϰāϤে āϏāĻ•্āώāĻŽ āĻšāĻŦেāύ।āĻāĻ•āϟি āϞিāύাāĻ•্āϏ āĻŽেāĻļিāύে, āĻĒāĻĻāĻ•্āώেāĻĒāĻ—ুāϞি āĻāĻ•āχ, āϤāĻŦে āĻ•āĻŽাāύ্āĻĄāĻ—ুāϞি āĻ•িāĻ›ুāϟা āφāϞাāĻĻাāĻ­াāĻŦে āĻ—āĻ āύ āĻ•āϰা āĻšāϝ়। āϤাāĻ›াāĻĄ়া, āĻ­াāϰ্āϚুāϝ়াāϞ āĻĒāϰিāĻŦেāĻļ āϤৈāϰি āĻ•āϰāϤে venv āĻŽāĻĄিāωāϞ āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰāϤে āϏāĻ•্āώāĻŽ āĻšāĻ“āϝ়াāϰ āϜāύ্āϝ āφāĻĒāύাāĻ•ে āĻ•িāĻ›ু āĻ…āϤিāϰিāĻ•্āϤ āϏেāϟāφāĻĒ āĻĒāĻĻāĻ•্āώেāĻĒ āϚাāϞাāϤে āĻšāϤে āĻĒাāϰে। āϏেāĻ–াāύে āϏāĻŽāϏ্āϤ āϞিāύাāĻ•্āϏ āĻĄিāϏ্āϟ্āϰিāĻŦিāωāĻļāύেāϰ āϜāύ্āϝ āύিāϰ্āĻĻেāĻļāύা āĻĻেāĻ“āϝ়া āĻ…āϏāĻŽ্āĻ­āĻŦ, 


āϤাāχ āφāĻĒāύাāϰ āĻĄিāϏ্āϟ্āϰিāĻŦিāωāĻļāύেāϰ āϜāύ্āϝ āωāĻĒāϝুāĻ•্āϤ āĻ•ি āϤা āĻ–ুঁāϜে āĻĒেāϤে āĻ…āύুāĻ—্āϰāĻš āĻ•āϰে āĻ…āύāϞাāχāύে āĻĻেāĻ–ুāύ।āĻāĻ•āĻŦাāϰ āφāĻĒāύি āϏেāϟ āφāĻĒ āĻšāϝ়ে āĻ—েāϞে, āĻāĻ•āϟি āĻ­াāϰ্āϚুāϝ়াāϞ āĻĒāϰিāĻŦেāĻļ āϤৈāϰি āĻ•āϰাāϰ āϜāύ্āϝ āĻĒ্āϰāϝ়োāϜāύীāϝ় āύিāϰ্āĻĻেāĻļাāĻŦāϞী āĻšāϞ:fab@fvm:~/srv$ mkdir āφāĻŽাāϰ-āĻĒ্āϰāĻ•āϞ্āĻĒ# āϧাāĻĒ 1




fab@fvm:~/srv$ cd āφāĻŽাāϰ-āĻĒ্āϰāĻ•āϞ্āĻĒfab@fvm:~/srv/my-project$ āϝাpython3.9 # āϚেāĻ• āϏিāϏ্āϟেāĻŽāĻ…āϜāĻ—āϰ/usr/bin/python3.9 # <--āϏিāϏ্āϟেāĻŽ āĻĒাāχāĻĨāύ3.9fab@fvm:~/srv/my-project$python3.9 -m venv 1pp3ed #āϧাāĻĒ 2


fab@fvm:~/srv/my-project$source./1pp3ed/bin/activate #āϧাāĻĒ 3# āφāĻŦাāϰ āĻĒাāχāĻĨāύ āϚেāĻ• āĻ•āϰুāύ: āĻāĻ–āύ āĻ­াāϰ্āϚুāϝ়াāϞ āĻĒāϰিāĻŦেāĻļেāϰ āĻāĻ•āϟি (1pp3ed) fab@fvm:~/srv/my-project$ āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰে āϝা āĻĒাāχāĻĨāύ /home/fab/srv/my-project/1pp3ed/bin/python (1pp3ed) fab@fvm :~/srv/my- āĻĒ্āϰāĻ•āϞ্āĻĒ$ āĻĒাāχāĻĨāύ # āϧাāĻĒ 4 āĻĒাāχāĻĨāύ 3.9.2 (āĻĄিāĻĢāϞ্āϟ, 20 āĻĢেāĻŦ্āϰুāϝ়াāϰী 2021, 20:56:08)āϞিāύাāĻ•্āϏে [GCC 9.3.0] āφāϰāĻ“ āϤāĻĨ্āϝেāϰ āϜāύ্āϝ "āĻšেāϞ্āĻĒ", "āĻ•āĻĒিāϰাāχāϟ", "āĻ•্āϰেāĻĄিāϟ" āĻŦা "āϞাāχāϏেāύ্āϏ" āϟাāχāĻĒ āĻ•āϰুāύ।>>> āĻĒ্āϰāϏ্āĻĨাāύ()(1pp3ed) fab@fvm:~/srv/my-āĻĒ্āϰāĻ•āϞ্āĻĒ$ āύিāώ্āĻ•্āϰিāϝ় āĻ•āϰুāύ # āϧাāĻĒ 5fab@fvm:~/srv/my-project$āĻāĻ–াāύে āϞāĻ•্āώ্āϝ āĻ•āϰাāϰ āĻŽāϤো āĻ•িāĻ›ু āĻšāϞ āϝে āĻ­াāϰ্āϚুāϝ়াāϞ āĻĒāϰিāĻŦেāĻļ āϏāĻ•্āϰিāϝ় āĻ•āϰাāϰ āϜāύ্āϝ, āφāĻŽাāĻĻেāϰ 1pp3ed/bin/activate āϏ্āĻ•্āϰিāĻĒ্āϟāϟি āϚাāϞাāϤে āĻšāĻŦে, āϝাāϰ āĻ‰ā§ŽāϏ āĻšāϤে āĻšāĻŦে। āϝāĻ–āύ āĻāĻ•āϟি āϏ্āĻ•্āϰিāĻĒ্āϟ āϏোāϰ্āϏ āĻ•āϰা āĻšāϝ়, āĻāϰ āĻŽাāύে āĻšāϞ āϝে āĻāϟি āĻŦāϰ্āϤāĻŽাāύ āĻļেāϞে āĻ•াāϰ্āϝāĻ•āϰ āĻ•āϰা āĻšāϝ়, āĻāĻŦং āϤাāχ āĻāϰ āĻĒ্āϰāĻ­াāĻŦāĻ—ুāϞি āĻĒāϰāĻŦāϰ্āϤীāϤে āϏ্āĻĨাāϝ়ী āĻšāϝ়।




1pp3ed/bin/activate(1pp3ed) mpro:my-project fab$cat requirements.txtāϜ্āϝাāĻ™্āĻ—ো==3.1.7āĻ…āύুāϰোāϧ==2.25.1# āύিāĻŽ্āύāϞিāĻ–িāϤ āύিāϰ্āĻĻেāĻļāύাāĻāĻ•āϟি āĻĢাāχāϞ (1pp3ed) mpro:my-project fab$ āĻĨেāĻ•ে # āĻĒ্āϰāϝ়োāϜāύীāϝ়āϤা āχāύāϏ্āϟāϞ āĻ•āϰāϤে āĻĒিāĻĒ āĻ•ীāĻ­াāĻŦে āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰāĻŦেāύ āϤা āĻĻেāĻ–াāϝ়pip install -r requirements.txtāϜ্āϝাāĻ™্āĻ—ো āϏংāĻ—্āϰāĻš āĻ•āϰা āĻšāϚ্āĻ›ে==3.1.7āĻ•্āϝাāĻļে āĻ•āϰা āϜ্āϝাāĻ™্āĻ—ো-3.1.7- āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰা āĻšāϚ্āĻ›েpy3-none-any.whl (7.8 MB) āĻāĻ–াāύে āφāϰāĻ“ āĻ…āύেāĻ• āϏংāĻ—্āϰāĻšāĻ…āύুāϰোāϧ āϏংāĻ—্āϰāĻš āĻ•āϰা ==2.25.1 āĻ•্āϝাāĻļে āĻ•āϰা āĻ…āύুāϰোāϧ-2.25.1- āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰেpy2.py3-none-any.whl (61 kB)āϏংāĻ—ৃāĻšীāϤ āĻĒ্āϝাāĻ•েāϜ āχāύāϏ্āϟāϞ āĻ•āϰা āĻšāϚ্āĻ›ে: Django, āĻ…āύুāϰোāϧ, Django- 3.1.7 āĻ…āύুāϰোāϧ-2.25.1 (1pp3ed) mpro:my-project fab$ ।






āφāĻŽাāĻĻেāϰ āĻ•āύāϏোāϞেāϰ āĻ•āĻŽাāύ্āĻĄ āϞাāχāύে āĻĒাāχāĻĨāύ āϟাāχāĻĒ āĻ•āϰা āĻšāϝ়েāĻ›ে।


āϏুāϤāϰাং, āĻāĻ•āϟি āĻ•āύāϏোāϞ āĻ–ুāϞুāύ, āφāĻĒāύাāϰ āĻ­াāϰ্āϚুāϝ়াāϞ āĻĒāϰিāĻŦেāĻļ āϏāĻ•্āϰিāϝ় āĻ•āϰুāύ āĻāĻŦং āĻĒাāχāĻĨāύ āϟাāχāĻĒ āĻ•āϰুāύ। āφāĻĒāύাāĻ•ে āĻ•āϝ়েāĻ•āϟি āϞাāχāύেāϰ āϏাāĻĨে āωāĻĒāϏ্āĻĨাāĻĒāύ āĻ•āϰা āĻšāĻŦে āϝা āĻĻেāĻ–āϤে āĻāχāϰāĻ•āĻŽ ।




(1pp3ed) mpro:my-project fab$python Python 3.9.2 (āĻĄিāĻĢāϞ্āϟ, āĻŽাāϰ্āϚ 1 2021, 23:29:21) [āĻ•্āϞ্āϝাং 12.0.0 (āĻ•্āϞ্āϝাং- 1200.0.32.29)] >>>''''''' >>> 




āφāĻĒāύি āϝāĻĻি āĻāĻ•āϟি āϏāĻšāϜ āύিāϰ্āĻĻেāĻļāύা āϟাāχāĻĒ āĻ•āϰেāύ, āĻāĻŽāύ āĻ•িāĻ›ু āϝা āĻāĻ• āϞাāχāύে āĻĢিāϟ āĻ•āϰে, āφāĻĒāύি āĻĻেāĻ–āϤে āĻĒাāĻŦেāύ। 


āφāĻĒāύি āϝāĻĻি āĻāĻŽāύ āĻ•িāĻ›ু āϟাāχāĻĒ āĻ•āϰেāύ āϝাāϰ āϜāύ্āϝ āĻāĻ•াāϧিāĻ• āϞাāχāύ āĻ•োāĻĄেāϰ āĻĒ্āϰāϝ়োāϜāύ āĻšāϝ়, āϤাāĻšāϞে āĻļেāϞ āφāĻĒāύাāĻ•ে āĻāĻ•āϟি āĻ­িāϜ্āϝুāϝ়াāϞ āĻ•্āϞু āĻĻেāĻ“āϝ়াāϰ āϜāύ্āϝ āĻĒ্āϰāĻŽ্āĻĒāϟ āĻĒāϰিāĻŦāϰ্āϤāύ āĻ•āϰāĻŦে āϝে āφāĻĒāύি.  

āĻāĻ•āϟি āĻŽাāϞ্āϟিāϞাāχāύ āϏ্āϟেāϟāĻŽেāύ্āϟ āϟাāχāĻĒ āĻ•āϰা (āĻ…āĻĨāĻŦা āϝেāĻ•োāύ āĻ•িāĻ›ুāϰ āϜāύ্āϝ āĻāĻ•াāϧিāĻ• āϞাāχāύেāϰ āĻ•োāĻĄ āĻĒ্āϰāϝ়োāϜāύ।




:>>> 3 + 710>>> 10/42.5>>> 2 ** 12041......


 




'age': 45, 'role': 'CĐĸО', 'SSN': 'AB1234567', } >>> # let's print them >>> n 3 >>> address '221b Baker Street, NW1 6XE, London' >>> employee {'age': 45, 'role': 'CĐĸO', 'SSN': 'AB1234567'} >>>




 other_name Traceback (most recent call last): File "<stdin>", line 1, in <module> NameError: name 'other_name' is not defined >>> Remember that each Python object has an identity, a type, and a value. We defined three objects in the preceding code; let's now examine their types and values: • An integer number n (type: int,




looking into the next enclosing scope. #m is finally found in the global scope print(m, 'printing from the local scope') m = 5 print(m, 'printing from the global scope') local() Running scopes2.py will print this: $ python scopes2.py 5 printing from the global scope 5 printing from the local scope As expected, Python prints m the first time, then when the function local is called, mis not found in its scope, so Python looks for it following the LEGB chain until m is found in the global scope. Let's see an example with an extra layer, the enclosing scope: # scopes3.py # Local, Enclosing and Global def enclosing_func():




m = 13 def local(): #m doesn't belong to the scope defined by the local # function so Python will keep looking into the next # enclosing scope. This time m is found in the enclosing # scope print(m, 'printing from the local scope') # calling the function local local() m = 5 print(m, 'printing from the global scope') enclosing_func() Running scopes3.py will print on the console: $ python scopes3.py 5, 'printing from the global scope' 13, 'printing from the local scope'




the code very simple, but don't fret if everything is not clear; all you need to care about at this moment is to understand the difference between a class and an object (or instance of a class): #bike.py #let's define the class Bike class Bike: def __init__(self, colour, frame_material): self.colour = colour self.frame_material = frame_material def brake(self): print("Braking!") #let's create a couple of instances red_bike Bike('Red', 'Carbon fiber') blue_bike = Bike('Blue', 'Steel') # let's inspect the objects we have, instances of the Bike class. print(red_bike.colour) # prints: Red print(red_bike.frame_material)


āĻĒ্āϰāϤিāĻŦাāϰ āĻĢাāχāϞāϟি āϚাāϞাāύোāϰ āϜāύ্āϝ āφāĻŽাāĻĻেāϰ āĻŦāϞাāϰ āĻĻāϰāĻ•াāϰ āύেāχ, 


āĻĢাāχāϞেāϰ āύাāĻŽ āĻĒ্āϰāϤিāϟি āĻ•োāĻĄ āĻŦ্āϞāĻ•েāϰ āĻĒ্āϰāĻĨāĻŽ āϞাāχāύে āύিāϰ্āĻĻেāĻļিāϤ āĻšāϝ়। āĻĒাāχāĻĨāύ āĻŽāĻĄিāωāϞেāϰ āĻŽāϧ্āϝে āĻ•োāĻĄāϟি āĻ•াāϰ্āϝāĻ•āϰ āĻ•āϰāϤে, āĻļুāϧুāĻŽাāϤ্āϰ

 $ python filename.py ।


āφāĻĒāύাāϰ āĻ­াāϰ্āϚুāϝ়াāϞ āĻĒāϰিāĻŦেāĻļ āϏāĻ•্āϰিāϝ় āφāĻ›ে āĻŽāύে āϰাāĻ–āĻŦেāύ āĻāĻ–াāύে āϞāĻ•্āώ্āϝ āĻ•āϰাāϰ āĻŽāϤো āĻ…āύেāĻ• āφāĻ•āϰ্āώāĻŖীāϝ় āĻŦিāώāϝ়। āĻĒ্āϰāĻĨāĻŽāϤ, āĻ•্āϞাāϏ āϏ্āϟেāϟāĻŽেāύ্āϟেāϰ āϏাāĻĨে āĻ•্āϞাāϏেāϰ āϏংāϜ্āĻžা āϘāϟে। āĻ•্āϞাāϏ āϏ্āϟেāϟāĻŽেāύ্āϟেāϰ āĻĒāϰে āϝে āĻ•োāĻĄāϟি āφāϏে āĻāĻŦং āχāύ্āĻĄেāύ্āϟ āĻ•āϰা āĻšāϝ়।āϝা āĻĒাāχāĻĨāύিāĻ• āĻšāĻ“āϝ়াāϰ āϧাāϰāĻŖাāĻ•ে āϘিāϰে। āĻĒাāχāĻĨāύ āφāĻĒāύাāĻ•ে āĻāĻŽāύ āĻ•িāĻ›ু āĻŦাāĻ—āϧাāϰা āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰāϤে āĻĻেāϝ় āϝা āĻ…āύ্āϝ āĻ•োāĻĨাāĻ“ āĻĒাāĻ“āϝ়া āϝাāϝ় āύা, āĻ…āύ্āϤāϤ āĻāĻ•āχ āφāĻ•াāϰে āύāϝ় āĻŦা āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰা āϏāĻšāϜ āύāϝ়।


♦️Python 2 āĻŦāύাāĻŽ Python 3


Python 2-āĻāϰ āĻ…āĻĢিāϏি⧟াāϞ āϏাāĻĒোāϰ্āϟ ⧍ā§Ļ⧍ā§Ļ āϏাāϞে āĻŦāύ্āϧ āĻšā§Ÿে āĻ—েāĻ›ে।

āĻŦāϰ্āϤāĻŽাāύে Python 3 āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰা āĻšā§Ÿ।

āφāĻĒāύি āϟাāϰ্āĻŽিāύাāϞে āϞিāĻ–ে āĻ­াāϰ্āϏāύ āϚেāĻ• āĻ•āϰāϤে āĻĒাāϰেāύ।


🏗 āĻ•্āϞাāϏ āĻ“ āĻ…āĻŦāϜেāĻ•্āϟ (āϏংāĻ•্āώেāĻĒে)

Python āĻ…āĻŦāϜেāĻ•্āϟ-āĻ“āϰি⧟েāύ্āϟেāĻĄ āĻ­াāώা।

āωāĻĻাāĻšāϰāĻŖ:

Class → Blueprint

Object → āĻŦাāϏ্āϤāĻŦ āχāύāϏ্āϟ্āϝাāύ্āϏ

āϝেāĻŽāύ: Bike āĻāĻ•āϟি class, āφāϰ red_bike āĻāĻ•āϟি object।


đŸŽ¯ āĻĒাāχāĻĨāύ āĻļিāĻ–ে āĻ•্āϝাāϰি⧟াāϰ āĻ—ā§œুāύ

āĻŦāϰ্āϤāĻŽাāύে āĻĒাāχāĻĨāύ āĻĄেāĻ­েāϞāĻĒাāϰāĻĻেāϰ āϚাāĻšিāĻĻা āĻ…āύেāĻ• āĻŦেāĻļি।

āĻĄেāϟা āϏা⧟েāύ্āϏ, AI, āĻ“ā§ŸেāĻŦ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ — āϏāĻŦ āĻ•্āώেāϤ্āϰেāχ āϏুāϝোāĻ— āϰ⧟েāĻ›ে।

āĻĒাāχāĻĨāύ āĻ†ā§ŸāϤ্āϤ āĻ•āϰা āĻŽাāύে:

*āĻ­াāϞো āϜāĻŦ āϏুāϝোāĻ—

*āĻĢ্āϰিāϞ্āϝাāύ্āϏিং

*āϰিāĻŽোāϟ āĻ•াāϜ

*āωāϚ্āϚ āĻŦেāϤāύ āϏāĻŽ্āĻ­াāĻŦāύা।


❓ FAQ Section 

1️⃣ Python āĻ•ী?

Python āĻšāϞো āĻāĻ•āϟি āωāϚ্āϚ-āϏ্āϤāϰেāϰ, āϏāĻšāϜ āĻ“ āĻļāĻ•্āϤিāĻļাāϞী āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻ­াāώা āϝা ā§§ā§¯ā§Žā§¯ āϏাāϞে Guido van Rossum āϤৈāϰি āĻ•āϰেāύ।

2️⃣ Python āĻ•েāύ āĻļিāĻ–āĻŦো?

Python āĻļেāĻ–া āϏāĻšāϜ, āϚাāĻ•āϰিāϰ āϏুāϝোāĻ— āĻŦেāĻļি, āĻāĻŦং āĻāϟি āĻ“ā§ŸেāĻŦ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ, āĻĄেāϟা āϏা⧟েāύ্āϏ, AI āĻ“ āĻ…āϟোāĻŽেāĻļāύে āĻŦ্āϝাāĻĒāĻ•āĻ­াāĻŦে āĻŦ্āϝāĻŦāĻšৃāϤ āĻšā§Ÿ।

3️⃣ Python āĻļেāĻ–া āĻ•ি āĻ•āĻ িāύ?

āύা। Python-āĻāϰ āϏিāύāϟ্āϝাāĻ•্āϏ āĻ–ুāĻŦāχ āϏāĻšāϜ āĻ“ āĻĒāϰিāώ্āĻ•াāϰ, āϤাāχ āύāϤুāύāĻĻেāϰ āϜāύ্āϝ āĻāϟি āĻ…āύ্āϝāϤāĻŽ āϏেāϰা āĻ­াāώা।

4️⃣ Python āĻĻি⧟ে āĻ•ী āĻ•ী āĻ•āϰা āϝা⧟?

āĻ“ā§ŸেāĻŦ āĻ…্āϝাāĻĒ āϤৈāϰি (āϝেāĻŽāύ Django, Flask)

āĻĄেāϟা āĻ…্āϝাāύাāϞাāχāϏিāϏ

āĻŽেāĻļিāύ āϞাāϰ্āύিং

āĻ…āϟোāĻŽেāĻļāύ āϏ্āĻ•্āϰিāĻĒ্āϟ

āĻ—েāĻŽ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ

5️⃣ Python 2 āĻāĻŦং Python 3 āĻāϰ āĻŽāϧ্āϝে āĻĒাāϰ্āĻĨāĻ•্āϝ āĻ•ী?

Python 2-āĻāϰ āϏাāĻĒোāϰ্āϟ āĻŦāύ্āϧ āĻšā§Ÿে āĻ—েāĻ›ে। āĻŦāϰ্āϤāĻŽাāύে Python 3 āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰা āĻšā§Ÿ āĻāĻŦং āύāϤুāύ āϏāĻŦ āĻĒ্āϰāϜেāĻ•্āϟ Python 3-āĻ āĻ•āϰা āωāϚিāϤ।

6️⃣ Python āĻļিāĻ–āϤে āĻ•āϤ āϏāĻŽā§Ÿ āϞাāĻ—ে?

āύি⧟āĻŽিāϤ āĻĒ্āϰ্āϝাāĻ•āϟিāϏ āĻ•āϰāϞে ⧍–ā§Š āĻŽাāϏে āĻŦেāϏিāĻ• āĻļেāĻ–া āϝা⧟। āϤāĻŦে āĻĻāĻ•্āώ āĻšāϤে āϏāĻŽā§Ÿ āĻ“ āĻĒ্āϰāϜেāĻ•্āϟ āĻĒ্āϰ্āϝাāĻ•āϟিāϏ āĻĒ্āϰ⧟োāϜāύ।

7️⃣ Python āĻĻি⧟ে āĻ•ি āĻ†ā§Ÿ āĻ•āϰা āϝা⧟?

āĻš্āϝাঁ। āφāĻĒāύি āĻĢ্āϰিāϞ্āϝাāύ্āϏিং, āϏāĻĢāϟāĻ“ā§Ÿ্āϝাāϰ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ, āĻĄেāϟা āϏা⧟েāύ্āϏ āĻŦা āϰিāĻŽোāϟ āϜāĻŦেāϰ āĻŽাāϧ্āϝāĻŽে āĻ†ā§Ÿ āĻ•āϰāϤে āĻĒাāϰেāύ।


👍āĻĒাāχāĻĨāύ āĻļুāϧু āĻāĻ•āϟি āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻ­াāώা āύ⧟ — āĻāϟি āĻāĻ•āϟি āĻĻāĻ•্āώāϤা, āĻāĻ•āϟি āĻ­āĻŦিāώ্āĻ¯ā§Ž।

āφāĻĒāύি āϝāĻĻি āύāϤুāύ āĻšāύ, āφāϜāχ āĻļুāϰু āĻ•āϰুāύ।

āφāĻĒāύি āϝāĻĻি āĻ…āĻ­িāϜ্āĻž āĻšāύ, āφāĻĒāύাāϰ āĻĻāĻ•্āώāϤা āφāϰāĻ“ āωāύ্āύāϤ āĻ•āϰুāύ।

Learn Python. Build Your Future. 🚀






 



Tuesday, February 10, 2026

How to Keep Yourself Healthy and Peaceful

 



How to Keep Yourself Healthy and Peaceful



Introduction

In today’s fast-paced world, staying healthy and peaceful has become a real challenge. True health is not only physical strength, and true peace is not merely the absence of problems. A healthy and peaceful life is built on balance—between body and mind, discipline and compassion, effort and trust.









This guide shares timeless principles for achieving a healthy body, a peaceful mind, and a meaningful life.


1. Know Yourself and Your Creator


Peace begins with self-awareness and spiritual clarity.


Know yourself to understand your strengths and weaknesses.


Seek knowledge of the Creator.


Obey divine commandments and live with purpose.


Follow the righteous path shown by the Prophet.


Faith gives direction, and direction brings inner peace.



2. Practice Moderation in Daily Life


Excess destroys peace


Eat moderately and avoid overeating.


Sleep enough, but not excessively

Avoid unnecessary daytime sleep.


Do not take medicine unless absolutely necessary.


A disciplined routine keeps both body and mind stable.


3. Stay Away from Harmful Habits

Some habits silently destroy health and peace.

Stay completely away from gambling and drugs.


Avoid addictions of all kinds.


Do not chase quick success or easy money.


Never compare yourself with others.


Peace grows when you stop running after what is not meant for you.



4. Develop Character and Quality,

Real success is not wealth—it is character.



Work with patience and consideration.


Be mindful of time, place, and situation.


Practice humility by recognizing and correcting ego.


Learn appropriate forgiveness and self-sacrifice.


Character is something that cannot be bought instantly.


5. Stay Engaged and Productive

Idleness invites anxiety.

Keep yourself busy with meaningful work.


No job is too small or too big.


Learn continuously and acquire knowledge.


Pursue honest and beneficial professions.


Productive engagement brings self-respect and peace.


6. Care for Family and Society,

Peace is incomplete if it ignores others.



Take responsibility for your family.


Do good deeds wherever possible.


Be mindful of dowry, bribery, and injustice.


Do not put “mine” before what is right.


A just life creates lasting peace.


7. Think Deeply and Stay Physically Active.

Reflect on the universe and its Creator.


Read divine guidance and contemplate deeply.


Engage in regular physical exercise.


Remember death to keep life meaningful.


Awareness of life’s reality keeps arrogance away.

<a href="https://textflode.blogspot.com/2025/12/the-complete-guide-to-self-reflection.html"> the complete guide to self reflection </a>

8. Focus on What Truly Matters-

Worldly abundance does not guarantee peace


Value things that take time to build:


Character

Knowledge

Talent

Patience

Perseverance


These are the real assets of a peaceful life.



Conclusion

To stay healthy and peaceful, do not run after the world—walk with balance. Learn from the past, care for the present, and abandon fear of the future.

 Be confident, disciplined, faithful, and patient.

True peace is achieved when your body, mind, and soul move in harmony.



❓Frequently Asked Questions (FAQ)


Q1: What is the most important habit for a peaceful life?


Living a disciplined life with faith, moderation, and self-awareness is the foundation of peace.


Q2: Can money bring peace and happiness?

Money can provide comfort, but true peace comes from character, purpose, and inner balance—not wealth.


Q3: How does faith help mental peace?

Faith reduces fear, gives direction, and builds trust in the Creator, which naturally calms the mind.


Q4: Is physical health connected to inner peace?

Yes. Moderate eating, proper sleep, and regular exercise strongly support mental and emotional well-being.


Q5: Why should we avoid comparison with others?

Comparison creates jealousy and dissatisfaction, which destroys peace and self-confidence.


Final Thought

Stay safe yourself. Stay disciplined. Stay peaceful.

A meaningful life is not found in shortcuts—but in patience, purpose, and purity of character.

About the Author

Written by MD Nurul Alam, a writer interested in self-reflection, psychology, and spiritual growth. He explores how inner awareness and mindful practices can improve mental well-being and daily life.This blog focuses on self-reflection, prayer, and psychological well-being, and tech, education. 

Thursday, February 5, 2026

The Power of Basic Python Programming

 


Learn Python Step by Step: Tutorials, Guides & Beginner Mistakes

Discover the power of basic Python programming with our comprehensive resources, tutorials, and community insights to enhance your programming skills and build amazing projects.










Table of Contents

✒️Introduction to Python

✒️Why Python Is So Popular

✒️History of Python Programming

✒️Setting Up Python Development Environment

✒️Python Basic Syntax & Data Types

✒️Variables and Operators

Control Flow & Loops in Python

✒️Python For Loop: Common ✒️Beginner Mistakes

Functions and Modules

✒️Python Data Structures

✒️File Handling in Python

✒️Object-Oriented Programming (OOP)

✒️Error Handling & Debugging

✒️Advanced Topics in Python

Learning Resources

✒️Frequently Asked Questions (FAQ)

✒️Conclusion

✒️About the Author


1. Introduction to Python

Python āĻāĻ•āϟি āĻļāĻ•্āϤিāĻļাāϞী, āωāϚ্āϚ-āϏ্āϤāϰেāϰ āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻ­াāώা āϝা āϏāĻĢ্āϟāĻ“āϝ়্āϝাāϰ āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟেāϰ āϜāĻ—āϤে āĻŦ্āϝাāĻĒāĻ•āĻ­াāĻŦে āĻŦ্āϝāĻŦāĻšৃāϤ āĻšāϝ়। āĻāϰ āϏāϰāϞ āϏিāύāϟ্āϝাāĻ•্āϏ, āĻĒāĻ āύāϝোāĻ—্āϝāϤা āĻāĻŦং āĻŦāĻšুāĻŽুāĻ–ীāϤাāϰ āĻ•াāϰāĻŖে āĻāϟি āύāϤুāύāĻĻেāϰ āĻĒাāĻļাāĻĒাāĻļি āĻ…āĻ­িāϜ্āĻž āĻĒ্āϰোāĻ—্āϰাāĻŽাāϰāĻĻেāϰ āĻ•াāĻ›েāĻ“ āĻ…āϤ্āϝāύ্āϤ āϜāύāĻĒ্āϰিāϝ়।


2. Why Python Is So Popular

Python āϜāύāĻĒ্āϰিāϝ় āĻšāĻ“āϝ়াāϰ āĻĒ্āϰāϧাāύ āĻ•াāϰāĻŖāĻ—ুāϞো āĻšāϞো:


*āϏāĻšāϜ āĻ“ āĻĒāϰিāώ্āĻ•াāϰ āϏিāύāϟ্āϝাāĻ•্āϏ

*āĻĻ্āϰুāϤ āĻļেāĻ–া āϝাāϝ়

*āĻŦিāĻļাāϞ āϞাāχāĻŦ্āϰেāϰি āϏাāĻĒোāϰ্āϟ


Web Development, Data Analysis, AI, ML—āϏāĻŦāĻ–াāύেāχ āĻŦ্āϝāĻŦāĻšাāϰāϝোāĻ—্āϝ।


3. History of Python Programming

Python-āĻāϰ āĻŦিāĻ•াāĻļ āĻļুāϰু āĻšāϝ় 1980-āĻāϰ āĻĻāĻļāĻ•েāϰ āĻļেāώেāϰ āĻĻিāĻ•ে।


Guido van Rossum 1991 āϏাāϞে Python 0.9.0 āĻĒ্āϰāĻ•াāĻļ āĻ•āϰেāύ।

*2000 → Python 2.0 (List comprehension āχāϤ্āϝাāĻĻি)

*2008 → Python 3.0 (print statement → print() function)

āφāϜ Python āĻŦিāĻļ্āĻŦেāϰ āĻ…āύ্āϝāϤāĻŽ āϜāύāĻĒ্āϰিāϝ় āĻĒ্āϰোāĻ—্āϰাāĻŽিং āĻ­াāώা।


4. Setting Up Python Development Environment


Python āĻĄেāĻ­েāϞāĻĒāĻŽেāύ্āϟ āĻāύāĻ­াāϝ়āϰāύāĻŽেāύ্āϟ āϏেāϟ-āφāĻĒ āĻ•āϰা āĻ–ুāĻŦāχ āϏāĻšāϜ।


Step 1: Python Interpreter Download

Python-āĻāϰ āĻ…āĻĢিāϏিāϝ়াāϞ āĻ“āϝ়েāĻŦāϏাāχāϟ āĻĨেāĻ•ে āϏāϰ্āĻŦāĻļেāώ āĻ­াāϰ্āϏāύ āĻĄাāωāύāϞোāĻĄ āĻ•āϰুāύ।


Step 2: Install Python

āχāύāϏ্āϟāϞ āĻ•āϰাāϰ āϏāĻŽāϝ় “Add Python to PATH” āĻ…āĻĒāĻļāύāϟি āϟিāĻ• āĻĻিāύ।


Step 3: Install IDE / Text Editor

āϜāύāĻĒ্āϰিāϝ় IDE:

*PyCharm

*Visual Studio Code

*Eclipse

*Sublime Text / Notepad++

Step 4: Install Additional Libraries



Step 5: Test Installation

Python

print("Hello, World!")


5. Python Basic Syntax & Data Types

Python-āĻ āĻ•োāĻĄ āĻŦ্āϞāĻ• āĻŦোāĻাāϤে indentation āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰা āĻšāϝ়।

Built-in Data Types:

*Integer (int)

*Float

*String

*Boolean

6. Variables and Operators

āĻ­েāϰিāϝ়েāĻŦāϞ āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰে āĻĄেāϟা āϏংāϰāĻ•্āώāĻŖ āĻ•āϰা āĻšāϝ়।

Python

x = 10

name = "Python"


Operators:

*Arithmetic: + - * /

*Comparison: == != > <


7. Control Flow & Loops

Python-āĻ āĻ•āύ্āϟ্āϰোāϞ āĻĢ্āϞো āĻŦোāĻাāϤে āĻŦ্āϝāĻŦāĻšৃāϤ āĻšāϝ়:

*if – else

*for loop

*while loop

*break & continue

8. Python For Loop: Common Beginner Mistakes

āύāϤুāύāĻĻেāϰ āϏāĻŦāϚেāϝ়ে āϏাāϧাāϰāĻŖ āĻ­ুāϞāĻ—ুāϞো:

*Indentation āĻ­ুāϞ āĻ•āϰা

*range() āϏāĻ িāĻ•āĻ­াāĻŦে āύা āĻŦোāĻা

*Loop variable āĻ­ুāϞāĻ­াāĻŦে āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰা

*Infinite loop āϤৈāϰি āĻ•āϰা


Python

for i in range (5):

print (i)



9. Functions and Modules

āĻĢাংāĻļāύ āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰে āĻ•োāĻĄ āĻĒুāύঃāĻŦ্āϝāĻŦāĻšাāϰāϝোāĻ—্āϝ āĻ•āϰা āϝাāϝ়।


def greet():

print("Hello Python")



Modules āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰে āĻ…āύ্āϝ āĻĢাāχāϞেāϰ āĻ•োāĻĄ āχāĻŽāĻĒোāϰ্āϟ āĻ•āϰা āϝাāϝ়।


10. Python Data Structures

Python-āĻāϰ āĻ—ুāϰুāϤ্āĻŦāĻĒূāϰ্āĻŖ āĻĄেāϟা āϏ্āϟ্āϰাāĻ•āϚাāϰ:

*List

*Tuple

*Dictionary

*Set

āĻĒ্āϰāϤিāϟিāϰ āĻŦ্āϝāĻŦāĻšাāϰ āĻ•্āώেāϤ্āϰ āφāϞাāĻĻা।

11. File Handling in Python

āĻĢাāχāϞ āĻ“āĻĒেāύ, āĻĒāĻĄ়া āĻ“ āϞেāĻ–া āĻ•āϰা āϝাāϝ়।

file = open("data.txt", "r")




Exception handling āĻ–ুāĻŦ āĻ—ুāϰুāϤ্āĻŦāĻĒূāϰ্āĻŖ।

12. Object-Oriented Programming (OOP)


Python-āĻ OOP āϧাāϰāĻŖাāĻ—ুāϞো:

*Class & Object

*Encapsulation

*Polymorphism

*Abstraction

13. Error Handling & Debugging

try:

     print(x)

except:

            print("Error occurred")


14. Advanced Topics in Python

*Regular Expression

*Multithreading

*Network Programming

15. Learning Resources

HTML āĻļেāĻ–াāϰ āϜāύ্āϝ āĻĻেāĻ–ুāύ 👉<a>https://textflode.blogspot.com/2025/07/html-course-part-2.html


16. Frequently Asked Questions (FAQ

❓Q1: Python āĻ•ি āύāϤুāύāĻĻেāϰ āϜāύ্āϝ āĻ­াāϞো?

āĻš্āϝাঁ, Python āύāϤুāύāĻĻেāϰ āϜāύ্āϝ āϏāĻŦāϚেāϝ়ে āϏāĻšāϜ āĻ­াāώাāĻ—ুāϞোāϰ āĻāĻ•āϟি।


❓Q2: Python āĻĻিāϝ়ে āĻ•ী āĻ•āϰা āϝাāϝ়?

Web development, Data analysis, AI, Machine Learning, Automation—āϏāĻŦāχ।


❓Q3: Python āĻļেāĻ–াāϰ āϜāύ্āϝ IDE āĻĻāϰāĻ•াāϰ?

āύা, āϤāĻŦে IDE āĻŦ্āϝāĻŦāĻšাāϰ āĻ•āϰāϞে āĻļেāĻ–া āϏāĻšāϜ āĻšāϝ়।


❓Q4: Python 2 āύা Python 3 āĻļিāĻ–āĻŦো?

āϏāĻŦāϏāĻŽāϝ় Python 3 āĻļিāĻ–āĻŦেāύ।


❓Q5: For loop āĻļেāĻ–া āĻ•েāύ āĻ•āĻ িāύ āϞাāĻ—ে?

Indentation āĻ“ logic āĻĒāϰিāώ্āĻ•াāϰ āύা āĻĨাāĻ•āϞে āϏāĻŽāϏ্āϝা āĻšāϝ়—āĻĒ্āϰ্āϝাāĻ•āϟিāϏāχ āϏāĻŽাāϧাāύ।

17. Conclusion

Python āĻāĻ•āϟি āĻļāĻ•্āϤিāĻļাāϞী, āϏāĻšāϜ āĻāĻŦং āĻŦāĻšুāĻŽুāĻ–ী āĻ­াāώা। āϏāĻ িāĻ• āĻ—াāχāĻĄ āĻ“ āύিāϝ়āĻŽিāϤ āĻĒ্āϰ্āϝাāĻ•āϟিāϏ āĻ•āϰāϞে āϝে āĻ•েāω Python āĻļেāĻ–ে āĻĒ্āϰāϜেāĻ•্āϟ āϤৈāϰি āĻ•āϰāϤে āĻĒাāϰে।

18. About the Author

Written by MD Nurul Alam

A writer interested in self-reflection, psychology, spiritual growth, tech & education.

This blog focuses on self-reflection, mindful practices, psychological well-being, and technology.
















Wednesday, February 4, 2026

Instagram Guide: Complete Beginner to Advanced Strategy (2026)






Instagram Guide for Beginners (2026)

This Instagram guide helps beginners learn Instagram tips, growth strategy, and SEO to build a strong social media presence.








👉 Why This Instagram Guide Is Important?


đŸ•ŗ️Instagram guide

đŸ•ŗ️Instagram tips and tricks

đŸ•ŗ️How to use Instagram

đŸ•ŗ️Instagram for beginners

đŸ•ŗ️Instagram growth strategy

đŸ•ŗ️Instagram SEO

<a>https://textflode.blogspot.com/2025/01/python.html


Instagram is one of the most powerful social media platforms today. Whether you’re a beginner, content creator, or business owner, mastering Instagram can help you grow your audience, build a brand, and even earn money online.


This complete Instagram guide will walk you step by step—from creating your account to advanced growth, engagement, and monetization strategies. 


What is Instagram & Why It Matters?


Instagram is a visual-based social media platform where users share photos, videos, reels, and stories. With millions of active users worldwide, it offers huge opportunities for personal branding, business promotion, and community building.


How to Get Started with Instagram?


1. Download & Install the App


Go to the Google Play Store or Apple App Store, search for Instagram, tap Download, and install the app.

2. Create an Account


Open the app and tap Sign Up.

Enter your email or phone number, choose a unique username, and set a strong password. Pick a name that reflects your personality or brand

3. Set Up Your Profile.

Your profile is your digital identity:


°Upload a clear profile photo

°Write a short, engaging bio

°Add your website or other social media links


A strong profile builds trust and attracts followers.


đŸ•ŗ️Understanding the Instagram Home Feed

The home feed shows posts from accounts you follow.


°Scroll to explore content

°Double-tap to like

°Tap the comment icon to interact


Regular engagement improves your visibility on Instagram.


Finding & Following Accounts

Use the Search (🔍) icon to discover new content:


°Search keywords related to your interests

°Explore suggested accounts

°Tap Follow to see their posts in your feed


Posting Content on Instagram


To post photos or videos:


°Tap the “+” icon

°Select media from your gallery

°Apply filters or edits

°Write a caption and add hashtags

°Tag people if needed


High-quality content increases reach and engagement.

How to Engage with Your Audience?


đŸ•ŗ️Instagram marketing guide

đŸ•ŗ️Instagram engagement tips

đŸ•ŗ️Instagram hashtag strategy

đŸ•ŗ️Instagram reels growth

đŸ•ŗ️Instagram stories tips

đŸ•ŗ️Instagram algorithm explained

đŸ•ŗ️Organic Instagram growth


Engagement is the heart of Instagram success:


°Like and comment on posts

°Reply to comments on your content

°Use direct messages (DMs) for personal interaction.


Genuine engagement builds long-term relationships.

Using Captions, Hashtags & Emojis Effectively

Captions


Captions tell the story behind your post.


Use:

°Witty

°Informative

°Emotional or motivational styles


Hashtags (Very Important for SEO)


Hashtags act as search terms on Instagram.


°Use relevant and niche hashtags

°Avoid spammy overuse

°Mix popular + specific hashtags

°Create a branded hashtag for your business

Emojis

Emojis add personality and emotion. Use them strategically to enhance readability and brand tone.


Organic Instagram Growth Strategy


Organic growth builds real, loyal followers:


°Post consistently

°Maintain a clear theme or niche

°Engage daily with similar accounts

°Collaborate with influencers or brands

°Promote Instagram on other platforms


Avoid bots and fake followers—they harm long-term growth.


Instagram for Business & Brands

Optimize Your Business Profile

°Professional profile image

°Clear bio with value proposition

°Website or landing page link


Create High-Quality Visual Content


Instagram is visual-first:


°Use high-resolution photos

°Try reels and videos

°Maintain brand aesthetics


Audience Engagement


Respond to comments, follow relevant accounts, and build a loyal community.


Advanced Instagram Features You Must Use

Instagram Stories


Stories disappear after 24 hours but boost engagement. Use:

°Polls

°Questions

°Quizzes

°Stickers


Instagram Live

Go live to:


°Connect in real time

°Answer questions

°Collaborate with other creators


Reels & Explore

Reels help reach new audiences fast.

Use trending sounds and relevant hashtags for maximum reach


Instagram Monetization Basics


*Instagram monetization

*Earn money from Instagram

*Instagram income ideas

*Instagram creator earnings


You can earn through:


°Brand collaborations

°Affiliate marketing

°Selling products or services

°Sponsored posts.


đŸ•ŗ️How to grow Instagram followers organically

đŸ•ŗ️Best hashtags for Instagram growth

đŸ•ŗ️Instagram SEO for beginners

đŸ•ŗ️How to get engagement on Instagram posts

đŸ•ŗ️Instagram content ideas for beginners

đŸ•ŗ️How Instagram algorithm works in 2026

đŸ•ŗ️Instagram marketing for small business


❓Q1. What is Instagram used for?


Instagram is used for sharing photos, videos, reels, and stories. It helps individuals and businesses connect with audiences, promote brands, and build communities.


❓Q2. How can beginners start using Instagram?


Beginners can start by downloading the app, creating an account, setting up a profile, following relevant accounts, and posting quality content consistently.


❓Q3. How do hashtags work on Instagram?


Hashtags work as search keywords on Instagram. They help users discover content related to their interests and increase post visibility.


❓Q4. How can I grow my Instagram followers organically?

Organic growth requires consistent posting, using relevant hashtags, engaging with followers, posting reels, and collaborating with similar creators.


❓Q5. How often should I post on Instagram?


Posting 3–5 times per week is ideal for most users. Consistency is more important than posting daily.


❓Q6. What type of content performs best on Instagram?


Reels, carousel posts, high-quality images, educational content, and storytelling posts perform best.


❓Q7. Can Instagram help grow a business?


Yes, Instagram is a powerful platform for businesses to promote products, attract customers, and build brand trust.


❓Q8. Is Instagram monetization possible for beginners?

Yes, beginners can monetize Instagram through affiliate marketing, brand collaborations, digital products, and services.


Final Thoughts


Mastering Instagram requires more than just posting content. By using smart strategies, engaging genuinely, and leveraging Instagram’s powerful features, you can grow your audience, strengthen your brand, and achieve long-term success.


About the Author

Written by MD Nurul Alam, a writer interested in self-reflection, psychology, and spiritual growth. He explores how inner awareness and mindful practices can improve mental well-being and daily life.This blog focuses on self-reflection, prayer, and psychological well-being, and tech, education. 




https://textflode.blogspot.com/2025/12/the-complete-guide-to-self-reflection.html

Truth vs Falsehood: Why Humans Believe Lies | Psychology & Philosophy Explained

  🟤 Truth vs Falsehood: A Deep Exploration of Reality, Ego & Human Mind.  In a complex world, we often struggle to distinguish truth fr...