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๐—”๐—œ & ๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฃ๐—ฟ๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ (๐—ก๐—ผ ๐—–๐—ผ๐—ฑ๐—ถ๐—ป๐—ด ๐—ก๐—ฒ๐—ฒ๐—ฑ๐—ฒ๐—ฑ)

Apply Now๐Ÿ‘‰:- https://pdlink.in/4aYWald

By E&ICT Academy, IIT Roorkee

Batch Closing Soon - 26th July 2026
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๐Ÿš€ ๐—–๐—ถ๐˜€๐—ฐ๐—ผ ๐—™๐—ฅ๐—˜๐—˜ ๐—ง๐—ฒ๐—ฐ๐—ต ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ | ๐Ÿฑ ๐— ๐˜‚๐˜€๐˜-๐——๐—ผ ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐ŸŽ“

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* Python โ€“ python.org/doc
* NumPy โ€“ numpy.org/doc
* Pandas โ€“ pandas.pydata.org/docs
* Matplotlib โ€“ matplotlib.org
* Seaborn โ€“ seaborn.pydata.org
* SQL โ€“ sqlzoo.net (or sqlbolt.com)
* Statistics โ€“ khanacademy.org/math/statistics-probability
* Machine Learning โ€“ scikit-learn.org/stable
* Deep Learning โ€“ pytorch.org/tutorials
* Google Data Analytics โ€“ coursera.org/learn/google-data-analytics (audit free)
* Kaggle Learn โ€“ kaggle.com/learn
* Portfolio Projects โ€“ kaggle.com/datasets

Double Tap โ™ฅ๏ธ For More
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โœ… Top Free Platforms to Master Programming ๐Ÿ’ก๐Ÿ‘จโ€๐Ÿ’ป 

1๏ธโƒฃ Freecodecamp (Free Courses) 
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3๏ธโƒฃ CS50 by Harvard (edX) 
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โœ… Ivy-league content, totally free 

4๏ธโƒฃ MIT OpenCourseWare 
๐Ÿ“š Advanced computer science & AI topics 
โœ… Free lectures + materials 

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โœ… Free Udemy Courses: https://whatsapp.com/channel/0029VbB8ROL4inogeP9o8E1l

6๏ธโƒฃ Leetcode 
๐ŸŽฎ Beginner-friendly coding challenges 

7๏ธโƒฃ InterviewBit 
๐Ÿ’ผ DSA + system design for interviews 
โœ… Roadmap-based learning 

8๏ธโƒฃ Googleโ€™s Python Class 
๐Ÿ Free course for beginners with examples 
โœ… Straight from Google engineers 

๐Ÿ’ฌ Tip: Mix structured learning with project building for best results!

๐Ÿ“ข Share this with someone starting their coding journey! 

โค๏ธ Double Tap for more free tech learning gems!
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๐Ÿš€ ๐—–๐˜†๐—ฏ๐—ฒ๐—ฟ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† & ๐—–๐—น๐—ผ๐˜‚๐—ฑ ๐—–๐—ผ๐—บ๐—ฝ๐˜‚๐˜๐—ถ๐—ป๐—ด 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˜€

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FREE sites to improve your coding knowledge ๐Ÿ‘จ๐Ÿปโ€๐Ÿ’ป๐Ÿ“ -

๐ŸŒ HTML - w3schools.com
๐Ÿ’… CSS - web.dev/learn/css
๐Ÿ”ฅ JavaScript - javascript.info
๐Ÿ™ Git and Github - git-scm.com
๐Ÿ“š API - rapidapi.com/learn
๐Ÿ Python - t.me/pythonproz
โš›๏ธ React - react-tutorial.app
๐ŸŽก Laravel - laracasts.com
๐ŸŒŸ VueJS - learnvue.co
๐Ÿ” SQL - t.me/sqlspecialist
๐ŸŒˆ Tailwind CSS - tailwindcss.com
๐Ÿš€ Go - gobyexample.com
๐Ÿณ Docker - docker-curriculum.com
๐Ÿฆ‹ Flutter - flutter.dev/learn
๐Ÿฆ€ Rust - rust-lang.org/learn
๐Ÿง  AI/ML - t.me/machinelearning_deeplearning
โš™๏ธ DevOps - t.me/AWS_GCP_Azure
๐Ÿงฉ TypeScript - typescriptlang.org/learn

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โค8
๐Ÿš€ ๐—š๐—ผ๐—ผ๐—ด๐—น๐—ฒ ๐—™๐—ฅ๐—˜๐—˜ ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜๐—ถ๐—ฐ๐˜€ ๐—–๐—ผ๐˜‚๐—ฟ๐˜€๐—ฒ๐˜€ ๐Ÿ“Š๐Ÿ”ฅ

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Last 25 seats | Batch closing this week!
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โ€‹๐—”๐—œ & ๐——๐—ฎ๐˜๐—ฎ ๐—ฆ๐—ฐ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฃ๐—ฟ๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ (๐—ก๐—ผ ๐—–๐—ผ๐—ฑ๐—ถ๐—ป๐—ด ๐—ก๐—ฒ๐—ฒ๐—ฑ๐—ฒ๐—ฑ)

E&ICT Academy, IIT Roorkee is closing admissions for their Data Science & AI Certification on 2nd August 2026.

โœ… No coding background needed
โœ… IIT faculty-led program
โœ… Certificate from E&ICT IIT Roorkee

๐—”๐—ฝ๐—ฝ๐—น๐˜† ๐—ฏ๐—ฒ๐—ณ๐—ผ๐—ฟ๐—ฒ ๐˜€๐—ฒ๐—ฎ๐˜๐˜€ ๐—ณ๐—ถ๐—น๐—น ๐˜‚๐—ฝ:-

https://pdlink.in/4aYWald

๐Ÿ’ซDeadline: 2nd August 2026
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How to master Python from scratch๐Ÿš€

1. Setup and Basics ๐Ÿ
   - Install Python ๐Ÿ–ฅ๏ธ: Download Python and set it up.
   - Hello, World! ๐ŸŒ: Write your first Hello World program.

2. Basic Syntax ๐Ÿ“œ
   - Variables and Data Types ๐Ÿ“Š: Learn about strings, integers, floats, and booleans.
   - Control Structures ๐Ÿ”„: Understand if-else statements, for loops, and while loops.
   - Functions ๐Ÿ› ๏ธ: Write reusable blocks of code.

3. Data Structures ๐Ÿ“‚
   - Lists ๐Ÿ“‹: Manage collections of items.
   - Dictionaries ๐Ÿ“–: Store key-value pairs.
   - Tuples ๐Ÿ“ฆ: Work with immutable sequences.
   - Sets ๐Ÿ”ข: Handle collections of unique items.

4. Modules and Packages ๐Ÿ“ฆ
   - Standard Library ๐Ÿ“š: Explore built-in modules.
   - Third-Party Packages ๐ŸŒ: Install and use packages with pip.

5. File Handling ๐Ÿ“
   - Read and Write Files ๐Ÿ“
   - CSV and JSON ๐Ÿ“‘

6. Object-Oriented Programming ๐Ÿงฉ
   - Classes and Objects ๐Ÿ›๏ธ
   - Inheritance and Polymorphism ๐Ÿ‘จโ€๐Ÿ‘ฉโ€๐Ÿ‘ง

7. Web Development ๐ŸŒ
   - Flask ๐Ÿผ: Start with a micro web framework.
   - Django ๐Ÿฆ„: Dive into a full-fledged web framework.

8. Data Science and Machine Learning ๐Ÿง 
   - NumPy ๐Ÿ“Š: Numerical operations.
   - Pandas ๐Ÿผ: Data manipulation and analysis.
   - Matplotlib ๐Ÿ“ˆ and Seaborn ๐Ÿ“Š: Data visualization.
   - Scikit-learn ๐Ÿค–: Machine learning.

9. Automation and Scripting ๐Ÿค–
   - Automate Tasks ๐Ÿ› ๏ธ: Use Python to automate repetitive tasks.
   - APIs ๐ŸŒ: Interact with web services.

10. Testing and Debugging ๐Ÿž
    - Unit Testing ๐Ÿงช: Write tests for your code.
    - Debugging ๐Ÿ”: Learn to debug efficiently.

11. Advanced Topics ๐Ÿš€
    - Concurrency and Parallelism ๐Ÿ•’
    - Decorators ๐ŸŒ€ and Generators โš™๏ธ
    - Web Scraping ๐Ÿ•ธ๏ธ: Extract data from websites using BeautifulSoup and Scrapy.

12. Practice Projects ๐Ÿ’ก
    - Calculator ๐Ÿงฎ
    - To-Do List App ๐Ÿ“‹
    - Weather App โ˜€๏ธ
    - Personal Blog ๐Ÿ“

13. Community and Collaboration ๐Ÿค
    - Contribute to Open Source ๐ŸŒ
    - Join Coding Communities ๐Ÿ’ฌ
    - Participate in Hackathons ๐Ÿ†

14. Keep Learning and Improving ๐Ÿ“ˆ
    - Read Books ๐Ÿ“–: Like "Automate the Boring Stuff with Python".
    - Watch Tutorials ๐ŸŽฅ: Follow video courses and tutorials.
    - Solve Challenges ๐Ÿงฉ: On platforms like LeetCode, HackerRank, and CodeWars.

15. Teach and Share Knowledge ๐Ÿ“ข
    - Write Blogs โœ๏ธ
    - Create Video Tutorials ๐Ÿ“น
    - Mentor Others ๐Ÿ‘จโ€๐Ÿซ

I have curated the best interview resources to crack Python Interviews ๐Ÿ‘‡๐Ÿ‘‡
https://topmate.io/coding/898340

Hope you'll like it

Like this post if you need more resources like this ๐Ÿ‘โค๏ธ
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๐๐š๐ฒ ๐€๐Ÿ๐ญ๐ž๐ซ ๐๐ฅ๐š๐œ๐ž๐ฆ๐ž๐ง๐ญ - ๐†๐ž๐ญ ๐๐ฅ๐š๐œ๐ž๐ ๐ˆ๐ง ๐“๐จ๐ฉ ๐Œ๐๐‚'๐ฌ ๐Ÿ˜

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Hurry! Limited seats are available.๐Ÿƒโ€โ™‚๏ธ
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