Swapna Kumar Panda Profile picture
| Tech Writer, Educator | prev. Architect | Python, JavaScript, SQL | Programming, Development, Databases, AI Tools, Remote Jobs | Building @JabardastDEV |
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Mar 2 9 tweets 11 min read
Absolute Beginner Friendly Programming Notes

❯ Python
❯ Java
❯ C/C++, DSA
❯ HTML, CSS, JavaScript
❯ SQL
❯ Linux, Git

40 other subjects - 10000+ Pages (💯 FREE)

No signup required. Find links inside.Image 1. Python

- More than 200 Chapters
- 700+ Pages

goalkicker.com/PythonBook/Image
Feb 28 10 tweets 5 min read
Stanford’s FREE Machine Learning Courses:

CS221 - Artificial Intelligence
CS229 - Machine Learning
CS230 - Deep Learning
CS234 - Reinforcement Learning
CS224U - NL Understanding
CS224N - NLP with Deep Learning

Course links are inside: 1. CS221 - Artificial Intelligence

🖇 youtube.com/playlist?list=…Image
Feb 26 11 tweets 13 min read
Best YouTube Courses to Learn Programming in 2025:

- Python
- Java
- C/C++
- JavaScript
- C#
- PHP
- SQL
- Rust 1. Python

❯ Python
youtube.com/playlist?list=…

❯ Django
youtube.com/playlist?list=…

❯ Flask
youtube.com/playlist?list=…

❯ FastAPI
youtube.com/playlist?list=…

❯ Numpy
youtube.com/playlist?list=…

❯ Pandas
youtube.com/playlist?list=…

❯ Scikit-Learn
youtube.com/playlist?list=…Image
Feb 25 13 tweets 7 min read
12 FREE "Springer" & "Apress" Books

- AI & ML
- Mathematics
- Data Science
- DevOps Image
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1. Introduction to Scientific Programming with Python

- This textbook introduces you to Python
- Then it explores about scientific computing

🎄 link.springer.com/book/10.1007/9…Image
Feb 24 10 tweets 7 min read
9 "C" Programming Books

Download and Read them for FREE: Image
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1. Modern C

- Manning Publications
- 325 pages and 19 chapters
- Starts with fundamentals
- Covers multi threading, signals, etc.

🖇️ inria.hal.science/hal-02383654v1…Image
Feb 22 11 tweets 6 min read
10 O'Reilly Best Selling Books

Get them for FREE:Image
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1. Designing Data-Intensive Applications

Get the free extract of 145 pages of the book.

🖇️ scylladb.com/wp-content/upl…Image
Feb 21 9 tweets 7 min read
9 FREE Certifications, fully accepted in the industry:

1. freecodecamp.org/learn/Image 2. University of Helsinki

❯ Python Programming
programming-25.mooc.fi

❯ Data Analysis with Python
courses.mooc.fi/org/uh-cs/cour…

❯ AI
elementsofai.com

❯ DevOps with Kubernetes
devopswithkubernetes.com

❯ Fullstack Web Development
fullstackopen.com

🖇️ All courses: mooc.fi/en/courses/Image
Feb 19 10 tweets 11 min read
The best thing to invest in 2025 - Learn AI/ML

Here, sharing with you the most comprehensive roadmap w/ all free resources: 1. Python [1 month]

Focus on Python programming and basic data structures.

⬙ Detailed Roadmap
x.com/swapnakpanda/s…

⬗ Free Book - Think Python (O'Reilly)
❯ v2 (PDF)
greenteapress.com/thinkpython2/t…
❯ v3 (HTML)
allendowney.github.io/ThinkPython/

⬘ Free Course - Harvard CS50
cs50.harvard.edu/python/

⬖ YouTube - Python for Everybody (freeCodeCamp)
youtube.com/watch?v=8Dvywo…Image
Feb 17 9 tweets 3 min read
The best skills to have in 2025: SQL

But if you are struggling, no worries. I've got an excellent solution for you: Introducing @Chat2DB_AI

In simple words, it's an AI tool that converts any plain text to SQL queries. Even if you don't know SQL, it can generate data insights without writing any SQL.

Let's explore all the interesting stuffs that we can do using it.
Feb 16 11 tweets 8 min read
10 FREE Books from Cambridge University

- Machine Learning
- Deep Learning
- Mathematics

All beginner friendly books: Image
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1. Understanding Machine Learning

- 449 pages
- This textbook introduces machine learning, and the algorithmic paradigms in a principled way.
- Ideal for students and non-expert readers in statistics, computer science, and mathematics.

🎄 cs.huji.ac.il/w~shais/Unders…Image
Feb 15 14 tweets 6 min read
Learning Python is MUST in 2025.

Here’s how you can master it in a year: 0. Preliminary Steps

Before proceeding, ensure you do these

⬩Know your final goal
⬩Set a target for spending daily 1 hour minimum.
⬩Research about Python ecosystem (libraries, frameworks, code editors).

Remember, it's a marathon; not a sprint.
Feb 14 10 tweets 6 min read
9 FREE Books from MIT for Absolute Beginners

- Artificial Intelligence (AI)
- Machine Learning (ML)
- Deep Learning (DL)
- Reinforcement Learning (RL) Image
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1. Foundations of Machine Learning

- A classic book for beginners in ML
- Total 505 Pages

🎄 cs.nyu.edu/~mohri/mlbook/Image
Feb 13 11 tweets 6 min read
10 Python Books absolutely FREE

A gift for the Valentine's Day ❤️ Image
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1. Think Python

❯ v2 (PDF) greenteapress.com/thinkpython2/t…

❯ v3 (HTML) allendowney.github.io/ThinkPython/Image
Feb 12 12 tweets 8 min read
YouTube - FREE, but ❌ Certificates
MDN - FREE, but ❌ Certificates
W3Schools - FREE, but ❌ Certificates

These are the top 11 alternatives: 1. University of Helsinki

❯ Python Programming
programming-24.mooc.fi

❯ Data Analysis with Python
courses.mooc.fi/org/uh-cs/cour…

❯ DevOps with Kubernetes
devopswithkubernetes.com

❯ Fullstack Web Development
fullstackopen.com

🖇️ All courses: mooc.fi/en/courses/Image
Feb 10 11 tweets 5 min read
You can now learn Data Science, 💯FREE:

- Harvard
- Stanford
- MIT
- Google
- Microsoft
- IBM

10 Top Courses w/ Certificates* : 1. Python

- From Harvard

cs50.harvard.edu/python/Image
Feb 6 10 tweets 5 min read
Stanford’s FREE Machine Learning Courses:

CS221 - Artificial Intelligence
CS229 - Machine Learning
CS230 - Deep Learning
CS234 - Reinforcement Learning
CS224N - NLP with Deep Learning

Find course links inside: 1. CS221 - Artificial Intelligence

🖇 youtube.com/playlist?list=…Image
Feb 4 8 tweets 14 min read
Bookmark these sites FOREVER!!!

❯ HTML ➟ learn-html
❯ CSS ➟ css-tricks
❯ JavaScript ➟ javascript .info
❯ Python ➟ realpython
❯ C ➟ learn-c
❯ C++ ➟ fluentcpp
❯ Java ➟ baeldung
❯ SQL ➟ sqlbolt
❯ Go ➟ learn-golang
❯ Kotlin ➟ studytonight
❯ Swift ➟ codewithchris
❯ C# ➟ learncs
❯ PHP ➟ learn-php
❯ DSA ➟ techdevguide .withgoogle

Open the thread for more links. 1. Web Development (HTML/CSS/JS)

❯ HTML ➟ web.dev/html
❯ HTML ➟ learn-html.org
❯ HTML ➟ developer.mozilla.org/en-US/docs/Lea…

❯ CSS ➟ web.dev/css
❯ CSS ➟ css-tricks.com/guides
❯ CSS ➟ developer.mozilla.org/en-US/docs/Lea…

❯ JavaScript ➟ web.dev/javascript
❯ JavaScript ➟ developer.mozilla.org/en-US/docs/Lea…

❯ HTML & CSS ➟ theodinproject.com/paths/full-sta…
❯ HTML & CSS ➟ scrimba.com/learn-html-and…
Jan 30 10 tweets 7 min read
YouTube is FREE - ❌ Certifications
MDN is FREE - ❌ Certifications
W3Schools is FREE - ❌ Certifications

Here are the best 9 alternatives: 1. University of Helsinki

❯ Python Programming
programming-24.mooc.fi

❯ Data Analysis with Python
courses.mooc.fi/org/uh-cs/cour…

❯ DevOps with Kubernetes
devopswithkubernetes.com

❯ Fullstack Web Development
fullstackopen.com

🖇️ All courses: mooc.fi/en/courses/Image
Jan 29 11 tweets 6 min read
Learn Computer Science, FREE in 2025:

- Harvard
- Stanford
- MIT
- IIT
- Microsoft
- Google

10 Top Courses w/ Certificates* : 1. Introduction with CS50

- From Harvard

🎄 cs50.harvard.edu/x/Image
Jan 28 10 tweets 10 min read
The best thing to invest in 2025, learn AI/ML.

Here's a comprehensive roadmap w/ all free resources: 1. Python

Time: 1 month

Focus on Python programming and basic data structures.

⬙ Detailed Roadmap
x.com/swapnakpanda/s…

⬗ Free Book - Think Python (O'Reilly)
❯ v2 (PDF)
greenteapress.com/thinkpython2/t…
❯ v3 (HTML)
allendowney.github.io/ThinkPython/

⬘ Free Course - Harvard CS50
cs50.harvard.edu/python/

⬖ YouTube - Python for Everybody (freeCodeCamp)
youtube.com/watch?v=8Dvywo…Image
Jan 25 12 tweets 5 min read
If I can learn Data Science, FREE in 2025:

- Harvard
- Stanford
- MIT
- Microsoft
- Google
- IBM

11 Top Courses w/ Certificates* : 1. Python

- From Harvard

🎄 cs50.harvard.edu/python/Image