Swapna Kumar Panda Profile picture
| Tech Writer, Educator | Python, Java, JavaScript, SQL | DSA, Development | Free Resources, AI Tools | Other Version: @therealswapna | Building @JabardastDEV |
42 subscribers
Jun 20 8 tweets 7 min read
MIT's FREE AI & ML Courses

❯ 6.036 - Machine Learning
❯ 6.S191 - Deep Learning
❯ 6.034 - Artificial Intelligence
❯ 18.05 - Probability and Statistics
❯ 18.06 - Linear Algebra
❯ 18.S096 - Matrix Calculus

All course links inside: 1. 6.036 - Machine Learning

❯ Course Link
openlearninglibrary.mit.edu/courses/course…

❯ YouTube Playlist
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Jun 19 14 tweets 22 min read
Save these 100+ Sites FOREVER!!!

Open the thread for all the links: Image 1. Python, AI & ML, Data Science

❯ Python ➟ realpython.com
❯ Python ➟ fullstackpython.com
❯ Python ➟ planetpython.org

❯ Django ➟ learndjango.com

❯ Flask ➟ blog.miguelgrinberg.com/post/the-flask…

❯ FastAPI ➟ fastapi.tiangolo.com/learn/

❯ Machine Learning ➟ developers.google.com/machine-learni…

❯ Machine Learning ➟ tensorflow.org/resources/lear…

❯ Tensorflow ➟ tensorflow.org/learn

❯ Data Science ➟ towardsdatascience.com
Jun 18 17 tweets 7 min read
I am a JavaScript Developer since 2005.

If I plan to learn it in 2025, I will do this: ➊ Fundamentals

Effort: 1 to 2 hours per day
Time: 2 weeks

➀ JavaScript Engine
➁ JavaScript Runtime
➂ Execution Context
➃ Hoisting
➄ Call Stack
➅ Event Loop
➆ Callback Queue
Jun 15 10 tweets 7 min read
FREE FREE FREE

9 FREE Books on DSA in Java, C, C++, Python:Image
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1. Data Structures & Algorithms using Python

🎄 donsheehy.github.io/datastructures…Image
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Jun 14 11 tweets 8 min read
Learn Computer Science, FREE in 2025:

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

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

- From Harvard

🎄 cs50.harvard.edu/x/Image
Jun 13 9 tweets 7 min read
FREE Certifications 💯 accepted in the industry

1. freecodecamp.org/learn/Image 2. Cisco Netacad

❯ Python
netacad.com/courses/python…

❯ JavaScript
netacad.com/courses/javasc…

❯ Data Analytics
netacad.com/courses/data-a…

❯ Ethical Hacking
netacad.com/courses/ethica…

❯ Networking
netacad.com/courses/networ…Image
Jun 11 10 tweets 12 min read
Best skills to build in 2025: AI & ML

Complete roadmap w/ all free resources: Image 1. Python

Time: 1 month

Focus on Python programming and basic data structures.

⬙ Detailed Roadmap
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⬗ Free Book - Think Python (O'Reilly)
allendowney.github.io/ThinkPython/

⬗ Free Book - Introduction to Python Programming
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⬘ Free Course - Harvard CS50
cs50.harvard.edu/python/

⬖ YouTube - Python for Everybody (freeCodeCamp)
youtube.com/watch?v=8Dvywo…Image
Jun 10 8 tweets 4 min read
Stanford's FREE AI & ML Courses:

❯ CS221 - Artificial Intelligence
❯ CS229 - Machine Learning
❯ CS230 - Deep Learning
❯ CS234 - Reinforcement Learning
❯ CS229M - ML Theory
❯ CS224U - NL Understanding
❯ CS224N - NLP with Deep Learning

Course links inside: 1. CS221 - Artificial Intelligence

🖇 youtube.com/playlist?list=…Image
Jun 8 12 tweets 4 min read
I am working in Java since 2005.

If I have to start it in 2025, I'll do this: ➊ Fundamental

Effort: 1 to 2 hours daily + Normal practice
Time: 2 weeks

✧ Overview of Java
✧ Setting up [JDK, JRE, IDE]
✧ Basic Syntax and Structure
✧ Primitive Data Types
✧ Variables and Constants
✧ Operators
Jun 7 6 tweets 4 min read
"Introduction to Programming in Python"

- MIT
- Harvard
- Stanford

Links to FREE Courses Inside:Image
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1. University of Helsinki

Free certifications available.

🖇️ programming-25.mooc.fiImage
Jun 1 10 tweets 12 min read
10000+ Pages Beginner Friendly Programming Notes

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

40+ Subjects - ALL FREE

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

- More than 200 Chapters
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goalkicker.com/PythonBook/Image
May 29 11 tweets 7 min read
FREE FREE FREE

10 Python Books, Absolutely FREE Image
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1. Machine Learning with Python

🎄 python-course.eu/books/bernd_kl…Image
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May 27 16 tweets 9 min read
Python is a MUST LEARN skills in 2025.

Here’s how to be an EXPERT within 1 year: 0. Preliminary Steps

Before deciding to start, 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).

P.S: This is my personal roadmap. I could spend 1 to 2 hours daily for learning and practicing. And it took me ~1 year to finish. It may differ from person to person.
May 25 13 tweets 21 min read
SAVE THESE SITES FOREVER!!!

Open the thread for all the links: Image 1. Python, AI & ML, Data Science

❯ Python ➟ realpython.com
❯ Python ➟ fullstackpython.com
❯ Python ➟ planetpython.org

❯ Django ➟ learndjango.com

❯ Flask ➟ blog.miguelgrinberg.com/post/the-flask…

❯ FastAPI ➟ fastapi.tiangolo.com/learn/

❯ Machine Learning ➟ developers.google.com/machine-learni…

❯ Machine Learning ➟ tensorflow.org/resources/lear…

❯ Tensorflow ➟ tensorflow.org/learn

❯ Data Science ➟ towardsdatascience.com
May 23 12 tweets 5 min read
If I can learn Data Science, FREE in 2025:

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

11 Top Courses w/ Certificates* : 1. Python

- From Harvard

cs50.harvard.edu/python/Image
May 21 17 tweets 4 min read
If you want to be a top level software engineer, never miss these 16 books: Image
May 15 11 tweets 8 min read
Learn Computer Science from -

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

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

- From Harvard

🎄 cs50.harvard.edu/x/Image
May 14 8 tweets 4 min read
Stanford's Machine Learning Courses:

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

All FREE courses. Links inside: 1. CS229 - Machine Learning

- By Andrew Ng

🖇 youtube.com/playlist?list=…Image
May 13 9 tweets 7 min read
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
May 11 12 tweets 4 min read
I am a Java Developer since 2005.

If I have to start learning it in 2025, I'll follow this: ➊ Fundamental

Effort: 1 to 2 hours daily + Normal practice
Time: 2 weeks

✧ Overview of Java
✧ Setting up [JDK, JRE, IDE]
✧ Basic Syntax and Structure
✧ Primitive Data Types
✧ Variables and Constants
✧ Operators
May 8 10 tweets 7 min read
FREE FREE FREE

9 FREE Books on DSA in Java, C, C++, Python:Image
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1. Think Data Structures

- DSA using Java

🔗 greenteapress.com/thinkdast/thin…Image
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