Real DSA

[Ankush Dharkar wants you on tier3.college @ankushdharkar]

Today is a great day for @RealDSA_ ! Got such nice feedback ❤️ So happy!
"Abhi toh party shuru hui hai"

[amul.exe @amuldotexe]

Joined @RealDSA_ to strengthen my DSA game , now more than ever the differentiation will be folks who sharpen their algorithmic problem solving skills; I know am turning 40 next year, so it feels late, but a man's gotta do what a man's gotta do; I know people think dev roles are going away or will be less valuable, I disagree, I think we are going to see the next wave of digitization which'll make the hands on builder role more valuable - and am all in on that

[Ankush Dharkar wants you on tier3.college @ankushdharkar]

Feedback like this for @RealDSA_! 🤩

This is the love of engineering I want to share. Not the rote-learning rat-race nonsense.

We do kickass upskilling, learn real engineering, have fun and look great while doing it! 🚀

[Tejas @taashuu_]

Come join us at @RealDSA_ 🚀

[maahin @mahin_katariya]

So today I was gave my software engg.(subject) exam, and the depth of clarity i had in the exam, which i usually never had for any subject.
Ever since i joined @RealDSA_, I have started approaching every engg. subject from the first principles and understand it rather than ratta

[Dhirender Choudhary @Dhirender_0001]

This is not a paid message.
@RealDSA_ Wednesday sessions really changed the way I think about problem-solving. They open your mind on how to approach a solution, how to think step by step, and what to consider (WTC) before jumping into code.

[Rahul Bagal @RahulBagal__]

Last week I joined @RealDSA_

Not to just memorise leetcode patterns.

But because I was tired of knowing concepts without understanding why they exist.

First thing they taught me:

Don't learn DSA. Learn what problem it was built to solve.

That one shift changed everything.

I started with Graph DS.

Seemed basic. Seemed familiar.

Then I went deeper.

And I found it everywhere.

GraphRAG using graphs to make AI 3x smarter.

LangGraph building AI agents as nodes and edges.

Neural Networks literally a weighted graph at its core.

The same data structure I rushed through before an exam.

The same one I forgot the next morning.

Is quietly running the most advanced AI systems built in 2026.

That hit differently.

Because I didn't just learn Graph DS this time.

I understood why it exists.

And suddenly everything I thought I knew about AI architecture had a foundation.

This is what real learning feels like.

Not memorizing. Understanding.

If you are learning DSA just to pass interviews

You are leaving the best part on the table.

Thank you @RealAnkush for showing me the difference.

[Sαƚყα 🧑🏻‍💻 @realsatyadotin]

@introvert_singh If you can afford a paid course

Do check @RealDSA_

[Real DSA @RealDSA_]

We take this seriously~!

[Ankush Dharkar wants you on tier3.college @ankushdharkar]

This is how carefully I make study groups in @RealDSA_
When people meet others in similar boat and similar goals, great things happen! That's what we enable.

[Kavyashri @Kavyashrikr]

Today, we started with the basics of heaps and their properties. Tomorrow at the same time, we’ll dive deeper into the heap data structure, covering important operations like heapify, insertion, deletion, and more.

@RealDSA_

[amrit rajput @amrit_xrajput]

Solved 500+ LeetCode problems.

Thought I was becoming a great engineer.

Then I joined @RealDSA_ , a DSA community built by @RealAnkush Sir

And my thinking changed.

Earlier:
• Identify pattern
• Apply formula
• Pass test cases
• Move on

[Ankush Dharkar wants you on tier3.college @ankushdharkar]

❤️So happy with this feedback for @RealDSA_

DSA is a beautiful engineering subject. People have just botched it for vanity metrics.

If you are interested in joining the group, check out https://t.co/eoIdLYijcr

We've just started, wait for another 6 months and see what the results are!!

Thank you so much for the feedback @amrit_xrajput, I am so so glad that the different way we approach this subject is working for you ❤️

[maahin @mahin_katariya]

@RealAnkush @thousandecibles incase you wanna focus on DSA join @RealDSA_ , highly recommend you!

[Ankush Dharkar wants you on tier3.college @ankushdharkar]

This is why @RealDSA_ trains differently in engineering, compared to rote-learning done by mindless questions.

We focus on pure concepts and problem-solving.
Not on interviews. Interviews will be a piece-of-cake side-effect of our training. Just wait and watch!

"Ab samjh aaya" were the words of someone studying DSA on and off for 3 years, but missing key concepts. I doubt they'll forget the derivation or intuition going forward.

[Ankush Dharkar wants you on tier3.college @ankushdharkar]

Hence @RealDSA_

[Rudy @rudythetechy]

Ofcourse!! Thanks to @RealDSA_ where I've started my dsa journey and it's been a great help to push me towards doing that.

[Rudy @rudythetechy]

Studying session at @RealDSA_ Discord Server !!
@Kavyashrikr & @samiitwts studying heaps and BST respectively, also working on the find year problem!
- I am studying heaps tho.

[Kavyashri @Kavyashrikr]

Stanford notes on heaps, covers core concepts of heaps, especially max heaps.
https://t.co/OINrvSPDyC

What's covered:
✓ definition of heaps(min heap, max heap)
✓ array representation of heap and notion of heap size
✓ maxheapify algorithm, it's runtime analysis
✓ buildmaxheap with correctness and runtime argument
✓ heapsort algorithm and its O(n logn) runtime
✓ priority queue operations using heap

[Ankush Dharkar wants you on tier3.college @ankushdharkar]

@RealDSA_ going 🚀

[Kavyashri @Kavyashrikr]

Completed all the official tasks @RealDSA_
Completed BFS and 1 other problem in unofficial tasks, I will now study DFS, heaps and implementation of heaps, which are probably the next official tasks.