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DSA Article

Practical guides on AI, DSA, full stack, cloud, and career growth.

Showing 55 articles

DSA / 12 min read

Stop Searching Word by Word. Understand the Trie Data Structure

A beginner-friendly guide to how prefix trees store words, share characters, and make searching easier.

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DSA / 14 min read

You Don’t Need to Memorize Heap Code. Understand These 5 Ideas Instead.

A beginner-friendly guide to heaps, priority queues, heapify, and the O(log n) idea behind them

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DSA / 15 min read

Trees in DSA: The Beginner’s Guide I Wish I Had

Understand trees from scratch — nodes, traversals, recursion, Binary Search Trees, Tries, and the problem-solving patterns that make everything click.

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DSA / 13 min read

6 Sorting Algorithms Every Developer Learns — But Only 3 Really Stick

Bubble Sort, Selection Sort, Insertion Sort, Merge Sort, Quick Sort, and Heap Sort — what I actually remember after learning all of them.

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DSA / 11 min read

Binary Search for Beginners: The One Idea You Actually Need to Understand

Binary Search is one of those algorithms that looks very easy when someone explains it.

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DSA / 11 min read

7 Queue Patterns That Show Up in Every FAANG Interview (And How to Actually Learn Them)

Most people learn queues for five minutes, call it “easy,” and then freeze the moment an interviewer says “now do it without a second array.”

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DSA / 14 min read

7 Stack Patterns That Show Up in Almost Every FAANG Interview (With Code)

I ignored stack questions for two years of my career. Then I bombed an interview because of exactly that, and had to relearn everything the hard way.

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DSA / 7 min read

The Sliding Window Roadmap Nobody Gave You

Every pattern, every trick, and the exact problems to practice — in the order that actually makes it click.

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DSA / 10 min read

There Are Only 4 Types of Two Pointer Problems — Here’s Every One of Them

I failed interviews thinking every sliding window question was a new puzzle. It wasn’t. It was always one of these four.

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DSA / 8 min read

Big O Notation Simplified: Understanding Time and Space Complexity Once and For All

My code ran perfectly on my laptop. Then we got 2 million users — here’s what broke, and the CS concept nobody explains properly until your server catches fire in production

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Blog | Tech by Neha Gupta