Shuffle An Array (Fisher-Yates Algorithm) - Coding Interview Problem

Description:
Learn how to shuffle an array correctly using the Fisher-Yates (Knuth) Shuffle algorithm! ????

In this video, we break down the "Shuffle an Array" problem, a common coding interview question found on LeetCode and other platforms. We explore why the naive approach of picking random elements and removing them is inefficient (O(N²)) and how the Fisher-Yates algorithm optimizes this to linear time O(N) with O(1) space.

We'll cover:
✅ The Problem Statement: Generating a random permutation.
✅ The Naive Solution: Why you should avoid it.
✅ The Fisher-Yates Shuffle: Step-by-step visualization.
✅ Complexity Analysis: Time and Space.
✅ Mathematical Proof: Why it's a uniform distribution.
✅ Common Pitfalls: Implementation mistakes to watch out for.

Whether you are preparing for technical interviews or just want to understand random generation better, this guide has you covered. Happy Coding! ????

#coding #algorithms #leetcode #programming #fisheryates #shuffle #javascript #python #interviewprep #computerscience

Chapters:
00:00 - Shuffle An Array - Title Slide
00:15 - The Problem Statement
00:39 - Naive Approach
00:57 - Why Not Use Naive?
01:21 - Fisher-Yates Shuffle
01:40 - How It Works - Partitioning
02:02 - Step-by-Step Visualization
02:25 - The Algorithm Code
02:45 - Complexity Analysis
03:03 - Proof of Correctness
03:30 - Common Pitfalls
03:53 - Summary
04:12 - Outro

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