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ALGORITHMS & DATA STRUCTURES

AI-First Algorithms &
Data Structures

A Visual, Computational, and AI-Augmented Approach

Author:Sebnem Onsay
Published by:AI First Engineering LLC
Current Version:0.1 — In Development
Last Updated:September 2026
Copyright:© 2026 AI First Engineering LLC
VIRTUAL ENGINEERING LABORATORY (VEL)

Algorithms & Data Structures Visualizers

Bring algorithms to life with interactive visualization and step-by-step execution.

Recursion Visualizer

Explore recursive calls, call stacks, recursion trees, searches, and recurrence behavior.

Sorting Visualizer

Explore Selection, Bubble, Insertion, Merge, Quick, and Radix Sort with animation, execution traces, and runtime analysis.

Stack & Queue Visualizer

Explore stack and queue operations with interactive visualization, step-by-step execution, and data structure behavior.

Hash Tables Visualizer

Explore hashing, separate chaining, linear and quadratic probing, and double hashing with collisions, tombstones, load factor, and rehashing.

OPEN ALGORITHM & DATA STRUCTURE VISUALIZER →

Book Chapters

Chapter 1

Coming Soon

Chapter 2

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