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Data Structures for Coding Interviews

The ultimate guide to coding interviews. Developed by FAANG engineers, this course offers a structured approach to interview prep with proven strategies and real-world questions from top companies.

162 Lessons
30h
Updated today
Join 3 million developers at
Join 3 million developers at
LEARNING OBJECTIVES
  • Analyze algorithm efficiency using Big-O notation and other metrics relevant to coding interviews.
  • Implement and manipulate arrays, linked lists, stacks, queues, and heaps in Python for interview scenarios.
  • Apply common patterns for solving problems with arrays, linked lists, stacks, queues, and heaps.
  • Design and traverse tree structures, including binary trees and tree traversals, using Python.
  • Utilize graph algorithms and techniques to solve complex interview problems involving graphs.
  • Implement and apply hashing techniques and trie structures for efficient data retrieval in interview contexts.
KEY OUTCOMES
Ace Coding Interviews

Confidently tackle coding interviews by applying data structures and algorithms to solve real-world problems under pressure.

Optimize Algorithm Performance

Evaluate and improve algorithm efficiency using Big-O analysis in coding interviews and practical applications.

Implement Data Structure Solutions

Build and manipulate essential data structures in Python, showcasing your coding skills in technical interviews.

Solve Complex Graph Problems

Apply graph techniques to tackle challenging interview questions, proving your problem-solving capabilities.

Why choose this course?

Master the Art of Data Structures

In today's tech landscape, failing to grasp data structures can hinder your career. Without this knowledge, you risk being outpaced by peers and missing out on job opportunities.

Don't Let Complexity Hold You Back

Many developers struggle with data structures, leading to poor interview performance. Without a solid understanding, you may falter in high-stakes situations, jeopardizing your chances of landing your dream job.

Practical Learning for Real-World Success

This course offers hands-on challenges and solutions, focusing on practical applications of data structures in coding interviews. You'll learn to tackle common problems with confidence, using proven techniques and strategies.

Elevate Your Interview Game Today

Join countless successful candidates who have transformed their interview skills through this course. Equip yourself with the knowledge to excel and stand out in competitive job markets.

Learning Roadmap

162 Lessons10 Quizzes65 Challenges

2.

Algorithm Analysis for Interviews

Algorithm Analysis for Interviews

Master algorithm analysis, focusing on time and space complexity for coding interviews.

3.

Arrays

Arrays

25 Lessons

25 Lessons

Master essential array techniques and problem-solving strategies for coding interviews.

4.

Linked Lists

Linked Lists

26 Lessons

26 Lessons

Master linked list operations, challenges, and solutions for coding interviews.

5.

Stacks

Stacks

17 Lessons

17 Lessons

Master stack data structures, patterns, and challenges for coding interviews.

6.

Queues

Queues

9 Lessons

9 Lessons

Master queue operations, patterns, and challenges to excel in coding interviews.

7.

Heaps & Priority Queues

Heaps & Priority Queues

9 Lessons

9 Lessons

Master heap data structures for efficient element access and problem-solving techniques.

8.

Hashing

Hashing

27 Lessons

27 Lessons

Master efficient hashing techniques and solve various coding challenges effectively.

9.

Introduction to Trees

Introduction to Trees

13 Lessons

13 Lessons

Master tree concepts, traversals, and key algorithms for binary search trees.

10.

Introduction to Graphs

Introduction to Graphs

21 Lessons

21 Lessons

Explore essential graph algorithms and techniques for effective coding interview preparation.

11.

Trie

Trie

10 Lessons

10 Lessons

Explore trie data structures for efficient prefix management and word retrieval techniques.

12.

Interview Readiness and Strategy

Interview Readiness and Strategy

2 Lessons

2 Lessons

Master effective coding interview strategies and essential data structure techniques.
Certificate of Completion
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Fahim Ul HaqData Structures for CodingInterviewsFounder & CEO
Developed by MAANG Engineers
Every Educative lesson is designed by a team of ex-MAANG software engineers and PhD computer science educators, and developed in consultation with developers and data scientists working at Meta, Google, and more. Our mission is to get you hands-on with the necessary skills to stay ahead in a constantly changing industry. No video, no fluff. Just interactive, project-based learning with personalized feedback that adapts to your goals and experience.
ABOUT THIS COURSE
Data structures remain a common signal of engineering ability in technical interviews. Even as AI tools handle more routine coding tasks, many companies still use data structure problems to evaluate how candidates reason about performance, scalability, memory usage, and trade-offs in constrained interview settings. Interviewers often look for whether candidates can choose an appropriate structure for the problem, explain the trade-offs, and justify the choice. In this course, I’ll help you build an interview-ready approach to analyzing constraints, choosing data structures, and explaining trade-offs. I built this course from years of experience researching intelligent computing systems, adaptive AI, and computer science education. Across both teaching and technical training, I repeatedly saw the same challenge: many developers understand individual data structures, but struggle to recognize the deeper patterns that technical interviews are actually testing. Interviews reward structured reasoning, optimization, and communication under ambiguity. This course was designed to bridge that gap. Data Structures for Coding Interviews in Python covers all the major data structures that consistently appear in interviews, including arrays, linked lists, stacks, queues, trees, heaps, graphs, and hash-based structures. Alongside the fundamentals, you’ll learn the common interview patterns behind real coding problems and work through challenge exercises designed to reflect the open-ended nature of modern technical interviews. Thousands of developers use Educative to prepare for technical interviews at leading companies. If you want a structured, interview-focused approach to mastering data structures, this course is the place to start.

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@_webarchitect_

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Evan Dunbar

ML Engineer

You guys are the gold standard of crash-courses... Narrow enough that it doesn't need years of study or a full blown book to get the gist, but broad enough that an afternoon of Googling doesn't cut it.

S

Software Developer

Carlos Matias La Borde

I spend my days and nights on Educative. It is indispensable. It is such a unique and reader-friendly site

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Souvik Kundu

Front-end Developer

Your courses are simply awesome, the depth they go into and the breadth of coverage is so good that I don't have to refer to 10 different websites looking for interview topics and content.

V

Vinay Krishnaiah

Software Developer

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