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CS50x 2025 - Lecture 5 - Data Structures

13chapters with key takeaways — read first, then watch
1

Introduction to Data Structures, Queues & Stacks

1:15-14:5013m 35sIntro
2

Array Limitations & Dynamic Allocation in C

14:50-32:0517m 15sSetup
3

Linked Lists: Flexible Data Storage with Pointers

32:05-40:218m 16sSetup
4

Building Linked Lists by Prepending & Avoiding Leaks

40:21-52:5512m 34sImplementation
5

Linked List Traversal and Big O Performance

52:55-1:00:598m 4sImplementation
6

Appending to Linked Lists & Proper Memory Freeing

1:00:59-1:15:0314m 4sImplementation
7

Complexities of Sorted Linked List Insertion

1:15:03-1:20:075m 4sImplementation
8

Data Structure Trade-offs & Intro to Trees

1:20:07-1:23:243m 17sBest Practice
9

Binary Search Trees: Structure, Search, and Balance

1:23:24-1:34:3411m 10sImplementation
10

Dictionaries & Hashing: Mapping Keys to Values

1:34:34-1:40:025m 28sSetup
11

Hash Tables: Array of Linked Lists & Performance

1:40:02-1:54:0013m 58sImplementation
12

Tries: Tree of Arrays for True Constant Time Access

1:54:00-2:01:027m 2sImplementation
13

Conclusion: Data Structure Trade-offs & Real-World Use

2:01:02-2:03:092m 7sConclusion

Video Details & AI Summary

Published Oct 8, 2024
Analyzed Jan 16, 2026

AI Analysis Summary

This CS50x lecture provides a comprehensive overview of fundamental data structures in C, starting with the limitations of arrays and introducing dynamic memory allocation with `malloc` and `realloc`. It delves into abstract data types like queues (FIFO) and stacks (LIFO), then explores linked lists, binary search trees, hash tables, and tries, detailing their implementation, performance (Big O notation), and inherent time-space trade-offs. The lecture concludes by demonstrating how these abstract concepts manifest in real-world applications, emphasizing the critical role of choosing the right data structure for specific problems.

Title Accuracy Score
10/10Excellent
1.3m processing
Model:gemini-2.5-flash