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Introduction to Algorithms

10 chapters and 58 canonical sections synced from the Cuantum content database.

Author
Cuantum Tech.
Chapters
10
Reading time
~ 8h
Level
Professional
Language
English
Edition
2025
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Chapters & sections

10 chapters - 58 sections

Chapter 1: Introduction to Algorithms

0/5
1.1 What is an Algorithm?18m1.2 Importance of Algorithms in Computer Science10m1.3 Fundamentals of Computational Thinking10m1.4 Practice Problems6m1.5 Chapter Summary3m

Chapter 2: Pseudocode and Flowcharts

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2.1 Understanding Pseudocode11m2.2 Understanding Flowcharts15m2.3 Translating Real-World Problems into Pseudocode12m2.4 Practice Problems3mChapter 2 Summary3m

Chapter 3: Algorithm Efficiency

0/5
3.1 Understanding Time Complexity11m3.2 Understanding Space Complexity8m3.3 Introduction to Big O Notation12m3.4 Practice Problems5mChapter 3 Summary3m

Chapter 4: Basic Algorithm Types

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4.1 Divide and Conquer Algorithms14m4.2 Greedy Algorithms11m4.3 Dynamic Programming Algorithms6m4.4 Recursive Algorithms5m4.5 Practice Problems4mChapter 4: Basic Algorithm Types - Summary3m

Chapter 5: Search Algorithms

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5.1 Linear Search12m5.2: Binary Search6m5.3 Hashing and Hash Tables13m5.4 Practice Problems3mChapter 5 Summary3m

Chapter 6: Sort Algorithms

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6.1 Bubble Sort10m6.2 Selection Sort5m6.3 Insertion Sort5m6.4 Quick Sort13m6.5 Merge Sort13m6.6 Heap Sort10m6.7 Practice Problems5mChapter 6 Summary3m

Chapter 7: Graph Algorithms

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7.1 Introduction to Graph Theory7m7.2 Depth-First Search8m7.3 Breadth-First Search10m7.4 Dijkstra's Algorithm11m7.5 A* Search12m7.6 Practice Problems3mChapter 7 Summary3m

Chapter 8: Data Structures Used in Algorithms

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8.1 Arrays11m8.2 Linked Lists7m8.3 Stacks and Queues10m8.4 Trees and Graphs15m8.5 Practice Problems3mChapter 8 Summary3m

Chapter 9: Algorithm Design Techniques

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9.1 Recursion10m9.2 Iterative Approaches7m9.3 Backtracking6m9.4 Branch and Bound14m9.5 Practical Problems4mChapter 9 Summary3m

Chapter 10: Real World Applications of Algorithms

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10.1 Algorithms in Databases9m10.2 Algorithms in Artificial Intelligence21m10.3 Algorithms in Network Routing7m10.4 Practice Problems5mChapter 10 Summary3m