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50 Algorithms Every Programmer Should Know - Second Edition

You're reading from  50 Algorithms Every Programmer Should Know - Second Edition

Product type Book
Published in Sep 2023
Publisher Packt
ISBN-13 9781803247762
Pages 538 pages
Edition 2nd Edition
Languages
Author (1):
Imran Ahmad Imran Ahmad
Profile icon Imran Ahmad

Table of Contents (22) Chapters

Preface 1. Section 1: Fundamentals and Core Algorithms
2. Overview of Algorithms 3. Data Structures Used in Algorithms 4. Sorting and Searching Algorithms 5. Designing Algorithms 6. Graph Algorithms 7. Section 2: Machine Learning Algorithms
8. Unsupervised Machine Learning Algorithms 9. Traditional Supervised Learning Algorithms 10. Neural Network Algorithms 11. Algorithms for Natural Language Processing 12. Understanding Sequential Models 13. Advanced Sequential Modeling Algorithms 14. Section 3: Advanced Topics
15. Recommendation Engines 16. Algorithmic Strategies for Data Handling 17. Cryptography 18. Large-Scale Algorithms 19. Practical Considerations 20. Other Books You May Enjoy
21. Index

Introduction to searching algorithms

At the heart of many computational tasks lies a fundamental need: locating specific data within complex structures. On the surface, the most straightforward approach might be to scan every single data point until you find your target. But, as we can imagine, this method loses its sheen as the volume of data swells.

Why is searching so critical? Whether it’s a user querying a database, a system accessing files, or an application fetching specific data, efficient searching determines the speed and responsiveness of these operations. Without adept searching techniques, systems can become sluggish, especially with burgeoning datasets.

As the need for fast data retrieval rises, the role of sophisticated search algorithms becomes undeniable. They provide the agility and efficiency needed to wade through vast amounts of data, ensuring that systems remain nimble and users are satisfied. Thus, search algorithms act as the navigators of the...

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