Absolute Beginner’s Guide to Algorithms: A Practical Introduction to Data Structures and Algorithms in JavaScript/ by Kirupa Chinnathambi

By:

Chinnathambi, Kirupa

Material type: Text

TextHoboken, NJ: Pearson, c2024Description: xv, 394 pages; illustrations; 24 cmContent type:

text

Media type:

unmediated

Carrier type:

volume

ISBN:

9780138222291

Subject(s):

LOC classification:

QA 76.9 C45 2024

Contents:

Part I: Data Structures Introduction to Data Structures Big O Notation and Complexity Analysis Arrays Linked Lists Stacks Queues Trees Binary Trees Binary Search Trees Heaps Hashtables Tries Graphs Part II: Algorithms Introduction to Recursion Fibonacci and Recursion Techniques Towers of Hanoi Search Algorithms (Linear Search) Binary Search Binary Tree Traversal Depth First Search (DFS) and Breadth First Search (BFS) Quicksort Bubblesort Insertion Sort Selection Sort Mergesort Closing Sections Conclusion Index

Summary: With the explosive growth in the amount of data and the diversity of computing applications, efficient algorithms are needed now more than ever. Programming languages come and go, but the core of programming--algorithms and data structures--remains the same. Absolute Beginner's Guide to Algorithms is the fastest way to learn algorithms and data structures. Using helpful diagrams and fully annotated code samples in Javascript, you will start with the basics and gradually go deeper and broader into all the techniques you need to organize your data. Start fast with data structures basics: arrays, stacks, queues, trees, heaps, and more. Walk through popular search, sort, and graph algorithms. Understand Big-O notation and why some algorithms are fast and why others are slow. Balance theory with practice by playing with the fully functional JavaScript implementations of all covered data structures and algorithms" Provided by publisher

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Holdings
Item type	Current library	Shelving location	Call number	Status	Date due	Barcode
Book	TUP Manila Library	General Circulation Section-GF	QA 76.9 C45 2024 (Browse shelf(Opens below))	Available		P00034474

Includes bibliographic references and index.

Part I: Data Structures
Introduction to Data Structures
Big O Notation and Complexity Analysis
Arrays
Linked Lists
Stacks
Queues
Trees
Binary Trees
Binary Search Trees
Heaps
Hashtables
Tries
Graphs
Part II: Algorithms
Introduction to Recursion
Fibonacci and Recursion Techniques
Towers of Hanoi
Search Algorithms (Linear Search)
Binary Search
Binary Tree Traversal
Depth First Search (DFS) and Breadth First Search (BFS)
Quicksort
Bubblesort
Insertion Sort
Selection Sort
Mergesort
Closing Sections
Conclusion
Index

With the explosive growth in the amount of data and the diversity of computing applications, efficient algorithms are needed now more than ever. Programming languages come and go, but the core of programming--algorithms and data structures--remains the same. Absolute Beginner's Guide to Algorithms is the fastest way to learn algorithms and data structures. Using helpful diagrams and fully annotated code samples in Javascript, you will start with the basics and gradually go deeper and broader into all the techniques you need to organize your data. Start fast with data structures basics: arrays, stacks, queues, trees, heaps, and more. Walk through popular search, sort, and graph algorithms. Understand Big-O notation and why some algorithms are fast and why others are slow. Balance theory with practice by playing with the fully functional JavaScript implementations of all covered data structures and algorithms"
Provided by publisher

Chinnathambi, K. (2024). Absolute beginner’s guide to algorithms: A practical introduction to data structures and algorithms in JavaScript. Pearson.

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