Absolute Beginner’s Guide to Algorithms: A Practical Introduction to Data Structures and Algorithms in JavaScript (for True Epub) 1st Edition Kirupa Chinnathambi

Absolute Beginner’s Guide to Algorithms: A Practical Introduction to Data Structures and Algorithms in JavaScript (for True Epub) 1st Edition Kirupa Chinnathambi – Ebook PDF Instant Download/DeliveryISBN(s):9780138222505, 0138222509

Product details:

• ISBN 10: 0138222509
• ISBN 13: 9780138222505
• Author: Kirupa Chinnathambi

A hands-on, easy-to-comprehend guide that is perfect for anyone who needs to understand algorithms.   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

Table of contents:

1. Introduction to Data Structures

2. Big-O Notation and Complexity Analysis

3. Arrays

4. Linked Lists

5. Stacks

6. Queues

7. Trees

8. Binary Trees

9. Binary Search Trees

10. Heaps

11. Hashtable (aka Hashmap or Dictionary)

12. Trie (aka Prefix Tree)

13. Graphs

14. Introduction to Recursion

15. Fibonacci and Going Beyond Recursion

16. Towers of Hanoi

17. Search Algorithms and Linear Search

18. Faster Searching with Binary Search

19. Binary Tree Traversal

20. Depth-First Search (DFS) and Breadth-First Search (BFS)

21. Quicksort

22. Bubblesort

23. Insertion Sort

24. Selection Sort

25. Mergesort

26. Conclusion

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