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Data Structures and Algorithms in Ruby


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Description:

This book is about the usage of Data Structures and Algorithms in computer programming.
GitHub Link: https://github.com/Hemant-Jain-Author/
We will be studying complexity analysis. Then will look into the various data structures and their algorithms. We will be studying Linked-List, Stack, Queue, Trees, Heap, Hash Table and Graphs. We will be studying Sorting & Searching techniques.
Then we will be looking into algorithm analysis, we will be looking into Brute Force algorithms, Greedy algorithms, Divide & Conquer algorithms, Dynamic Programming, Reduction, and Backtracking.
TABLE OF CONTENTS
CHAPTER 0: HOW TO USE THIS BOOK
CHAPTER 1: ALGORITHMS ANALYSIS
CHAPTER 2: APPROACH TO SOLVE ALGORITHM DESIGN PROBLEMS
CHAPTER 3: ABSTRACT DATA TYPE & RUBY COLLECTIONS
CHAPTER 4: SEARCHING
CHAPTER 5: SORTING
CHAPTER 6: LINKED LIST
CHAPTER 7: STACK
CHAPTER 8: QUEUE
CHAPTER 9: TREE
CHAPTER 10: PRIORITY QUEUE
CHAPTER 11: HASH-TABLE
CHAPTER 12: GRAPHS
CHAPTER 13: STRING ALGORITHMS
CHAPTER 14: ALGORITHM DESIGN TECHNIQUES
CHAPTER 15: BRUTE FORCE ALGORITHM
CHAPTER 16: GREEDY ALGORITHM
CHAPTER 17: DIVIDE-AND-CONQUER, DECREASE-AND-CONQUER
CHAPTER 18: DYNAMIC PROGRAMMING
CHAPTER 19: BACKTRACKING
CHAPTER 20: COMPLEXITY THEORY AND NP COMPLETENESS

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