Problem Solving in Data Structures & Algorithms PDF download full Book by hemant jain

 

"Problem Solving in Data Structures & Algorithms" is a series of books about the usage of Data Structures and Algorithms in computer programming. The book is easy to follow and is written for interview preparation point of view. In various books, the examples are solved in various languages like Go, C, C++, Java, C#, Python, VB, JavaScript and PHP.

Book's Composition

This book is designed for interviews so in Chapter 0, various preparation plans are proposed. Then in chapters 1, a brief introduction of the programming language and concept of recursion is explained. A number of problems based on recursion and array are explained.

Then in the coming chapter, we will be looking into complexity analysis. Then we will be looking into Sorting & Searching techniques.

Then will look into the various data structures and their algorithms. We will be looking into a Linked List, Stack, Queue, Trees, Heap, Hash Table and Graphs.

Then we will be looking into algorithm analysis, we will be looking into Brute Force algorithms, Greedy algorithms, Divide & Conquer algorithms, Dynamic Programming, and Backtracking.

In the end, we will be looking into System Design, which will give a systematic approach for solving the design problems in an Interview.

Table of Contents

Chapter 0: How to use this book.
Chapter 1: Introduction - Programming Overview
Chapter 2: Algorithms Analysis
Chapter 3: Approach to solve algorithm design problems
Chapter 4: Abstract Data Type
Chapter 5: Searching
Chapter 6: Sorting
Chapter 7: Linked List
Chapter 8: Stack
Chapter 9: Queue
Chapter 10: Tree
Chapter 11: Priority Queue
Chapter 12: Hash-Table
Chapter 13: Graphs
Chapter 14: String Algorithms
Chapter 15: Algorithm Design Techniques
Chapter 16: Brute Force Algorithm
Chapter 17: Greedy Algorithm
Chapter 18: Divide & Conquer
Chapter 19: Dynamic Programming
Chapter 20: Backtracking
Chapter 21: Complexity Theory
Chapter 22: Interview Strategy
Chapter 23: System Design

What this book is about 

This book is about usage of data structures and algorithms in computer programming. Data structures are the ways in which data is arranged in computers memory. Algorithms are set of instructions to solve some problem by manipulating these data structures. Designing an efficient algorithm to solve a computer science problem is a skill of Computer programmer. The skill which tech companies like Google, Amazon, Microsoft, Facebook, Adobe and many others are looking for in an interview. Once we are comfortable with a programming language, the next step is to learn how to write efficient algorithms. This book assumes that you are a C language developer. You are not an expert in C language, but you are well familiar with concepts of pointers, functions, arrays and recursion. At the start of this book, we will be revising the C language fundamentals that will be used throughout this book. We will be looking into some of the problems in arrays and recursion too. Then in the coming chapter we will be looking into Complexity Analysis. Followed by the various data structures and their algorithms. Will look into a linked list, stack, queue, trees, heap, Hash-Table and graphs. We will also be looking into sorting, searching techniques. Moreover, we will be looking into analysis of various algorithm techniques, such as brute force algorithms, greedy algorithms, divide & conquer algorithms, dynamic programming, reduction & backtracking. In the end, we will be looking into system design that will give a systematic approach to solve the design problems in an Interview.

                                     

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