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Jain - Problem Solving in Data Structures & Algorithms Using Java

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Problem Solving in Data Structures& Algorithms Using Java Second Edition By Hemant Jain


ProblemsSolving in Data Structures & Algorithms Using Java Hemant Jain Copyright Hemant Jain 2018. All Right Reserved. Hemant Jain asserts the moral right to be identified as theauthor of this work. All rights reserved. No part of this publication may bereproduced, stored in or introduced into a retrieval system, or transmitted, inany form, or by any means (electrical, mechanical, photocopying, recording orotherwise) without the prior written permission of the author, except in thecase of very brief quotations embodied in critical reviews and certain othernon-commercial uses permitted by copyright law.

ACKNOWLEDGEMENT The author is very gratefulto GOD ALMIGHTY for his grace and blessing.

ACKNOWLEDGEMENT The author is very gratefulto GOD ALMIGHTY for his grace and blessing.

My deepest gratitude to my elderbrother Dr. Sumant Jain for his help and support. This book would not have beenpossible without the support and encouragement he provided. I would like to expressprofound gratitude to my friends Naveen Kaushik, Love Singhal, Anand Rajashekaranand Harvinder Bholowasia for their invaluable encouragement, supervision anduseful suggestion throughout this book writing work. Their support andcontinuous guidance enable me to complete my work successfully. Hemant Jain

Table of Contents
Chapter 0: How to Use this Book
What this book is about
This book introduces you to the world of data structures andalgorithms.

Data structures defines the way in which data is arranged in memoryfor fast and efficient access while algorithms are a set of instruction tosolve problems by manipulating these data structures. Designing an efficient algorithm is a very important skillthat all software companies, e.g. Microsoft, Google, Facebook etc. pursues.Most of the interviews for these companies are focused on knowledge of data-structuresand algorithms. They look for how candidates use concepts of data structuresand algorithms to solve complex problems efficiently. Apart from knowing, aprogramming language you also need to have good command of these key computerfundamentals to not only qualify the interview but also excel in you jobs as asoftware engineer.

This book assumes that you are a Java language developer.You are not an expert in Java language, but you are well familiar with conceptsof classes, functions, arrays, pointers and recursion. At the start of thisbook, we will be looking into Complexity Analysis followed by the various datastructures and their algorithms. We will be looking into a Linked-List, Stack,Queue, Trees, Heap, Hash-Table and Graphs. We will also be looking intoSorting, Searching techniques. In last few chapters, we will be looking into various algorithmictechniques.

Preparation Plans
Generally, you have fewmonths time before appearing for a next interview, so it is important to havea solid preparation plan.
Preparation Plans
Generally, you have fewmonths time before appearing for a next interview, so it is important to havea solid preparation plan.

The preparation plan depends upon the preparationduration and companies that you are planning to target. Below are thethree-preparation plan for 1 Month, 3 Month and 5 Month durations.

1 MonthPreparation Plans
This preparation plan is for someone who is well familiarwith the concepts of data structures and algorithms and just want to revisitthese concepts and appear for an interview in a month. Below are the list oftopics that we need to study and approximate time to finish them to completepreparation in a month. These are the most important chapters that must beprepared before appearing for an interview.
TimeChaptersExplanation
Week 1Chapter 1: Algorithms Analysis Chapter 2: Approach To Solve Algorithm Design Problems Chapter 3: Abstract Data TypeYou will get a basic understanding of how to find complexity of a solution.

You will come to know how to handle new problems. You will read about a variety of datatypes and their uses.

Week 2Chapter 4: Sorting Chapter 5: Searching Chapter 13: String AlgorithmsSearching, Sorting and String algorithm consists of a major portion of the interviews.
Week 3Chapter 6: Linked List Chapter 7: Stack Chapter 8: QueueLinked list, Stack and Queue are some of the favorites in an interview.
Week 4Chapter 9: TreeIn this portion, you will read about Trees. Now you are well versed to go for interviews.

Best of luck.

3 MonthPreparation Plan
This plan should be used when you have at least threemonths time to prepare for an interview. This preparation plan includes nearlyeverything in this book except algorithm techniques like dynamic programming,divide & conquer etc. Which are asked by specific companies like Google,Facebook, etc. Therefore, until you are planning to face interview with thesecompanies you can withhold these chapters for some time and should focus on therest of the chapters.
TimeChaptersExplanation
Week 1Chapter 1: Algorithms Analysis Chapter 2: Approach To Solve Algorithm Design Problems Chapter 3: Abstract Data TypeYou will get a basic understanding of how to find complexity of a solution.

You will know how to handle new problems. You will read about a variety of datatypes and their uses.

Week 2 Week 3Chapter 4: Sorting Chapter 5: Searching Chapter 13: String AlgorithmsSearching, sorting and string algorithm consists of a major portion of the interviews.
Week 4 Week 5Chapter 6: Linked List Chapter 7: Stack Chapter 8: QueueLinked list, Stack and Queue are some of the favorites in an interview.
Week 6 Week 7Chapter 9: Tree Chapter 10: Priority Queue / HeapIn this portion, you will read about trees and heap data structures.
Week 8 Week 9Chapter 11: Hash-Table Chapter 12: GraphsHash-Table is used throughout this book in various places, but now it is time to understand how Hash-Table is actually implemented.

Graphs are used to propose a solution many real life problems.

Week 10 Week 11 Week 12Revision of the chapters listed above.At this time, you need to revise all the chapters that we have gone through in this book. Whatever remains needs to be completed and the exercise that remain unsolved need to be solved at this time
5 Month Preparation Plan
This plan should be used when we have at least 5 months oftime. In this plan, we are going to study the whole book. In addition to this,we need to practice more and more from www.topcoder.com and other resources.

Ifyou are targeting for google, Facebook, etc., Then it is highly recommended tojoin topcoder and make practice as much as possible.

TimeChaptersExplanation
Week 1 Week 2Chapter 1: Algorithms Analysis Chapter 2: Approach To Solve Algorithm Design Problems Chapter 3: Abstract Data TypeYou will get a basic understanding of how to find complexity of a solution. You will know how to handle unseen problems. You will read about a variety of datatypes and their uses.
Week 3 Week 4 Week 5Chapter 4: Sorting Chapter 5: Searching Chapter 13: String AlgorithmsSearching, sorting and string algorithm consists of a major portion of the interviews.
Week 9 Week 10Chapter 9: Tree Chapter 10: Heap
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