R Data Structures and Algorithms : Increase speed and performance of your applications with effi cient data structures and algorithms
Language: English
Published by Packt Publishing, 2016
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
US$ 83.48
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Add to basketItem description from seller
nach der Bestellung gedruckt Neuware - Printed after ordering - Increase speed and performance of your applications with efficient data structures and algorithmsKey Features:See how to use data structures such as arrays, stacks, trees, lists, and graphs through real-world examplesFind out about important and advanced data structures such as searching and sorting algorithmsUnderstand important concepts such as big-o notation, dynamic programming, and functional data structuredBook Description:In this book, we cover not only classical data structures, but also functional data structures.We begin by answering the fundamental question: why data structures We then move on to cover the relationshipbetween data structures and algorithms, followed by an analysis and evaluation of algorithms. We introduce the fundamentals of data structures, such as lists, stacks, queues, and dictionaries, using real-world examples. We also cover topics such as indexing, sorting, and searching in depth.Later on, you will be exposed to advanced topics such as graph data structures, dynamic programming, and randomized algorithms. You will come to appreciate the intricacies of high performance and scalable programming using R. We also cover special R data structures such as vectors, data frames, and atomic vectors.With this easy-to-read book, you will be able to understand the power of linked lists, double linked lists, and circular linked lists. We will also explore the application of binary search and will go in depth into sorting algorithms such as bubble sort, selection sort, insertion sort, and merge sort.What You Will Learn:Understand the rationality behind data structures and algorithmsUnderstand computation evaluation of a program featuring asymptotic and empirical algorithm analysisGet to know the fundamentals of arrays and linked-based data structuresAnalyze types of sorting algorithmsSearch algorithms along with hashingUnderstand linear and tree-based indexingBe able to implement a graph including topological sort, shortest path problem, and Prim's algorithmUnderstand dynamic programming (Knapsack) and randomized algorithmsWho this book is for:This book is for R developers who want to use data structures efficiently. Basic knowledge of R is expected.…
Seller Inventory # 9781786465153
- Title
- R Data Structures and Algorithms : Increase speed and performance of your applications with effi cient data structures and algorithms
- Author
- Pks Prakash
- Publisher
- Packt Publishing
- Publication year
- 2016
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 1786465159
- ISBN 13
- 9781786465153
- Item weight
- 521 grams
- Dimensions
- 235x191x16 mm
Key Features
- See how to use data structures such as arrays, stacks, trees, lists, and graphs through real-world examples
- Find out about important and advanced data structures such as searching and sorting algorithms
- Understand important concepts such as big-o notation, dynamic programming, and functional data structured
Book Description
In this book, we cover not only classical data structures, but also functional data structures.
We begin by answering the fundamental question: why data structures? We then move on to cover the relationship between data structures and algorithms, followed by an analysis and evaluation of algorithms. We introduce the fundamentals of data structures, such as lists, stacks, queues, and dictionaries, using real-world examples. We also cover topics such as indexing, sorting, and searching in depth.
Later on, you will be exposed to advanced topics such as graph data structures, dynamic programming, and randomized algorithms. You will come to appreciate the intricacies of high performance and scalable programming using R. We also cover special R data structures such as vectors, data frames, and atomic vectors.
With this easy-to-read book, you will be able to understand the power of linked lists, double linked lists, and circular linked lists. We will also explore the application of binary search and will go in depth into sorting algorithms such as bubble sort, selection sort, insertion sort, and merge sort.
What you will learn
- Understand the rationality behind data structures and algorithms
- Understand computation evaluation of a program featuring asymptotic and empirical algorithm analysis
- Get to know the fundamentals of arrays and linked-based data structures
- Analyze types of sorting algorithms
- Search algorithms along with hashing
- Understand linear and tree-based indexing
- Be able to implement a graph including topological sort, shortest path problem, and prim's algorithm
- Understand dynamic programming (Knapsack) and randomized algorithms
"Synopsis" may belong to another edition of this title.
About the Author
Achyutuni Sri Krishna Rao has an MS in enterprise business analytics (data science) from National University of Singapore. He has worked on a wide range of data science problems in the domain of manufacturing, healthcare and pharmaceuticals. He is an R enthusiast and loves to contribute to the open source community. His passions include freelancing, technical blogs (http://rcodeeasy.blogspot.com) and marathon runs. Currently he works as a data science consultant at a leading consulting firm.
"About the title" may belong to another edition of this title.
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