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R Data Structures and Algorithms : Increase Speed and Performance of Your Applications with Effi Cient Data Structures and Algorithms

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Title: R Data Structures and Algorithms : Increase Speed and Performance of Your Applications with Effi Cient Data Structures and Algorithms
Description: 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 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 structuredBook DescriptionIn 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 algorithmsWho this book is forThis book is for R developers who want to use data structures efficiently. Basic knowledge of R is expected.
Authors: PKS Prakash, Achyutuni Sri Krishna Rao
Resource Type: eBook.
Subjects: Data structures (Computer science), R (Computer program language)
Categories: COMPUTERS / Languages / General, COMPUTERS / Software Development & Engineering / General, COMPUTERS / Programming / Algorithms
Database: eBook Collection (EBSCOhost)
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  Data: R Data Structures and Algorithms : Increase Speed and Performance of Your Applications with Effi Cient Data Structures and Algorithms
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  Data: 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 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 structuredBook DescriptionIn 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 algorithmsWho this book is forThis book is for R developers who want to use data structures efficiently. Basic knowledge of R is expected.
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RecordInfo BibRecord:
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      – Code: 005.133
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Data structures (Computer science)
        Type: general
      – SubjectFull: R (Computer program language)
        Type: general
    Titles:
      – TitleFull: R Data Structures and Algorithms : Increase Speed and Performance of Your Applications with Effi Cient Data Structures and Algorithms
        Type: main
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            NameFull: PKS Prakash
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            NameFull: Achyutuni Sri Krishna Rao
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            NameFull: PKS Prakash
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            NameFull: Achyutuni Sri Krishna Rao
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2016
            – D: 12
              M: 01
              Type: profile
              Y: 2017
          Identifiers:
            – Type: isbn-print
              Value: 9781786465153
            – Type: isbn-electronic
              Value: 9781786464163
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            – TitleFull: R Data Structures and Algorithms : Increase Speed and Performance of Your Applications with Effi Cient Data Structures and Algorithms
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