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    R Data Structures and Algorithms. Increase speed and performance of your applications with effi cient data structures and algorithms PKS Prakash, Achyutuni Sri Krishna Rao

    (ebook) (audiobook) (audiobook) Książka w języku 1
    R Data Structures and Algorithms. Increase speed and performance of your applications with effi cient data structures and algorithms PKS Prakash, Achyutuni Sri Krishna Rao - okladka książki

    R Data Structures and Algorithms. Increase speed and performance of your applications with effi cient data structures and algorithms PKS Prakash, Achyutuni Sri Krishna Rao - okladka książki

    R Data Structures and Algorithms. Increase speed and performance of your applications with effi cient data structures and algorithms PKS Prakash, Achyutuni Sri Krishna Rao - audiobook MP3

    R Data Structures and Algorithms. Increase speed and performance of your applications with effi cient data structures and algorithms PKS Prakash, Achyutuni Sri Krishna Rao - audiobook CD

    Autorzy:
    PKS Prakash, Achyutuni Sri Krishna Rao
    Wydawnictwo:
    Packt Publishing (Z chęcią przeczytam książkę w języku polskim)
    Ocena:
    Bądź pierwszym, który oceni tę książkę
    Stron:
    276
    Dostępne formaty:
         PDF
         ePub
         Mobi
    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.

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    O autorach książki

    Dr. PKS Prakash is a data scientist and author. He has spent the last 12 years in developing many data science solutions in several practical areas in healthcare, manufacturing, pharmaceuticals, and e-commerce. He currently works as the data science manager at ZS Associates. He is the co-founder of Warwick Analytics, a spin-off from University of Warwick, UK. Prakash has published articles widely in research areas of operational research and management, soft computing tools, and advanced algorithms in leading journals such as IEEE-Trans, EJOR, and IJPR, among others. He has edited an article on Intelligent Approaches to Complex Systems and contributed to books such as Evolutionary Computing in Advanced Manufacturing published by WILEY and Algorithms and Data Structures using R and R Deep Learning Cookbook, published by PACKT.
    Achyutuni Sri Krishna Rao is a Data Scientist, a Civil Engineer and an Author. He has spent last 4 years in developing many data science solutions to solve problems from leading companies in healthcare, pharmaceutical and manufacturing domain. He is working as Data Science Consultant at ZS Associates. Sri Krishnas background involves a masters in Enterprise Business Analytics and Machine Learning from National University of Singapore, Singapore. His other educational background involves a Bachelors from National Institute of Technology Warangal, India. Sri Krishna has published widely in research areas of civil engineering. He has contributed in a book titled Algorithms and Data Structures using R published by PACKT.

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