{"product_id":"r-data-structures-and-algorithms-increase-speed-and-performance-of-your-applications-with-effi-cient-data-structures-and-algorithms-9781786465153","title":"R Data Structures and Algorithms: Increase speed and performance of your applications with effi cient data structures and algorithms","description":"\u003cp\u003e • Author(s): Pks Prakash | Achyutuni Sri Krishna Rao\u003cbr\u003e • Publisher: Packt Publishing\u003cbr\u003e • Publisher Imprint: Packt Publishing\u003cbr\u003e • BISAC: Languages - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eIncrease speed and performance of your applications with efficient data structures and algorithms\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eSee how to use data structures such as arrays, stacks, trees, lists, and graphs through real-world examples\u003c\/li\u003e\n\u003cli\u003eFind out about important and advanced data structures such as searching and sorting algorithms\u003c\/li\u003e\n\u003cli\u003eUnderstand important concepts such as big-o notation, dynamic programming, and functional data structured\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eIn this book, we cover not only classical data structures, but also functional data structures.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eWe begin by answering the fundamental question: why data structures? We then move on to cover the relationship\u003c\/p\u003e\u003cp\u003ebetween 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.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eLater 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.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eWith 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.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand the rationality behind data structures and algorithms\u003c\/li\u003e\n\u003cli\u003eUnderstand computation evaluation of a program featuring asymptotic and empirical algorithm analysis\u003c\/li\u003e\n\u003cli\u003eGet to know the fundamentals of arrays and linked-based data structures\u003c\/li\u003e\n\u003cli\u003eAnalyze types of sorting algorithms\u003c\/li\u003e\n\u003cli\u003eSearch algorithms along with hashing\u003c\/li\u003e\n\u003cli\u003eUnderstand linear and tree-based indexing\u003c\/li\u003e\n\u003cli\u003eBe able to implement a graph including topological sort, shortest path problem, and Prim's algorithm\u003c\/li\u003e\n\u003cli\u003eUnderstand dynamic programming (Knapsack) and randomized algorithms\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is for R developers who want to use data structures efficiently. Basic knowledge of R is expected.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46476017402007,"sku":"9781786465153","price":4265.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781786465153.jpg?v=1766278303","url":"https:\/\/atlanticbooks.com\/products\/r-data-structures-and-algorithms-increase-speed-and-performance-of-your-applications-with-effi-cient-data-structures-and-algorithms-9781786465153","provider":"Atlantic Books","version":"1.0","type":"link"}