R Data Structures and Algorithms by Dr. PKS Prakash, Achyutuni Sri Krishna Rao
R Data Structures and Algorithms by Dr. PKS Prakash, Achyutuni Sri Krishna Rao PDF, ePub eBook D0wnl0ad
Increase speed and performance of your applications with efficient data structures and algorithms
About This Book
- 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
Who This Book Is For
This book is for R developers who want to use data structures efficiently. Basic knowledge of R is expected.
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
In Detail
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.
Style and approach
This easy-to-read book with its fast-paced nature will improve the productivity of an R programmer and improve the performance of R applications. It is packed with real-world examples.
From reader reviews:
Katrina Roberts:
Reading a e-book can be one of a lot of activity that everyone in the world likes. Do you like reading book so. There are a lot of reasons why people enjoy it. First reading a guide will give you a lot of new details. When you read a e-book you will get new information since book is one of a number of ways to share the information or even their idea. Second, looking at a book will make you actually more imaginative. When you looking at a book especially tale fantasy book the author will bring you to definitely imagine the story how the figures do it anything. Third, you are able to share your knowledge to other people. When you read this R Data Structures and Algorithms, you can tells your family, friends in addition to soon about yours e-book. Your knowledge can inspire the mediocre, make them reading a e-book.
Ann Goddard:
Precisely why? Because this R Data Structures and Algorithms is an unordinary book that the inside of the reserve waiting for you to snap the idea but latter it will jolt you with the secret that inside. Reading this book next to it was fantastic author who have write the book in such awesome way makes the content on the inside easier to understand, entertaining way but still convey the meaning totally. So , it is good for you because of not hesitating having this any more or you going to regret it. This phenomenal book will give you a lot of positive aspects than the other book include such as help improving your talent and your critical thinking means. So , still want to hold up having that book? If I had been you I will go to the guide store hurriedly.
Warren Cruz:
Book is one of source of know-how. We can add our know-how from it. Not only for students and also native or citizen want book to know the revise information of year to help year. As we know those publications have many advantages. Beside most of us add our knowledge, also can bring us to around the world. By the book R Data Structures and Algorithms we can have more advantage. Don't you to definitely be creative people? To be creative person must want to read a book. Simply choose the best book that ideal with your aim. Don't end up being doubt to change your life with this book R Data Structures and Algorithms. You can more inviting than now.
Read R Data Structures and Algorithms by Dr. PKS Prakash, Achyutuni Sri Krishna Rao for online ebook
R Data Structures and Algorithms by Dr. PKS Prakash, Achyutuni Sri Krishna Rao Free PDF d0wnl0ad, audio books, books to read, good books to read, cheap books, good books, online books, books online, book reviews epub, read books online, books to read online, online library, greatbooks to read, PDF best books to read, top books to read R Data Structures and Algorithms by Dr. PKS Prakash, Achyutuni Sri Krishna Rao books to read online.