Increase speed and performance of your applications with efficient data structures and algorithms
Key Features:
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:
Who this book is for:
This book is for R developers who want to use data structures efficiently. Basic knowledge of R is expected.
"Sinopsis" puede pertenecer a otra edición de este libro.
Dr. PKS Prakash is PhD in Industrial and System Engineering from Wisconsin-Madison, US. He defended his second PhD in Engineering from University of Warwick, UK. He has provided data science support to numerous leading companies in healthcare, manufacturing, pharmaceutical and e-commerce domain on a wide range of business problems related to predictive and prescriptive modelling, virtual metrology, predictive maintenance, root cause analysis, process simulations, fraud detection, early warning systems and so on. Currently, he is working as Vice President and Practice Lead for Data Science at Dream11. Dream11 offers the world's largest fantasy cricket, football & kabaddi games of skill. He has published widely in research areas of operational research & management, soft computing tools and advance algorithms in manufacturing and healthcare domain in leading journals such as IEEE-Trans, EJOR, IJPR among others. He has contributed chapter in "Evolutionary Computing in Advanced Manufacturing" and edited an issue on "Intelligent Approaches to Complex Systems"4. Acknowledgements - people you'd like to thank for their help in producing this book, (friends, family, etc) - this part is written in the first person.The completion of this book have not been possible without the participation and assistance of so many people whose name may not all be enumerated. Their contribution is sincerely appreciated and gratefully acknowledge. However, we would like to express our deep appreciation and indebtedness particularly all members of PACKT team involved in the project. The book arose with an idea with early discussion with Denim Pinto (Acquisition Editor) so we want extend special thanks him as without his input this book would never have happened. Also, we want to thank Pooja Mhapsekar & Siddhi Chavan (Content Editor) & Sunith Shetty (Technical Editor) for ensuring timely publication this book. We would like to extend thanks to Vahid Mirjalili (Reviewer) whose feedbacks have helped us tremendously to improve the book.
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.
"Sobre este título" puede pertenecer a otra edición de este libro.
EUR 16,97 gastos de envío desde Estados Unidos de America a España
Destinos, gastos y plazos de envíoEUR 4,29 gastos de envío desde Reino Unido a España
Destinos, gastos y plazos de envíoLibrería: GreatBookPrices, Columbia, MD, Estados Unidos de America
Condición: good. May show signs of wear, highlighting, writing, and previous use. This item may be a former library book with typical markings. No guarantee on products that contain supplements Your satisfaction is 100% guaranteed. Twenty-five year bookseller with shipments to over fifty million happy customers. Nº de ref. del artículo: 29164582-5
Cantidad disponible: 8 disponibles
Librería: PBShop.store UK, Fairford, GLOS, Reino Unido
PAP. Condición: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Nº de ref. del artículo: L0-9781786465153
Cantidad disponible: Más de 20 disponibles
Librería: California Books, Miami, FL, Estados Unidos de America
Condición: New. Nº de ref. del artículo: I-9781786465153
Cantidad disponible: Más de 20 disponibles
Librería: PBShop.store US, Wood Dale, IL, Estados Unidos de America
PAP. Condición: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Nº de ref. del artículo: L0-9781786465153
Cantidad disponible: Más de 20 disponibles
Librería: THE SAINT BOOKSTORE, Southport, Reino Unido
Paperback / softback. Condición: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 526. Nº de ref. del artículo: C9781786465153
Cantidad disponible: Más de 20 disponibles
Librería: Chiron Media, Wallingford, Reino Unido
PF. Condición: New. Nº de ref. del artículo: 6666-IUK-9781786465153
Cantidad disponible: 10 disponibles
Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
Condición: New. Nº de ref. del artículo: 29164582-n
Cantidad disponible: Más de 20 disponibles
Librería: GreatBookPricesUK, Woodford Green, Reino Unido
Condición: New. Nº de ref. del artículo: 29164582-n
Cantidad disponible: Más de 20 disponibles
Librería: Toscana Books, AUSTIN, TX, Estados Unidos de America
Paperback. Condición: new. Excellent Condition.Excels in customer satisfaction, prompt replies, and quality checks. Nº de ref. del artículo: Scanned1786465159
Cantidad disponible: 1 disponibles
Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
Condición: As New. Unread book in perfect condition. Nº de ref. del artículo: 29164582
Cantidad disponible: Más de 20 disponibles