The Book of R PDF Download
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Author: Tilman M. Davies
Publisher: No Starch Press
ISBN: 1593276516
Category : Computers
Languages : en
Pages : 833
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Book Description
The Book of R is a comprehensive, beginner-friendly guide to R, the world’s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you’ll find everything you need to begin using R effectively for statistical analysis. You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: –The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops –Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R –How to access R’s thousands of functions, libraries, and data sets –How to draw valid and useful conclusions from your data –How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis.
Author: Tilman M. Davies
Publisher: No Starch Press
ISBN: 1593276516
Category : Computers
Languages : en
Pages : 833
Get Book Here
Book Description
The Book of R is a comprehensive, beginner-friendly guide to R, the world’s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you’ll find everything you need to begin using R effectively for statistical analysis. You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: –The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops –Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R –How to access R’s thousands of functions, libraries, and data sets –How to draw valid and useful conclusions from your data –How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis.
Author: Scott Vetter
Publisher: IBM Redbooks
ISBN: 073845124X
Category : Computers
Languages : en
Pages : 218
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Book Description
This IBM Redpaper publication is a comprehensive guide covering the IBM Power 520 server, machine type model 8203-E4A. The goal of this paper is to introduce this innovative server that includes IBM System i and IBM System p and new hardware technologies. The major hardware offerings include: - The POWER6 processor, available at frequencies of 4.2 GHz and 4.7 GHz. - Specialized POWER6 DDR2 memory that provides greater bandwidth, capacity, and reliability. - The 1 Gb or 10 Gb Integrated Virtual Ethernet adapter that brings native hardware virtualization to this server. - EnergyScale technology that provides features such as power trending, power-saving, capping of power, and thermal measurement. - PowerVM virtualization technology. - Mainframe continuous availability brought to the entry server environment. This Redpaper expands the current set of IBM Power System documentation by providing a desktop reference that offers a detailed technical description of the Power 520 system. This Redpaper does not replace the latest marketing materials and tools. It is intended as an additional source of information that, together with existing sources, can be used to enhance your knowledge of IBM server solutions.
Author: John Green
Publisher: A&C Black
ISBN: 140884818X
Category : Juvenile Fiction
Languages : en
Pages : 321
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Book Description
Quentin Jacobson has spent a lifetime loving Margo Roth Spiegelman from afar. So when she cracks open a window and climbs into his life - dressed like a ninja and summoning him for an ingenious campaign of revenge - he follows. After their all-nighter ends, Q arrives at school to discover that Margo has disappeared.
Author: Leslie Neal-Boylan
Publisher: John Wiley & Sons
ISBN: 1118277856
Category : Medical
Languages : en
Pages : 432
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Book Description
Clinical Case Studies for the Family Nurse Practitioner is a key resource for advanced practice nurses and graduate students seeking to test their skills in assessing, diagnosing, and managing cases in family and primary care. Composed of more than 70 cases ranging from common to unique, the book compiles years of experience from experts in the field. It is organized chronologically, presenting cases from neonatal to geriatric care in a standard approach built on the SOAP format. This includes differential diagnosis and a series of critical thinking questions ideal for self-assessment or classroom use.
Author: Brenda Abdoyan
Publisher: Fox Chapel Publishing
ISBN: 1607654180
Category : Art
Languages : en
Pages : 184
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Book Description
Color your world with the fabulous art of henna tattoo with this book of patterns and instructions for the body and even home decor objects! Learn how to combine the 5 basic henna shapes into a variety of exotic mendhi designs.
Author: Irene C. Fountas
Publisher: Heinemann Educational Books
ISBN:
Category : Education
Languages : en
Pages : 420
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Book Description
This reference provides a comprehensive, up-to-date levelled reading list. Created with the input of hundreds of early literacy teachers, it compiles more than 7000 caption books, natural language texts, series books, and children's literature for kindergarten through grade three.
Author:
Publisher:
ISBN: 9780835246804
Category : Education
Languages : en
Pages :
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Book Description
Author: Carol Mattson Porth
Publisher:
ISBN: 9781608312986
Category :
Languages : en
Pages : 0
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Book Description
Author: Shaunna Russell
Publisher: Walter Foster Publishing
ISBN: 1633228088
Category : Art
Languages : en
Pages : 131
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Book Description
Discover how to create vibrant, colorful watercolor paintings of a range of animals! With Colorways: Watercolor Animals, learn to paint all your favorite animals, from an elephant and a whale to a dog, cat, fish, and more. Each step-by-step demonstration shows not only how to capture the animal’s likeness, but also how to use color to create magical, otherworldly, and whimsical paintings. In these tutorials, you will also learn how to use watercolor paint to suggest texture and fur on your animal subjects. Along the way, you will find technique instruction and tips for using different types of strokes, working with various brush shapes and sizes and using washes and underpaintings. The Colorways series teaches artists of all skill levels how to employ color across a variety of media in unique and imaginary ways to create innovative and inspired artwork. Focusing less on realistic artistic representations and more on creating expressive art, this series invites you to break the standard rules of color and let your imagination and artwork soar to new heights in order to create unconventional, whimsical, and fanciful works of art. Learn the customary rules of color, and then bypass them, with the help of Colorways: Watercolor Animals, a book that encourages you to use color for interpretive means and personal expression while painting your favorite animals.
Author: James Reinders
Publisher: Apress
ISBN: 9781484255735
Category : Computers
Languages : en
Pages : 548
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Book Description
Learn how to accelerate C++ programs using data parallelism. This open access book enables C++ programmers to be at the forefront of this exciting and important new development that is helping to push computing to new levels. It is full of practical advice, detailed explanations, and code examples to illustrate key topics. Data parallelism in C++ enables access to parallel resources in a modern heterogeneous system, freeing you from being locked into any particular computing device. Now a single C++ application can use any combination of devices—including GPUs, CPUs, FPGAs and AI ASICs—that are suitable to the problems at hand. This book begins by introducing data parallelism and foundational topics for effective use of the SYCL standard from the Khronos Group and Data Parallel C++ (DPC++), the open source compiler used in this book. Later chapters cover advanced topics including error handling, hardware-specific programming, communication and synchronization, and memory model considerations. Data Parallel C++ provides you with everything needed to use SYCL for programming heterogeneous systems. What You'll Learn Accelerate C++ programs using data-parallel programming Target multiple device types (e.g. CPU, GPU, FPGA) Use SYCL and SYCL compilers Connect with computing’s heterogeneous future via Intel’s oneAPI initiative Who This Book Is For Those new data-parallel programming and computer programmers interested in data-parallel programming using C++.
