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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.
In November 2008, John Hattie’s ground-breaking book Visible Learning synthesised the results of more than fifteen years research involving millions of students and represented the biggest ever collection of evidence-based research into what actually works in schools to improve learning. Visible Learning for Teachers takes the next step and brings those ground breaking concepts to a completely new audience. Written for students, pre-service and in-service teachers, it explains how to apply the principles of Visible Learning to any classroom anywhere in the world. The author offers concise and user-friendly summaries of the most successful interventions and offers practical step-by-step guidance to the successful implementation of visible learning and visible teaching in the classroom. This book: links the biggest ever research project on teaching strategies to practical classroom implementation champions both teacher and student perspectives and contains step by step guidance including lesson preparation, interpreting learning and feedback during the lesson and post lesson follow up offers checklists, exercises, case studies and best practice scenarios to assist in raising achievement includes whole school checklists and advice for school leaders on facilitating visible learning in their institution now includes additional meta-analyses bringing the total cited within the research to over 900 comprehensively covers numerous areas of learning activity including pupil motivation, curriculum, meta-cognitive strategies, behaviour, teaching strategies, and classroom management Visible Learning for Teachers is a must read for any student or teacher who wants an evidence based answer to the question; ‘how do we maximise achievement in our schools?’
[This] is a resource book [for] you ... to keep it handy for those times when you are not clear about a science topic and need a place to look up definitions, procedures, explanations, and diagrams.-How this book is organized. [This book] addresses key science topics including: scientific investigation; working in the lab; life science; earth science; physical science; natural resources and the environment; science, technology, and society. An ideal resource in science class, during lab time, and at home, [This book] also includes a handy almanac with tables, charts and graphs, test-taking and researching skills, science timelines and glossaries, and more.-Back cover.
How many self-help books are written by authors whose biggest success is selling self-help books? Three Simple Steps is different. Despite stock market crashes, dot-com busts, and the specter of recession, the author started a virtual company from home, using a few thousand dollars of his savings. A few years later, without ever hiring an employee or leaving his home office, he sold it for more than $100 million. As the economy slipped into another free fall, he did this again with a company in a different field. He accomplished this through no particular genius. Rather, he studied the habits of the many successful men and women who preceded him, and developed three simple rules that, if followed diligently, virtually ensure success. Using them first to escape poverty, then to achieve a life of adventures, he finally turned them toward financial independence. Written in a straightforward and no-nonsense style, Three Simple Steps shows you how to take back control of your destiny and reshape your mind for increased creativity, serenity and achievement. While building on the wisdom of great thinkers and accomplished individuals from East and West, Three Simple Steps isn't a new age text or guide to esoteric fulfillment. Rather, it's a practical guide to real-life achievement by a pragmatic businessman who attributes his incredible successes to these very simple ideas. Three Simple Steps is a must-read guide for everyone who wants to achieve more, live better and be happier.
The essential diet and fitness guide to lean, ripped abs—including a results-driven 4-week program to lose weight, strengthen your core, and chisel your entire body Call it a spare tire, muffin top, or paunch. Men and women consistently cite their belly as their biggest problem area—and it is often the toughest final pounds to lose. Not anymore! Whether readers’ eating habits have been affected by stress, their bodies have changed with age, or they’re constantly doing crunches without results, it’s time to blast belly fat the right way. Using the comprehensive, week-by-week eating and exercise plan, readers can lose up to 20 pounds in 6 weeks—and keep it off, forever. Including a step-by-step, 4-week eating and exercise plan, easy-to-prepare recipes, and hundreds of exercises, The Men’s Health Big Book of Abs is the ultimate guide to a leaner, fitter, sexier body.
"A hugely inventive adventure." —Eoin Colfer, New York Times bestselling author of the Artemis Fowl series In a world where animals are slowly fading into extinction, twelve-year-old Kester Jaynes feels as if he hardly exists either. He’s been locked away in a home for troubled children and is unable to speak a word. Then one night, a flock of talking pigeons and a bossy cockroach come to help him escape, and he discovers that he can speak—to them. And the animals need him. Only Kester, with the aid of a stubborn, curious girl named Polly, can help them survive. The animals saved Kester. But can he save them? "When ninety-nine pigeons smash through the windows of Kester's prison and carry him North to the last of the animals…. it's a moment as thrilling as when James flies off in the Giant Peach. Highly recommended" —The Times (UK) “Combines a great fondness for animals with an appreciation of the freakish…. The reserved narrative tone and tender yet peculiar view of animals give this piece its own offbeat flavor.” —Kirkus Reviews “Alternately somber, thrilling, and silly.” —Publishers Weekly
Crossword puzzles develop skills in all directions! Create a lifetime hobby, as little learners sharpen their language and problem-solving skills. This cute little book offers 48 creative crossword puzzles with "clue words" to lend a hand. Categorized around specific lessons, these puzzles enhance children's knowledge of synonyms, positional words, and homophones--words that are pronounced alike but have different meanings. This handy practice reinforces reading and language skills. Plus, the tablet format is small enough to fit in any bag, perfect for keeping your little one occupied anytime, anywhere.
"This book does the impossible: it makes math fun and easy!" - Sander Rossel, COAS Software Systems Grokking Algorithms is a fully illustrated, friendly guide that teaches you how to apply common algorithms to the practical problems you face every day as a programmer. You'll start with sorting and searching and, as you build up your skills in thinking algorithmically, you'll tackle more complex concerns such as data compression and artificial intelligence. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python. Learning about algorithms doesn't have to be boring! Get a sneak peek at the fun, illustrated, and friendly examples you'll find in Grokking Algorithms on Manning Publications' YouTube channel. Continue your journey into the world of algorithms with Algorithms in Motion, a practical, hands-on video course available exclusively at Manning.com (www.manning.com/livevideo/algorithms-?in-motion). Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology An algorithm is nothing more than a step-by-step procedure for solving a problem. The algorithms you'll use most often as a programmer have already been discovered, tested, and proven. If you want to understand them but refuse to slog through dense multipage proofs, this is the book for you. This fully illustrated and engaging guide makes it easy to learn how to use the most important algorithms effectively in your own programs. About the Book Grokking Algorithms is a friendly take on this core computer science topic. In it, you'll learn how to apply common algorithms to the practical programming problems you face every day. You'll start with tasks like sorting and searching. As you build up your skills, you'll tackle more complex problems like data compression and artificial intelligence. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python. By the end of this book, you will have mastered widely applicable algorithms as well as how and when to use them. What's Inside Covers search, sort, and graph algorithms Over 400 pictures with detailed walkthroughs Performance trade-offs between algorithms Python-based code samples About the Reader This easy-to-read, picture-heavy introduction is suitable for self-taught programmers, engineers, or anyone who wants to brush up on algorithms. About the Author Aditya Bhargava is a Software Engineer with a dual background in Computer Science and Fine Arts. He blogs on programming at adit.io. Table of Contents Introduction to algorithms Selection sort Recursion Quicksort Hash tables Breadth-first search Dijkstra's algorithm Greedy algorithms Dynamic programming K-nearest neighbors
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++.