Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse PDF

Author: Chester Ismay

Publisher: CRC Press

Published: 2019-12-23

Total Pages: 377

ISBN-13: 1000763560

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Statistical Inference via Data Science: A ModernDive into R and the Tidyverse provides a pathway for learning about statistical inference using data science tools widely used in industry, academia, and government. It introduces the tidyverse suite of R packages, including the ggplot2 package for data visualization, and the dplyr package for data wrangling. After equipping readers with just enough of these data science tools to perform effective exploratory data analyses, the book covers traditional introductory statistics topics like confidence intervals, hypothesis testing, and multiple regression modeling, while focusing on visualization throughout. Features: ● Assumes minimal prerequisites, notably, no prior calculus nor coding experience ● Motivates theory using real-world data, including all domestic flights leaving New York City in 2013, the Gapminder project, and the data journalism website, FiveThirtyEight.com ● Centers on simulation-based approaches to statistical inference rather than mathematical formulas ● Uses the infer package for "tidy" and transparent statistical inference to construct confidence intervals and conduct hypothesis tests via the bootstrap and permutation methods ● Provides all code and output embedded directly in the text; also available in the online version at moderndive.com This book is intended for individuals who would like to simultaneously start developing their data science toolbox and start learning about the inferential and modeling tools used in much of modern-day research. The book can be used in methods and data science courses and first courses in statistics, at both the undergraduate and graduate levels.

Test Driven Development for Embedded C

Test Driven Development for Embedded C PDF

Author: James W. Grenning

Publisher: Pragmatic Bookshelf

Published: 2011-04-25

Total Pages: 494

ISBN-13: 1680504886

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Another day without Test-Driven Development means more time wasted chasing bugs and watching your code deteriorate. You thought TDD was for someone else, but it's not! It's for you, the embedded C programmer. TDD helps you prevent defects and build software with a long useful life. This is the first book to teach the hows and whys of TDD for C programmers. TDD is a modern programming practice C developers need to know. It's a different way to program---unit tests are written in a tight feedback loop with the production code, assuring your code does what you think. You get valuable feedback every few minutes. You find mistakes before they become bugs. You get early warning of design problems. You get immediate notification of side effect defects. You get to spend more time adding valuable features to your product. James is one of the few experts in applying TDD to embedded C. With his 1.5 decades of training,coaching, and practicing TDD in C, C++, Java, and C# he will lead you from being a novice in TDD to using the techniques that few have mastered. This book is full of code written for embedded C programmers. You don't just see the end product, you see code and tests evolve. James leads you through the thought process and decisions made each step of the way. You'll learn techniques for test-driving code right nextto the hardware, and you'll learn design principles and how to apply them to C to keep your code clean and flexible. To run the examples in this book, you will need a C/C++ development environment on your machine, and the GNU GCC tool chain or Microsoft Visual Studio for C++ (some project conversion may be needed).

Success in Academic Writing

Success in Academic Writing PDF

Author: Trevor Day

Publisher: Bloomsbury Publishing

Published: 2023-06-29

Total Pages: 233

ISBN-13: 135035287X

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Writing essays, reports, presentations, papers or dissertations makes up a substantial element of most undergraduate and taught postgraduate degree courses. Anything that makes the process easier and more effective can make a big difference to your success as a student. Taking the reader through the writing process, from understanding the task, through researching, reading and planning, to drafting and composing, reviewing and finalising their copy, the book contains many self-study exercises that will help to develop confidence, technique and clarity of purpose as a writer, whether a first year social science student or a final year scientist or engineer. The book adopts an empowering approach – encouraging the student to find out what they need to know in order to be a successful writer in their discipline. Much more than a set of hints and tips, this book provides an all-encompassing approach to becoming a confident academic writer. New for this edition: - a new section on managing your physical and mental state -advice on a wider range of assignment types, including recorded presentations, such as vlogs, and blogs -introduction to a wider range of strategies that students can employ while composing their work, including material to help students maintain their focus and concentration

IBM SPSS Essentials

IBM SPSS Essentials PDF

Author: John T. Kulas

Publisher: John Wiley & Sons

Published: 2021-03-11

Total Pages: 288

ISBN-13: 1119417449

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Master the fundamentals of SPSS with this newly updated and instructive resource The newly and thoroughly revised Second Edition of SPSS Essentials delivers a comprehensive guide for students in the social sciences who wish to learn how to use the Statistical Package for the Social Sciences (SPSS) for the effective collection, management, and analysis of data. The accomplished researchers and authors provide readers with the practical nuts and bolts of SPSS usage and data entry, with a particular emphasis on managing and manipulating data. The book offers an introduction to SPSS, how to navigate it, and a discussion of how to understand the data the reader is working with. It also covers inferential statistics, including topics like hypothesis testing, one-sample Z-testing, T-testing, ANOVAs, correlations, and regression. Five unique appendices round out the text, providing readers with discussions of dealing with real-world data, troubleshooting, advanced data manipulations, and new workbook activities. SPSS Essentials offers a wide variety of features, including: A revised chapter order, designed to match the pacing and content of typical undergraduate statistics classes An explanation of when particular inferential statistics are appropriate for use, given the nature of the data being worked with Additional material on understanding your data sample, including discussions of SPSS output and how to find the most relevant information A companion website offering additional problem sets, complete with answers Perfect for undergraduate students of the social sciences who are just getting started with SPSS, SPSS Essentials also belongs on the bookshelves of advanced placement high school students and practitioners in social science who want to brush up on the fundamentals of this powerful and flexible software package.

Perspectives on contemporary printmaking

Perspectives on contemporary printmaking PDF

Author: Ruth Pelzer-Montada

Publisher: Manchester University Press

Published: 2018-07-23

Total Pages: 379

ISBN-13: 1526125765

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This anthology, the first of its kind, presents thirty-two texts on contemporary prints and printmaking written from the mid-1980s to the present by authors from across the world. The texts range from history and criticism to creative writing. More than a general survey, they provide a critical topography of artistic printmaking during the period. The book is directed at an audience of international stakeholders in the field of contemporary print, printmaking and printmedia, including art students, practising artists, museum curators, critics, educationalists, print publishers and print scholars. It expands debate in the field and will act as a starting point for further research.

The Personalization Paradox

The Personalization Paradox PDF

Author: Val Swisher

Publisher: XML Press

Published: 2021-03-08

Total Pages: 280

ISBN-13: 1937434737

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According to Infosys, 86% of consumers surveyed indicated that personalized content has some impact on what they purchase and 25% said that personalization plays a large role in their purchases. And yet, looking at the data, two things stand out: Most companies say that personalizing the customer experience is a critical "must have," and they have the statistics to back it up. Very few companies believe they are delivering enough personalized content, or deliver it well. What's holding these companies back from their personalization goals? And how can you avoid the pitfalls and make personalization possible with your own enterprise content? In this book, global content strategy expert Val Swisher and senior content strategist Regina Lynn Preciado show you exactly what it takes to deliver personalized experiences at scale. You'll learn: Why personalized content is imperative to the enterprise Why so many companies fail to deliver - and how to avoid the pitfalls The five dimensions of content standardization How to bring people, technology, and process together The impact of big data and artificial intelligence The only way to deliver personalized content at scale is to automate the process at the point of delivery. And for that to work, you've got to change how you "do" content. The Personalization Paradox: Why Companies Fail (and How to Succeed) at Delivering Personalized Experiences at Scale shows you how.

Word 2013 Bible

Word 2013 Bible PDF

Author: Lisa A. Bucki

Publisher: John Wiley & Sons

Published: 2013-04-08

Total Pages: 1207

ISBN-13: 1118684362

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Top-to-bottom coverage of the top-selling Microsoft Office application If you want to use Microsoft Word to create more than just simple documents, start with this ultimate Word guide. Packed with the in-depth content that is the hallmark of all Wiley Bibles, this book covers it all. You'll first find out what's new in Word 2013 on the features level - formatting, styles, tables, and more - before you dive into the big stuff that can help you become more efficient. From document design to creating master documents to applying security to collaborating in the Cloud, you'll learn not just how to do tasks, but the best ways to do them, and why. Details everything you need to know to get the most out of Word 2013 Walks you through new or refreshed basics, such as formatting, styles, charts, and tables Shows you how to use data sources, create envelopes and labels, and make forms Takes your Word skills up a notch with coverage of keyboard customization, security, collaborating on the Cloud, comparing documents, and much more Start creating documents at a new level and wow your colleagues, with Word 2013 Bible.

Marching with David

Marching with David PDF

Author: Stephen Barrell

Publisher: Author House

Published: 2017-12-04

Total Pages: 403

ISBN-13: 1524683035

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This Book Contains, One Twisted Yarn, and a strange order of calibrated events. Political, Spiritual Bio-Fiction; a red, white and blue love story based and rupturing in foundations of a malignant global system. Friends and business partners, Arnott from England and Krystiyan from Ukraine, leave England together on an excursion to Europe, to Thailand, to dark antiquity and beyond. A Book of Four Parts; this is a simple story made complex by the language of god this is a story of consciousness, coexistence and love.

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