Blogdown

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Blogdown

Author : Yihui Xie
Publisher : CRC Press
ISBN 13 : 9781138480452
Total Pages : 144 pages
Book Rating : 4.4/5 (84 download)

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Book Synopsis Blogdown by : Yihui Xie

Download or read book Blogdown written by Yihui Xie and published by CRC Press. This book was released on 2017-12-12 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: blogdown: Creating Websites with R Markdown provides a practical guide for creating websites using the blogdown package in R. In this book, we show you how to use dynamic R Markdown documents to build static websites featuring R code (or other programming languages) with automatically rendered output such as graphics, tables, analysis results, and HTML widgets. The blogdown package is also suitable for technical writing with elements such as citations, footnotes, and LaTeX math. This makes blogdown an ideal platform for any website designed to communicate information about data science, data analysis, data visualization, or R programming. Note that blogdown is not just for blogging or sites about R; it can also be used to create general-purpose websites. By default, blogdown uses Hugo, a popular open-source static website generator, which provides a fast and flexible way to build your site content to be shared online. Other website generators like Jekyll and Hexo are also supported. In this book, you will learn how to: Build a website using the blogdown package; Create blog posts and other website content as dynamic documents that can be easily edited and updated; Customize Hugo templates to suit your site's needs; Publish your website online; Migrate your existing websites to blogdown and Hugo. Yihui Xie is a software engineer at RStudio. He has authored and co-authored several R packages, including knitr, rmarkdown, bookdown, blogdown, shiny, xaringan, and animation. He has published two other books, Dynamic Documents with R and knitr and bookdown: Authoring Books and Technical Documents with R Markdown. Amber Thomas is a data journalist and "maker" at the online publication of visual essays: The Pudding (https: //pudding.cool). Her educational background was marine biology, but she has a strong love of data analysis, visualization, and storytelling. Alison Presmanes Hill is an Associate Professor of Pediatrics at Oregon Health & Science University, where she teaches Computer Science courses on data analysis, data science, and visualization. Her research focuses on using computational methods to study the development of children with neurodevelopmental disorders, in particular Autism Spectrum Disorders.

bookdown

Author : Yihui Xie
Publisher : CRC Press
ISBN 13 : 1351792601
Total Pages : 140 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis bookdown by : Yihui Xie

Download or read book bookdown written by Yihui Xie and published by CRC Press. This book was released on 2016-12-12 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: bookdown: Authoring Books and Technical Documents with R Markdown presents a much easier way to write books and technical publications than traditional tools such as LaTeX and Word. The bookdown package inherits the simplicity of syntax and flexibility for data analysis from R Markdown, and extends R Markdown for technical writing, so that you can make better use of document elements such as figures, tables, equations, theorems, citations, and references. Similar to LaTeX, you can number and cross-reference these elements with bookdown. Your document can even include live examples so readers can interact with them while reading the book. The book can be rendered to multiple output formats, including LaTeX/PDF, HTML, EPUB, and Word, thus making it easy to put your documents online. The style and theme of these output formats can be customized. We used books and R primarily for examples in this book, but bookdown is not only for books or R. Most features introduced in this book also apply to other types of publications: journal papers, reports, dissertations, course handouts, study notes, and even novels. You do not have to use R, either. Other choices of computing languages include Python, C, C++, SQL, Bash, Stan, JavaScript, and so on, although R is best supported. You can also leave out computing, for example, to write a fiction. This book itself is an example of publishing with bookdown and R Markdown, and its source is fully available on GitHub.

R Markdown

Author : Yihui Xie
Publisher : CRC Press
ISBN 13 : 0429782969
Total Pages : 323 pages
Book Rating : 4.4/5 (297 download)

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Book Synopsis R Markdown by : Yihui Xie

Download or read book R Markdown written by Yihui Xie and published by CRC Press. This book was released on 2018-07-27 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: R Markdown: The Definitive Guide is the first official book authored by the core R Markdown developers that provides a comprehensive and accurate reference to the R Markdown ecosystem. With R Markdown, you can easily create reproducible data analysis reports, presentations, dashboards, interactive applications, books, dissertations, websites, and journal articles, while enjoying the simplicity of Markdown and the great power of R and other languages. In this book, you will learn Basics: Syntax of Markdown and R code chunks, how to generate figures and tables, and how to use other computing languages Built-in output formats of R Markdown: PDF/HTML/Word/RTF/Markdown documents and ioslides/Slidy/Beamer/PowerPoint presentations Extensions and applications: Dashboards, Tufte handouts, xaringan/reveal.js presentations, websites, books, journal articles, and interactive tutorials Advanced topics: Parameterized reports, HTML widgets, document templates, custom output formats, and Shiny documents. Yihui Xie is a software engineer at RStudio. He has authored and co-authored several R packages, including knitr, rmarkdown, bookdown, blogdown, shiny, xaringan, and animation. He has published three other books, Dynamic Documents with R and knitr, bookdown: Authoring Books and Technical Documents with R Markdown, and blogdown: Creating Websites with R Markdown. J.J. Allaire is the founder of RStudio and the creator of the RStudio IDE. He is an author of several packages in the R Markdown ecosystem including rmarkdown, flexdashboard, learnr, and radix. Garrett Grolemund is the co-author of R for Data Science and author of Hands-On Programming with R. He wrote the lubridate R package and works for RStudio as an advocate who trains engineers to do data science with R and the Tidyverse.

R Markdown Cookbook

Author : Yihui Xie
Publisher : CRC Press
ISBN 13 : 1000290883
Total Pages : 353 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis R Markdown Cookbook by : Yihui Xie

Download or read book R Markdown Cookbook written by Yihui Xie and published by CRC Press. This book was released on 2020-10-21 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new book written by the developers of R Markdown is an essential reference that will help users learn and make full use of the software. Those new to R Markdown will appreciate the short, practical examples that address the most common issues users encounter. Frequent users will also benefit from the wide ranging tips and tricks that expose ‘hidden’ features, support customization and demonstrate the many new and varied applications of the software. After reading this book users will learn how to: Enhance your R Markdown content with diagrams, citations, and dynamically generated text Streamline your workflow with child documents, code chunk references, and caching Control the formatting and layout with Pandoc markdown syntax or by writing custom HTML and LaTeX templates Utilize chunk options and hooks to fine-tune how your code is processed Switch between different language engineers to seamlessly incorporate python, D3, and more into your analysis

blogdown

Author : Yihui Xie
Publisher : CRC Press
ISBN 13 : 1351108174
Total Pages : 144 pages
Book Rating : 4.3/5 (511 download)

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Book Synopsis blogdown by : Yihui Xie

Download or read book blogdown written by Yihui Xie and published by CRC Press. This book was released on 2017-12-01 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: blogdown: Creating Websites with R Markdown provides a practical guide for creating websites using the blogdown package in R. In this book, we show you how to use dynamic R Markdown documents to build static websites featuring R code (or other programming languages) with automatically rendered output such as graphics, tables, analysis results, and HTML widgets. The blogdown package is also suitable for technical writing with elements such as citations, footnotes, and LaTeX math. This makes blogdown an ideal platform for any website designed to communicate information about data science, data analysis, data visualization, or R programming. Note that blogdown is not just for blogging or sites about R; it can also be used to create general-purpose websites. By default, blogdown uses Hugo, a popular open-source static website generator, which provides a fast and flexible way to build your site content to be shared online. Other website generators like Jekyll and Hexo are also supported. In this book, you will learn how to: Build a website using the blogdown package; Create blog posts and other website content as dynamic documents that can be easily edited and updated; Customize Hugo templates to suit your site’s needs; Publish your website online; Migrate your existing websites to blogdown and Hugo. Yihui Xie is a software engineer at RStudio. He has authored and co-authored several R packages, including knitr, rmarkdown, bookdown, blogdown, shiny, xaringan, and animation. He has published two other books, Dynamic Documents with R and knitr and bookdown: Authoring Books and Technical Documents with R Markdown. Amber Thomas is a data journalist and "maker" at the online publication of visual essays: The Pudding (https://pudding.cool). Her educational background was marine biology, but she has a strong love of data analysis, visualization, and storytelling. Alison Presmanes Hill is an Associate Professor of Pediatrics at Oregon Health & Science University, where she teaches Computer Science courses on data analysis, data science, and visualization. Her research focuses on using computational methods to study the development of children with neurodevelopmental disorders, in particular Autism Spectrum Disorders.

Woolly

Author : Ben Mezrich
Publisher : Simon and Schuster
ISBN 13 : 1501135570
Total Pages : 304 pages
Book Rating : 4.5/5 (11 download)

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Book Synopsis Woolly by : Ben Mezrich

Download or read book Woolly written by Ben Mezrich and published by Simon and Schuster. This book was released on 2017-07-04 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: The bestselling author of The Accidental Billionaires and The 37th Parallel tells the fascinating Jurassic Park-like story of the genetic restoration of an extinct species—the woolly mammoth. “Paced like a thriller…Woolly reanimates history and breathes new life into the narrative of nature” (NPR). With his “unparalleled” (Booklist, starred review) writing, Ben Mezrich takes us on an exhilarating and true adventure story from the icy terrain of Siberia to the cutting-edge genetic labs of Harvard University. A group of scientists work to make fantasy reality by splicing DNA from frozen woolly mammoth into the DNA of a modern elephant. Will they be able to turn the hybrid cells into a functional embryo and potentially bring the extinct creatures to our modern world? Along with this team of brilliant scientists, a millionaire plans to build the world’s first Pleistocene Park and populate a huge tract of the Siberian tundra with ancient herbivores as a hedge against an environmental ticking time bomb that is hidden deep within the permafrost. More than a story of genetics, this is a thriller illuminating the real-life race against global warming, of the incredible power of modern technology, of the brave fossil hunters who battle polar bears and extreme weather conditions, and the ethical quandary of cloning extinct animals. This “rollercoaster quest for the past and future” (Christian Science Monitor) asks us if we can right the wrongs of our ancestors who hunted the woolly mammoth to extinction and at what cost?

Data Science in Education Using R

Author : Ryan A. Estrellado
Publisher : Routledge
ISBN 13 : 1000200906
Total Pages : 315 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Data Science in Education Using R by : Ryan A. Estrellado

Download or read book Data Science in Education Using R written by Ryan A. Estrellado and published by Routledge. This book was released on 2020-10-26 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Science in Education Using R is the go-to reference for learning data science in the education field. The book answers questions like: What does a data scientist in education do? How do I get started learning R, the popular open-source statistical programming language? And what does a data analysis project in education look like? If you’re just getting started with R in an education job, this is the book you’ll want with you. This book gets you started with R by teaching the building blocks of programming that you’ll use many times in your career. The book takes a "learn by doing" approach and offers eight analysis walkthroughs that show you a data analysis from start to finish, complete with code for you to practice with. The book finishes with how to get involved in the data science community and how to integrate data science in your education job. This book will be an essential resource for education professionals and researchers looking to increase their data analysis skills as part of their professional and academic development.

Practical Tableau

Author : Ryan Sleeper
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491977264
Total Pages : 624 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Practical Tableau by : Ryan Sleeper

Download or read book Practical Tableau written by Ryan Sleeper and published by "O'Reilly Media, Inc.". This book was released on 2018-04-03 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether you have some experience with Tableau software or are just getting started, this manual goes beyond the basics to help you build compelling, interactive data visualization applications. Author Ryan Sleeper, one of the world’s most qualified Tableau consultants, complements his web posts and instructional videos with this guide to give you a firm understanding of how to use Tableau to find valuable insights in data. Over five sections, Sleeper—recognized as a Tableau Zen Master, Tableau Public Visualization of the Year author, and Tableau Iron Viz Champion—provides visualization tips, tutorials, and strategies to help you avoid the pitfalls and take your Tableau knowledge to the next level. Practical Tableau sections include: Fundamentals: get started with Tableau from the beginning Chart types: use step-by-step tutorials to build a variety of charts in Tableau Tips and tricks: learn innovative uses of parameters, color theory, how to make your Tableau workbooks run efficiently, and more Framework: explore the INSIGHT framework, a proprietary process for building Tableau dashboards Storytelling: learn tangible tactics for storytelling with data, including specific and actionable tips you can implement immediately

Daily Dishonesty

Author : Lauren Hom
Publisher : ABRAMS
ISBN 13 : 1613127189
Total Pages : 102 pages
Book Rating : 4.6/5 (131 download)

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Book Synopsis Daily Dishonesty by : Lauren Hom

Download or read book Daily Dishonesty written by Lauren Hom and published by ABRAMS. This book was released on 2014-09-02 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: A colorful compendium of little white lies, based on the award-winning, “bitingly honest” blog (Imprint). From the diet you’re going to start tomorrow to that call you were about to make when something (anything) else came up—life is full of little lies that get us through the day. With Daily Dishonesty, designer and blogger Lauren Hom pays homage to the (mostly) innocent foibles that make us human. With 150+ hilariously common lies, beautifully illustrated by Hom, Daily Dishonesty touches on topics from breakups, friendship, and growing up to slacking off and guilty pleasures, in hand-lettered mantras that are all too honest about our untruths. Praise for the Daily Dishonesty blog “Simply wonderful!” —SwissMiss “Cleverly and adorably displays lies.” —Complex Magazine “Really inspiring for those of you who want to dabble in hand lettering.” —Miss Moss

Basketball Data Science

Author : Paola Zuccolotto
Publisher : CRC Press
ISBN 13 : 0429894260
Total Pages : 245 pages
Book Rating : 4.4/5 (298 download)

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Book Synopsis Basketball Data Science by : Paola Zuccolotto

Download or read book Basketball Data Science written by Paola Zuccolotto and published by CRC Press. This book was released on 2020-01-03 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using data from one season of NBA games, Basketball Data Science: With Applications in R is the perfect book for anyone interested in learning and applying data analytics in basketball. Whether assessing the spatial performance of an NBA player's shots or doing an analysis of the impact of high pressure game situations on the probability of scoring, this book discusses a variety of case studies and hands-on examples using a custom R package. The codes are supplied so readers can reproduce the analyses themselves or create their own. Assuming a basic statistical knowledge, Basketball Data Science with R is suitable for students, technicians, coaches, data analysts and applied researchers. Features: One of the first books to provide statistical and data mining methods for the growing field of analytics in basketball Presents tools for modelling graphs and figures to visualize the data Includes real world case studies and examples, such as estimations of scoring probability using the Golden State Warriors as a test case Provides the source code and data so readers can do their own analyses on NBA teams and players

Practical R for Mass Communication and Journalism

Author : Sharon Machlis
Publisher : CRC Press
ISBN 13 : 0429681755
Total Pages : 379 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis Practical R for Mass Communication and Journalism by : Sharon Machlis

Download or read book Practical R for Mass Communication and Journalism written by Sharon Machlis and published by CRC Press. This book was released on 2018-12-21 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do you want to use R to tell stories? This book was written for you—whether you already know some R or have never coded before. Most R texts focus only on programming or statistical theory. Practical R for Mass Communication and Journalism gives you ideas, tools, and techniques for incorporating data and visualizations into your narratives. You’ll see step by step how to: Analyze airport flight delays, restaurant inspections, and election results Map bank locations, median incomes, and new voting districts Compare campaign contributions to final election results Extract data from PDFs Whip messy data into shape for analysis Scrape data from a website Create graphics ranging from simple, static charts to interactive visualizations for the Web If you work or plan to work in a newsroom, government office, non-profit policy organization, or PR office, Practical R for Mass Communication and Journalism will help you use R in your world. This book has a companion website with code, links to additional resources, and searchable tables by function and task. Sharon Machlis is the author of Computerworld’s Beginner’s Guide to R, host of InfoWorld’s Do More With R video screencast series, admin for the R for Journalists Google Group, and is well known among Twitter users who follow the #rstats hashtag. She is Director of Editorial Data and Analytics at IDG Communications (parent company of Computerworld, InfoWorld, PC World and Macworld, among others) and a frequent speaker at data journalism and R conferences.

Reproducible Finance with R

Author : Jonathan K. Regenstein, Jr.
Publisher : CRC Press
ISBN 13 : 1351052608
Total Pages : 248 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Reproducible Finance with R by : Jonathan K. Regenstein, Jr.

Download or read book Reproducible Finance with R written by Jonathan K. Regenstein, Jr. and published by CRC Press. This book was released on 2018-09-24 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reproducible Finance with R: Code Flows and Shiny Apps for Portfolio Analysis is a unique introduction to data science for investment management that explores the three major R/finance coding paradigms, emphasizes data visualization, and explains how to build a cohesive suite of functioning Shiny applications. The full source code, asset price data and live Shiny applications are available at reproduciblefinance.com. The ideal reader works in finance or wants to work in finance and has a desire to learn R code and Shiny through simple, yet practical real-world examples. The book begins with the first step in data science: importing and wrangling data, which in the investment context means importing asset prices, converting to returns, and constructing a portfolio. The next section covers risk and tackles descriptive statistics such as standard deviation, skewness, kurtosis, and their rolling histories. The third section focuses on portfolio theory, analyzing the Sharpe Ratio, CAPM, and Fama French models. The book concludes with applications for finding individual asset contribution to risk and for running Monte Carlo simulations. For each of these tasks, the three major coding paradigms are explored and the work is wrapped into interactive Shiny dashboards.

Teaching Tech Together

Author : Greg Wilson
Publisher : CRC Press
ISBN 13 : 1000728153
Total Pages : 250 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Teaching Tech Together by : Greg Wilson

Download or read book Teaching Tech Together written by Greg Wilson and published by CRC Press. This book was released on 2019-10-08 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hundreds of grassroots groups have sprung up around the world to teach programming, web design, robotics, and other skills outside traditional classrooms. These groups exist so that people don't have to learn these things on their own, but ironically, their founders and instructors are often teaching themselves how to teach. There's a better way. This book presents evidence-based practices that will help you create and deliver lessons that work and build a teaching community around them. Topics include the differences between different kinds of learners, diagnosing and correcting misunderstandings, teaching as a performance art, what motivates and demotivates adult learners, how to be a good ally, fostering a healthy community, getting the word out, and building alliances with like-minded groups. The book includes over a hundred exercises that can be done individually or in groups, over 350 references, and a glossary to help you navigate educational jargon.

Mastering Spark with R

Author : Javier Luraschi
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492046329
Total Pages : 296 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Mastering Spark with R by : Javier Luraschi

Download or read book Mastering Spark with R written by Javier Luraschi and published by "O'Reilly Media, Inc.". This book was released on 2019-10-07 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you’re like most R users, you have deep knowledge and love for statistics. But as your organization continues to collect huge amounts of data, adding tools such as Apache Spark makes a lot of sense. With this practical book, data scientists and professionals working with large-scale data applications will learn how to use Spark from R to tackle big data and big compute problems. Authors Javier Luraschi, Kevin Kuo, and Edgar Ruiz show you how to use R with Spark to solve different data analysis problems. This book covers relevant data science topics, cluster computing, and issues that should interest even the most advanced users. Analyze, explore, transform, and visualize data in Apache Spark with R Create statistical models to extract information and predict outcomes; automate the process in production-ready workflows Perform analysis and modeling across many machines using distributed computing techniques Use large-scale data from multiple sources and different formats with ease from within Spark Learn about alternative modeling frameworks for graph processing, geospatial analysis, and genomics at scale Dive into advanced topics including custom transformations, real-time data processing, and creating custom Spark extensions

Text Mining with R

Author : Julia Silge
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491981628
Total Pages : 193 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Text Mining with R by : Julia Silge

Download or read book Text Mining with R written by Julia Silge and published by "O'Reilly Media, Inc.". This book was released on 2017-06-12 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chapter 7. Case Study : Comparing Twitter Archives; Getting the Data and Distribution of Tweets; Word Frequencies; Comparing Word Usage; Changes in Word Use; Favorites and Retweets; Summary; Chapter 8. Case Study : Mining NASA Metadata; How Data Is Organized at NASA; Wrangling and Tidying the Data; Some Initial Simple Exploration; Word Co-ocurrences and Correlations; Networks of Description and Title Words; Networks of Keywords; Calculating tf-idf for the Description Fields; What Is tf-idf for the Description Field Words?; Connecting Description Fields to Keywords; Topic Modeling.

Bloom

Author : Kelle Hampton
Publisher : William Morrow Paperbacks
ISBN 13 : 9780062045041
Total Pages : 0 pages
Book Rating : 4.0/5 (45 download)

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Book Synopsis Bloom by : Kelle Hampton

Download or read book Bloom written by Kelle Hampton and published by William Morrow Paperbacks. This book was released on 2013-04-02 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: “In her tender and genuinely beautiful memoir, Kelle Hampton encourages us to not simply accept the unexpected circumstances of our lives, but to embrace them like the things we wished for all along.” —Matthew Logelin, New York Times bestselling author of Two Kisses for Maddy Bloom is an inspiring and heartfelt memoir that celebrates the beauty found in the unexpected, the strength of a mother’s love, and, ultimately, the amazing power of perspective. The author of the popular blog Enjoying the Small Things—named The Bump’s Best Special Needs Blog and The Blog You’ve Learned the Most From in the 2010 BlogLuxe Awards—Kelle Hampton interweaves lyrical prose and stunning four-color photography as she recounts the unforgettable story of the first year in the life of her daughter Nella, who has Down syndrome. Poignant, eye-opening, and heart-soaring, Hampton’s Bloom is ultimately about embracing life and really living it.

The Simple Home

Author : Rhonda Hetzel
Publisher : Penguin Group Australia
ISBN 13 : 1760142794
Total Pages : 316 pages
Book Rating : 4.7/5 (61 download)

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Book Synopsis The Simple Home by : Rhonda Hetzel

Download or read book The Simple Home written by Rhonda Hetzel and published by Penguin Group Australia. This book was released on 2016-02-29 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'Being in charge of your own life, and making decisions based on what you want to do rather than what you have to do, gives you a rare kind of contentment and shows you that every ordinary day offers magnificent opportunities.' Award-winning blogger Rhonda Hetzel shares the day-to-day practicalities of a simple life and shows you how to rediscover the heart of your home. With a year of monthly projects that make household management easier, Rhonda encourages you to set up good systems, make what you need and appreciate what you have. Learn how to stretch money further, safely clean your home and cook from scratch with 40 favourite recipes, including step-by-step guides to baking bread and making cheese. Whether you're part of a family, living alone or thinking about retirement, this is an inspiring, indispensable guide to slowing down, taking stock of your life and finding pleasure and satisfaction at home.