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This O'Reilly cookbook provides more than 150 recipes to help scientists, engineers, programmers, and data analysts generate high-quality graphs quickly--without having to comb through all the details of R's graphing systems. Each recipe tackles a specific problem with a solution you can apply to your own project and includes a discussion of how and why the recipe works.
Most of the recipes in this second edition use the updated version of the ggplot2 package, a powerful and flexible way to make graphs in R. You'll also find expanded content about the visual design of graphics. If you have at least a basic understanding of the R language, you're ready to get started with this easy-to-use reference.
This O'Reilly cookbook provides more than 150 recipes to help scientists, engineers, programmers, and data analysts generate high-quality graphs quickly--without having to comb through all the details of R's graphing systems. Each recipe tackles a specific problem with a solution you can apply to
Obtaining R and Downloading Packages.- Loading and Manipulating Data.- Visualizing Data.- Descriptive Statistics.- Basic Inferences.- Linear Models and Regression.- Diagnostics.- Generalized Linear Models.- Using Libraries to Apply Advanced Models.- Time Series Analysis.- Linear Algebra with
Summary Practical Data Science with R, Second Edition takes a practice-oriented approach to explaining basic principles in the ever expanding field of data science. You'll jump right to real-world use cases as you apply the R programming language and statistical analysis techniques to carefully
'A fun cookbook for any audience.' --BooklistClassic recipes for deep-dish, stuffed, thin-crust, and vegetarian
Packed with recipes for deliciously unpretentious, modern rustic food, The Tin and Traybake Cookbook is for everyone who loves to cook and eat beautiful food. Baking tins usually see daylight only when we're making cakes or the Sunday roast. But with a little imagination, these kitchen stalwarts
The Lupus Cookbook is the definitive collection for anti-inflammatory recipes to take control of symptoms and send lupus into remission. An anti-inflammatory diet is fundamental to managing lupus in your day-to-day life. Specifically written to target lupus symptoms, The Lupus Cookbook offers the
An accessible primer on how to create effective graphics from dataThis book provides students and researchers a hands-on introduction to the principles and practice of data visualization. It explains what makes some graphs succeed while others fail, how to make high-quality figures from data using
This cookbook contains 200 tasty recipes which provide healthy, high energy meals suitable for anyone on a low-fat, low-sugar diet. Each recipe is accompanied by a nutritional analysis listing calories per serving, fat protein and carbohydrate
There are many excellent R resources for visualization, data science, and package development. Hundreds of scattered vignettes, web pages, and forums explain how to use R in particular domains. But little has been written on how to simply make R work effectively--until now. This hands-on book
A custom recipe book to preserve your cherished memories of food, friendship, and family This keepsake family cookbook makes it easy to collect all your most beloved recipes in one place so you, or someone you love, can make and share them for years to come. Whether it's a generations-old recipe
Simple, hassle-free recipes for any
A comic book cookbook with accessible ramen recipes for the home cook, including simple weeknight bowls, weekend project stocks, homemade noodles, and an array of delicious accompaniments, with insights and tips from notable ramen luminaries. LONGLISTED FOR THE ART OF EATING PRIZE - NAMED ONE OF
80 delicious recipes to meet the everyday needs of a busy
Simple slow cooker recipes for inflammation relief Eliminating inflammation-causing ingredients from your diet doesn't have to mean spending tons of time in the kitchen--or eating boring meals. The Anti-Inflammatory Diet Slow Cooker Cookbook harnesses the convenience of your slow cooker or
An internationally inspired cookbook for anyone managing diabetes. This cookbook has huge appeal for two primary markets of high-risk individuals: 1) those from an ethnic background who want meals that are traditional yet offer healthy alternatives; and 2) those who are not from a specific ethnic
These enticing Old World Hungarian recipes were brought to America by the author's grandparents, but they have been updated to accommodate today's dietary concerns and faster-paced lifestyles. The author also explores the seasonal and ceremonial observances still practiced by Hungarian Americans:
In a world of complex and continuous change, organizations are recognizing the need to respond quickly and easily to new opportunities. The second edition of Agile Change Management provides essential tools and guidance to build change manager capabilities and ensure change initiatives are embedded
Organizational change can be unpredictable and stressful. With a better understanding of what our brains need to focus and perform at their best, organizations and leaders can increase employee engagement, productivity and welfare in such periods of uncertainty. Drawing on the latest scientific
A practical guide to getting enough vitamin B12 from your diet, including 100+ delicious recipes with high B12 ingredients, each illustrated in colour and reflecting author Martyn Hooper MBE's Welsh roots. Martyn, founder of the Pernicious Anaemia Society, explains the why and the how of consuming