Discover how to use the popular RStudio IDE as a professional tool that includes code refactoring support, debugging, and Git version control integration. This book gives you a tour of RStudio and shows you how it helps you do exploratory data analysis, build data visualizations with ggplot, and create custom R packages and web-based interactive visualizations with Shiny. In addition, you will cover common data analysis tasks including importing data...

Perform Contracting Successfully! This master reference - in its Fifth Edition - contains everything you need to know about government pricing rules and regulations in one easy-to-use volume. Guide to Contract Pricing: Cost and Price Analysis for Contractors, Subcontractors, and Government Agencies, Fifth Edition, explains how the government conducts business and walks you through every step of the contracting process. This fully updated edition includes...

How well prepared is your organization to innovate, using data science? In this report, two leading data scientists at the consulting firm Booz Allen Hamilton describe ten characteristics of a mature data science capability. After spending years helping clients such as the US government and commercial organizations worldwide build innovative data science capabilities, Peter Guerra and Dr. Kirk Borne identified these characteristics to help you measure...

For most companies, pricing has always been a sensitive, private affair. This article is directed at managers who seek to profit from product differentiation and take maximum advantage of their ability to stand out. Instead of leaving good money on the table and struggling to convert product differentiation into revenue, the authors argue, companies should consider enlisting the pricing help of their customers. Outsourcing pricing isn't an all-or-nothing...

Discover the capabilities and features of SAP Analytics Cloud to draw actionable insights from a variety of data, as well as the functionality that enables you to meet typical business challenges. With this book, you will work with SAC and enable key decision makers within your enterprise to deliver crucial business decisions driven by data and key performance indicators. Along the way you'll see how SAP has built a strong repertoire of analytics...

Text Mining and Visualization: Case Studies Using Open-Source Tools provides an introduction to text mining using some of the most popular and powerful open-source tools: KNIME, RapidMiner, Weka, R, and Python. The contributors-all highly experienced with text mining and open-source software-explain how text data are gathered and processed from a w.

"Does information really want to be free? While the Internet is full of open data, there's plenty of data that companies are willing to pay handsomely for - particularly if it's timely and well aggregated. As a result, data marketplaces are a burgeoning business. This panel will look at the market for data, and where it's headed."--Resource description page.

Turn your noisy data into relevant, insight-ready information by leveraging the data wrangling techniques in Python and R About This Book This easy-to-follow guide takes you through every step of the data wrangling process in the best possible way Work with different types of datasets, and reshape the layout of your data to make it easier for analysis Get simple examples and real-life data wrangling solutions for data pre-processing Who This Book...

The field of data mining lies at the confluence of predictive analytics, statistical analysis, and business intelligence. Due to the ever-increasing complexity and size of data sets and the wide range of applications in computer science, business, and health care, the process of discovering knowledge in data is more relevant than ever before. This book provides the tools needed to thrive in today's big data world. The author demonstrates how to leverage...