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An Introduction to Data Science
An Introduction to Data Science is an easy-to-read, gentle introduction for advanced undergraduate, certificate, and graduate students coming from a wide range of backgrounds into the world of data science. After introducing the basic concepts of data science, the book builds on these foundations to explain data science techniques using the R programming language and RStudio® from the ground up. Short chapters allow instructors to group concepts together for a semester course and provide students with manageable amounts of information for each concept. By taking students systematically through the R programming environment, the book takes the fear out of data science and familiarizes studen...
Venice California
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Reasoning with Data
Engaging and accessible, this book teaches readers how to use inferential statistical thinking to check their assumptions, assess evidence about their beliefs, and avoid overinterpreting results that may look more promising than they really are. It provides step-by-step guidance for using both classical (frequentist) and Bayesian approaches to inference. Statistical techniques covered side by side from both frequentist and Bayesian approaches include hypothesis testing, replication, analysis of variance, calculation of effect sizes, regression, time series analysis, and more. Students also get a complete introduction to the open-source R programming language and its key packages. Throughout ...
An Introduction to Data Science
An Introduction to Data Science is an easy-to-read, gentle introduction for advanced undergraduate, certificate, and graduate students coming from a wide range of backgrounds into the world of data science. After introducing the basic concepts of data science, the book builds on these foundations to explain data science techniques using the R programming language and RStudio® from the ground up. Short chapters allow instructors to group concepts together for a semester course and provide students with manageable amounts of information for each concept. By taking students systematically through the R programming environment, the book takes the fear out of data science and familiarizes studen...
The Visible Employee
The misuse of an organization's information systems by employees, whether through error or by intent, can result in leaked and corrupted data, crippled networks, lost productivity, legal problems, and public embarrassment. As organizations turn to technology to monitor employee use of network resources, they are finding themselves at odds with workers who instinctively feel their privacy is being invaded. The Visible Employee reports the results of an extensive four-year research project, covering a range of security solutions for at-risk organizations as well as the perceptions and attitudes of employees toward monitoring and surveillance. The result is a wake-up call for business owners, managers, and IT staff, as well as an eye-opening dose of reality for employees.
Designing the Seaside
"In Designing the Seaside Fred Gray provides a history of seaside architecture from the 18th century to the present day, investigating leisure, entertainment, taste, fashion and gender, and shows how the seaside even became a hotbed for moral and sexual issues - from the early use of bathing machines to twentieth-century beauty pageants and naturist groups. He relates the evolution of resort architecture to sweeping changes in how seaside nature was experienced and used by holidaymakers. The book also traces the history of the coastal resort, with examples ranging from Regency Sidmouth to Victorian Scarborough and early 20th-century Morecambe, as well as assessing seaside developments in the USA and Continental Europe, from Coney Island and Santa Barbara to Nice and Trouville." "Featuring many colourful, informative and often entertaining photographs, drawings, guidebook illustrations, postcards and publicity posters from resorts around the world, Designing the Seaside is a thoroughly readables as well as a visually fascinating account of changing attitudes to holidaymaking and its setting."--BOOK JACKET.
Information Nation
Wanted : information professionals -- Information wants to be disorganized -- Doctor, lawyer, scientist, chief : every profession depends on information -- Horseshoes to biofuels : why technology development gets easier all the time -- Where's my job? How outsourcing and offshoring change industries -- The student perspective on the information field -- Barriers and challenges : the student perspective -- The workplace perspective on the information field -- Barriers and challenges : the workplace perspective -- Stereotypes, culture, and the information professions -- Cyberinfrastructure : a long word for the future of information technology -- The original information professionals -- To iSchool or not to iSchool -- Where have all the students gone? Diversity and recruitment challenges in the information professions -- What's next.
The Playful Crowd
From 'Sodoms by the sea' at Coney Island & Blackpool to carefully orchestrated corporate entertainment, this new history compares the pursuit of pleasure on both sides of the Atlantic.
