A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges.OCLC-licensed vendor bibliographic record.
"Explores the collection of children's biometric, educational, and social media data and its immediate and downstream effects for individuals and families"--OCLC-licensed vendor bibliographic record.
A concise introduction to fundamental methods for finding and extracting relevant information from the ever-increasing amounts of biomedical text available.
A guide to principles and methods for the management, archiving, sharing, and citing of linguistic research data, especially digital data.Doing language science depends on collecting, transcribing, annotating, analyzing, storing, and sharing linguistic research data. This volume offers a guide to linguistic data management, engaging with current trends toward the transformation of linguistics i…
In science, business, and policymaking—anywhere data are used in prediction—two sorts of problems requiring very different methods of analysis often arise. The first, problems of recognition and classification, concerns learning how to use some features of a system to accurately predict other features of that system. The second, problems of causal discovery, concerns learning how to predict…
"The authors construct theories and methods for "distant viewing" as a method for analyzing collections of digitized visual materials with computer vision"--OCLC-licensed vendor bibliographic record.
A concise introduction to fundamental methods for finding and extracting relevant information from the ever-increasing amounts of biomedical text available.OCLC-licensed vendor bibliographic record.