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Key Features: * Following the data science process data science, step by step • Discovering the world of data as a wilderness to be explored, wrangled, and studied Learning to foresee problems at each stage of a data science project • Dealing with the uncertainty inherent in working with data • Understanding concepts of data, software, and statistics in ways accessible even for beginners • Engaging in some of the most relevant best practices in software, statistics, and scientific thinking Readers should have some familiarity with a programming language and basic statistics, but need not be experts. Important foundational concepts will be reviewed briefly in the book. ABOUT THE TECHNOLOGY Data science is a set of concepts and techniques for extracting meaning and clarity from stored data sets or data streams.