Titlebook: Applying Data Science; How to Create Value Arthur K. Kordon Book 2020 Springer Nature Switzerland AG 2020 Data Science.Data Mining.Advance

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https://doi.org/10.1007/978-94-6351-080-6Data preparation includes data collection and integration, visual data exploration, and data preprocessing by imputing missing data, handling outliers, data transformation, and data balancing. Some of these actions are not trivial and require domain knowledge. Very often they need several iterations until data of acceptable quality is achieved.

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Arthur K. KordonGrowing discipline of data science is creating enormous business opportunities for converting data into value.Book is ideal for data scientists, managers, and entrepreneurs who will implement the prop

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https://doi.org/10.1007/978-1-349-01052-3pproaches, such as deep learning and cognitive computing, are still in the exploratory phase and not entirely ready for prime time. Other AI-based approaches, such as neural networks, support vector machines, decision trees, and evolutionary computation, have reached a level of maturity that has opened the door to industrial applications.