Managing Datasets and Models: Wiley clinical applications of data management

clinical applications of data management that are discipline-specific

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Managing Datasets and Models: Wiley clinical applications of data managementThis book contains a fast paced introduction to data related tasks in preparation for training models on datasets. It presents a step by step, Python based code sample that uses the kNN algorithm to manage a model on a dataset. Chapter One begins with an introduction to datasets and issues that can arise, followed by Chapter Two on outliers and anomaly detection. The next chapter explores ways for handling missing data and invalid data, and Chapter