Part 4
Model Selection and Advanced Methods
Chapter 8 Using Cross-Validation
Chapter 10 Capstone and New Case Studies
Part IV introduce methods for validation of predictive models (Cross-Validation), and with this in mind revisits examples introduced in previous chapters. In Advanced Methods we introduce some advanced model-building tools and techniques. Last, we conclude with Capstone and New Case Studies. We revisit the Business Analytics Process, applying the entire process to a new case study, and introduce new examples based on large and messy data sets that are more representative of real business problems.
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