Chapter 1: Data Science Overview
The Current Data Science Landscape
Introduction to Data Science Concepts
Supervised Versus Unsupervised
Parametric Versus Non-parametric
Regression Versus Classification
Overfitting Versus Underfitting
Step-by-Step Example of Finding Optimal Model Complexity
Transparent Versus Black Box Models
Introduction to This Book
Over the past decade, there has been an explosion of interest in the application of statistics to the vast amounts of data being generated every second by nearly everyone on the planet. This interest has ...
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