Guide to Intelligent Data Science: How to Intelligently Make Use of Real Data (Hardcover, 2, 2020)

Introduction

Practical Data Analysis: An Example

Project Understanding

Data Understanding

Principles of Modeling

Data Preparation

Finding Patterns

Finding Explanations

Finding Predictors

Evaluation and Deployment

The Labelling Problem

Appendix A: Statistics

Appendix B: KNIME