Principles of Strategic Data Science

Take the strategic and systematic approach to analyze data to solve business problems

Key Features

• Gain detailed information about the theory of data science
• Augment your coding knowledge with practical data science techniques for efficient data analysis
• Learn practical ways to strategically and systematically use data

Book Description

What you will learn

• Discover the five most important steps of data science
• Use the Conway diagram to visualize a data science team's technical skills
• Understand the limitations of data science from a mathematical and ethical perspective
• Get a quick overview of machine learning
• Understand the purpose of using data science in your work
• Explore the role of data science managers
• Gain insight into the purpose of using data science in your work
• Understand the role of data science managers and their expectations

Who this book is for

This book is for data scientists and data analysts who are looking for a practical guide to help them strategically and systematically use data. You’ll also find this book useful if you simply want to understand what data science is and how an organization can adopt a data-driven approach. Prior knowledge of Python and R programming is assumed.