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Key benefits

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

Description

Mathematics and computer science form an integral part of data science, and understanding them is crucial for efficiently managing data. This book is designed to take you through the entire data science pipeline and help you join the dots between mathematics, programming, and business analysis. You’ll start by learning what data science is and how organizations can use it to revolutionize the way they use their data. The book then covers the criteria for the soundness of data products and demonstrates how to effectively visualize information. As you progress, you’ll discover the strategic aspects of data science by exploring the five-phase framework that enables you to enhance the value you extract from data. Toward the concluding chapters, you’ll understand the role of a data science manager in helping an organization take the data-driven approach. By the end of this book, you’ll have a good understanding of data science and how it can enable you to extract value from your data.

Who is this book 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.

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

What do you get with Print?

Instant access to your digital eBook copy whilst your Print order is Shipped

Paperback book shipped to your preferred address

Download this book in EPUB and PDF formats

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

AI Assistant (beta) to help accelerate your learning

Frequently bought together

$24.99

$43.99

$38.99

Total $ 107.97

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What is the delivery time and cost of print book?

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What is the delivery time and cost of print books?

Shipping Details

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UK:

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Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

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Rest of the World:

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Unfortunately, due to several restrictions, we are unable to ship to the following countries:

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Sudan
Russian Federation
Syrian Arab Republic
Ukraine
Venezuela

Amazon Customer Jan 04, 2020

Excellent pithy analysis, with detailed explanations and examples of data science. I am not interested in the history of data science covered in this book. HOWEVER, I am very glad that I kept reading because Dr Prevos is able to say in a paragraph what many other books do not achieve in two pages (this is the fifth data science book that I have read this week). I thoroughly recommend this book, an excellent combination of technical terms and processes, explained in language accessible to everyone, even with little or no prior knowledge of data science.

Amazon Verified review

Principles of Strategic Data Science: Creating value from data, big and small

What do you get with Print?

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Principles of Strategic Data Science: Creating value from data, big and small

What do you get with Print?

Contact Details

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Key benefits

Description

Who is this book for?

What you will learn

Product Details

What do you get with Print?

Contact Details

Shipping Address

Billing Address

Product Details

Packt Subscriptions

Frequently bought together

Table of Contents

Recommendations for you

Customer reviews

People who bought this also bought

About the author

FAQs