BOOK
Data Analyst
Rune Rasmussen | Harish Gulati | Charles Joseph | Rune Rasmussen | Clare Stanier | Obi Umegbolu
(2019)
Additional Information
Book Details
Abstract
Data is constantly increasing and data analysts are in higher demand than ever. This book is an essential guide to the role of data analyst. Aspiring data analysts will discover what data analysts do all day, what skills they will need for the role, and what regulations they will be required to adhere to. Practising data analysts can explore useful data analysis tools, methods and techniques, brush up on best practices and look at how they can advance their career.
Data is constantly increasing; everything from app usage, to sales, to customer surveys generate data in an average business. Out on the streets data is everywhere too, from speed and security cameras, weather monitoring and measuring footfall to name just a few examples. Against this backdrop, data analysts are in higher demand than ever.
This book is an essential guide to the role of data analyst. Aspiring data analysts will discover what data analysts do all day, what skills they will need for the role, and what regulations they will be required to adhere to. Practising data analysts can explore useful data analysis tools, methods and techniques, brush up on best practices and look at how they can advance their career.
'Data Analyst is an entertaining and comprehensive guide to an increasingly important role in modern life. An upbeat romp through all facets, it introduces and explains definitions, techniques, structures, regulations and career paths at a pace which leaves no room for boredom. For someone contemplating life as a data analyst, this book is an eloquent eye-opener on what to expect and how to get involved, written by people who know.
Written not unlike a piece of code, it does the job efficiently and thoroughly. Practical career tips, anecdotes and a ‘day-in-the-life’ description bring the mysteries of the profession to life. The authors have a passion for the subject and do a good job in sharing their enthusiasm. Packed with useful information, the book is clearly aimed that those starting out, although many seasoned professionals may also consider it a valuable resource, particularly if considering a new career direction.'
Hugh Clark
'You’ll realise what life as a data analyst is really like.’
Graeme McDermott
The editor and authors of this book are all data analysis experts including a Data Analyst Skills Coach; data analytics, risk and management consultants, and a Senior Lecturer in data management and business intelligence.
Table of Contents
Section Title | Page | Action | Price |
---|---|---|---|
Cover | Cover | ||
CONTENTS | v | ||
LIST OF FIGURES AND TABLES | vii | ||
AUTHORS | viii | ||
FOREWORD | x | ||
ACKNOWLEDGEMENTS | xi | ||
ABBREVIATIONS | xii | ||
1 INTRODUCTION TO DATA ANALYSIS | 1 | ||
WHAT IS DATA ANALYSIS? | 2 | ||
ADVANCES IN COMPUTER SCIENCE | 6 | ||
ADVANCES IN DATA STORAGE | 7 | ||
ADVANCES IN DATA PROCESSING | 9 | ||
ADVANCES IN STATISTICAL AND MACHINE LEARNING | 10 | ||
LEGAL AND ETHICAL CONSIDERATIONS FOR DATA ANALYSIS | 12 | ||
HOW THE IT INDUSTRY CAN ADDRESS THE CHALLENGES OF DATA ANALYSIS | 16 | ||
SUMMARY | 20 | ||
2 THE ROLE OF DATA ANALYST | 22 | ||
WHAT IS A DATA ANALYST? | 22 | ||
AFFILIATED ROLES AND DIFFERENCES | 23 | ||
KEY INDUSTRIES WHERE DATA ANALYSTS WORK | 24 | ||
NATURE OF TASKS UNDERTAKEN BY DATA ANALYSTS | 26 | ||
DATA ANALYST KEY RESPONSIBILITIES | 29 | ||
DATA ANALYST KEY SKILLS | 30 | ||
SUMMARY | 49 | ||
3 TOOLS, METHODS AND TECHNIQUES | 50 | ||
TOOLS | 50 | ||
METHODS | 56 | ||
TECHNIQUES | 69 | ||
SUMMARY | 88 | ||
4 RELEVANT REGULATIONS AND BEST PRACTICES FOR DATA ANALYSTS | 89 | ||
WORKING WITH OTHER PEOPLE’S DATA | 89 | ||
THE REGULATORY RESPONSE | 91 | ||
GENERAL DATA PROTECTION REGULATION (GDPR) | 92 | ||
DATA SECURITY | 102 | ||
DATA GOVERNANCE | 109 | ||
DATA QUALITY | 111 | ||
ENGAGING WITH THE ORGANISATION – THE DATA COMMUNITY | 120 | ||
DATA PROVENANCE | 124 | ||
SUMMARY | 127 | ||
5 CAREER PROGRESSION OPPORTUNITIES | 128 | ||
THE CHANGING ROLE OF THE DATA ANALYST | 129 | ||
CAREER OPPORTUNITIES | 129 | ||
BUILDING A CAREER AS A DATA ANALYST: GETTING STARTED | 135 | ||
BUILDING A CAREER AS A DATA ANALYST: DEVELOPING YOUR ROLE | 141 | ||
CAREER PROGRESSION: WHAT NEXT AS A DATA ANALYST? | 147 | ||
CAREER PLANNING | 148 | ||
SUMMARY | 157 | ||
6 A DAY IN THE LIFE OF A DATA ANALYST | 158 | ||
A TYPICAL DAY IN THE LIFE OF A DATA ANALYST | 159 | ||
TOP TIPS FOR DATA ANALYSTS | 173 | ||
REFERENCES | 176 | ||
FURTHER READING | 178 | ||
INDEX | 180 | ||
Back cover | 186 |