book

Big Data in Practice

Name: Big Data in Practice
Author: Bernard Marr
ISBN: 9781119231387

by Bernard Marr

May 2016

Beginner to intermediate

320 pages

5h 45m

English

Wiley

Read now

Unlock full access

INTRODUCTION
What Is Big Data?Big Data Opportunities
1: WALMART: How Big Data Is Used To Drive Supermarket Performance
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
2: CERN: Unravelling The Secrets Of The Universe With Big Data
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
3: NETFLIX: How Netflix Used Big Data To Give Us The Programmes We Want
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
4: ROLLS-ROYCE: How Big Data Is Used To Drive Success In Manufacturing
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
5: SHELL: How Big Oil Uses Big Data
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
6: APIXIO: How Big Data Is Transforming Healthcare
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
7: LOTUS F1 TEAM: How Big Data Is Essential To The Success Of Motorsport Teams
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
8: PENDLETON & SON BUTCHERS: Big Data For Small Business
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?NotesREFERENCES AND FURTHER READING
9: US OLYMPIC WOMEN’S CYCLING TEAM: How Big Data Analytics Is Used To Optimize Athletes’ Performance
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING

10: ZSL: Big Data In The Zoo And To Protect Animals
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
11: FACEBOOK: How Facebook Use Big Data To Understand Customers
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
12: JOHN DEERE: How Big Data Can Be Applied On Farms
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
13: ROYAL BANK OF SCOTLAND: Using Big Data To Make Customer Service More Personal
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
14: LINKEDIN: How Big Data Is Used To Fuel Social Media Success
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
15: MICROSOFT: Bringing Big Data To The Masses
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
16: ACXIOM: Fuelling Marketing With Big Data
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
17: US IMMIGRATION AND CUSTOMS: How Big Data Is Used To Keep Passengers Safe And Prevent Terrorism
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
18: NEST: Bringing The Internet of Things Into The Home
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
19: GE: How Big Data Is Fuelling The Industrial Internet
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
20: ETSY: How Big Data Is Used In A Crafty Way
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
21: NARRATIVE SCIENCE: How Big Data Is Used To Tell Stories
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
22: BBC: How Big Data Is Used In The Media
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
23: MILTON KEYNES: How Big Data Is Used To Create Smarter Cities
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
24: PALANTIR: How Big Data Is Used To Help The CIA And To Detect Bombs In Afghanistan
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
25: AIRBNB: How Big Data Is Used To Disrupt The Hospitality Industry
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
26: SPRINT: Profiling Audiences Using Mobile Network Data
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
27: DICKEY’S BARBECUE PIT: How Big Data Is Used To Gain Performance Insights Into One Of America’s Most Successful Restaurant Chains
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
28: CAESARS: Big Data At The Casino
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
29: FITBIT: Big Data In The Personal Fitness Arena
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
30: RALPH LAUREN: Big Data In The Fashion Industry
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
31: ZYNGA: Big Data In The Gaming Industry
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
32: AUTODESK: How Big Data Is Transforming The Software Industry
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
33: WALT DISNEY PARKS AND RESORTS: How Big Data Is Transforming Our Family Holidays
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
34: EXPERIAN: Using Big Data To Make Lending Decisions And To Crack Down On Identity Fraud
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
35: TRANSPORT FOR LONDON: How Big Data Is Used To Improve And Manage Public Transport In London
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
36: THE US GOVERNMENT: Using Big Data To Run A Country
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
37: IBM WATSON: Teaching Computers To Understand And Learn
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
38: GOOGLE: How Big Data Is At The Heart Of Google’s Business Model
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
39: TERRA SEISMIC: Using Big Data To Predict Earthquakes
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
40: APPLE: How Big Data Is At The Centre Of Their Business
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
41: TWITTER: How Twitter And IBM Deliver Customer Insights From Big Data
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
42: UBER: How Big Data Is At The Centre Of Uber’s Transportation Business
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
43: ELECTRONIC ARTS: Big Data In Video Gaming
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
44: KAGGLE: Crowdsourcing Your Data Scientist
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
45: AMAZON: How Predictive Analytics Are Used To Get A 360-Degree View Of Consumers
BackgroundWhat Problem Is Big Data Helping To Solve?How Is Big Data Used In Practice?What Were The Results?What Data Was Used?What Are The Technical Details?Any Challenges That Had To Be Overcome?What Are The Key Learning Points And Takeaways?REFERENCES AND FURTHER READING
FINAL THOUGHTS
ABOUT THE AUTHOR
ACKNOWLEDGEMENTS
Index
EULA

Content preview from Big Data in Practice

INTRODUCTION

We are witnessing a movement that will completely transform any part of business and society. The word we have given to this movement is Big Data and it will change everything, from the way banks and shops operate to the way we treat cancer and protect our world from terrorism. No matter what job you are in and no matter what industry you work in, Big Data will transform it.

Some people believe that Big Data is just a big fad that will go away if they ignore it for long enough. It won’t! The hype around Big Data and the name may disappear (which wouldn’t be a great loss), but the phenomenon will stay and only gather momentum. What we call Big Data today will simply become the new normal in a few years’ time, when all businesses and government organizations use large volumes of data to improve what they do and how they do it.

I work every day with companies and government organizations on Big Data projects and thought it would be a good idea to share how Big Data is used today, across lots of different industries, among big and small companies, to deliver real value. But first things first, let’s just look at what Big Data actually means.

What Is Big Data?

Big Data basically refers to the fact that we can now collect and analyse data in ways that was simply impossible even a few years ago. There are two things that are fuelling this Big Data movement: the fact we have more data on anything and our improved ability to store and analyse any data.

More Data On Everything ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.

Julian F.

Head of Cybersecurity

I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.

Addison B.

Field Engineer

I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.

Amir M.

Data Platform Tech Lead

I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.

Mark W.

Embedded Software Engineer

Publisher Resources

ISBN: 9781119231387Purchase book

Cloud Computing

Data Engineering

Data Science

AI & ML

Programming Languages

Software Architecture

IT/Ops

Security

Design

Business

Soft Skills

Big Data in Practice

by Bernard Marr

INTRODUCTION