Don't Gamble With Your Data
Jan 26, 2015
In this engaging presentation, Bruno Aziza covers 3 key Big Data concept: definitions, lessons and best practices.
Subjects covered:
What is Big Data?
Does Hadoop Matter?
How to scale Data Science and Data Scientists?
For more, go to www.alpinenow.com
Access to 30-day trial @ www.start.alpinenow.com
Subjects covered:
What is Big Data?
Does Hadoop Matter?
How to scale Data Science and Data Scientists?
For more, go to www.alpinenow.com
Access to 30-day trial @ www.start.alpinenow.com
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
AlpineNow.comAlpineNow.com
The Alpine DifferenceWorld’s 1st Collaborative, Code-Free Solution for Advanced Analytics on Big Data
Cutting-Edge AlgorithmsEnd-to-End Analytics
ProcessingIn-Cluster™: No Data
MovementVisual, CollaborativeLightweight, Big Impact
1.DEFINITION2.DISRUPTIONS3.BEST PRACTICES
AlpineNow.com
AlpineNow.com
AlpineNow.com
1.DEFINITION2.DISRUPTIONS3.BEST PRACTICES
AlpineNow.com
Relational Data
VELOCITY
VARIETY
VOLUME
AlpineNow.com
I DON’T ALWAYS DO BIG DATA….…BUT WHEN I DO, I PREFER CASSANDRA
JSONAlpineNow.com
AlpineNow.com
VELOCITY VOLUME
VARIETY
VALUE
VIRALITY
VEHEMSITY
VALIDITY
VASTICITY
VELVESITY
VANITY
1.DEFINITION2.DISRUPTIONS3.BEST PRACTICES
AlpineNow.com
DISRUPTION #1
YOU COULD BE DOING ‘IT’ WITHOUT KNOWING ‘IT’
WWW.KLOUT.COM
KLOUT’S INFRA, NOT PALMS’
8 Proprietary Data Enhancements Algorithms (PageRank for People)
13 Social Networks Processed Every Day
120 Terabytes of Data Storage
200,000 Indexed Users Added Every Day
100,000,000 Users Indexed Every Day
1,000,000,000 Social Signals Processed Every Day
10,000,000,000 API Calls Delivered Every Month
54,000,000,000 Rows of Data In Klout Data Warehouse
AlpineNow.com
DISRUPTION #1
YOU COULD BE DOING ‘IT’ WITHOUT KNOWING ‘IT’
AlpineNow.com
DISRUPTION #2
JUST GET THE DATA
AlpineNow.com
1. Transfers from Real to AC Milan for 15 million euros.2. Injures his knee just three minutes into his first
treadmill session.3. Does NOT play for 2.5 years of his 3 year contract (16
games).4. Retires.
FERNANDO REDONDO
AlpineNow.com
“We can predict with a 70% accuracy whether the player is going to get hurt or not”, says 63-year-old Belgian chiropractor Jean-
Pierre Meersseman….
AlpineNow.com
• Total practice days lost down 43%.
• Use of medicines down 70%.
• Player injuries dropped by 2/3.
• Milan Lab allows him to shed 40% of his body fat in record time.
GET(DATA) IF ‘BUSINESS VALUE’ > 0
AlpineNow.com
AlpineNow.com
COST OF FOODCOST OF ELECTRICITY
COST OF TRANSPORTATIONCOST OF COMMUNICATIONS
10X20X
100X
1,000X
500,000X
COST OF DATA STORAGE
AlpineNow.com
DISRUPTION #2
JUST GET THE DATA
AlpineNow.com
1.DEFINITION2.DISRUPTIONS3.BEST PRACTICES
AlpineNow.com
BEST PRACTICE #1DON’T BE
‘THAT’ DATA SCIENTIST
AlpineNow.com
MISSING 200,000 PEOPLE
MISSING 1.5 MILLION
MANAGERS & ANALYSTS
AlpineNow.com
DATA SCIENTIST, WHO ARE YOU?
What my FRIENDS think I do
What I REALLY doWhat INVESTORS think I do
What SOCIETY thinks I do
What my MOM thinks I do
What I think I do
12.14540 + 0.00117 winter rainfall + 0.0614 average growing
season temperature – 0.00386 harvest rainfall
Princeton economist Orley Ashenfleter predicts Bordeaux wine quality (and hence eventual price) using a model. Ashenfelter was right and Parker wrong about the ‘86 vintage, and the way-out-on-a-limb predictions Ashenfelter made about the sublime quality of the ‘89 and ‘90 wines turned out to be spot on.
1986 - ORLEY ASHENFLETER
2002 - PETER BRAND
2012 – ANDREW POLE
AlpineNow.com
YOU ARE THE FUTURE OF DATA SCIENCE
AlpineNow.com
BEST PRACTICE #1DON’T BE
‘THAT’ DATA SCIENTIST
BEST PRACTICE #2MARKETING MATTERS
010101101bias100110101010101001010110
01010110010101101010100110bias0101010
010101100101bias010101001101010101010
010101100101011010101001101010101010
01010110010101101010100110bias0101010
01010110010101bias0101001101010101010
0101011001010110101010011bias10101010
0101011001bias11010101001101bias101010
01010110010101101010bias1101010101010
0101011001bias11010101001101bias101010
010101100101bias010101001101010101010
AlpineNow.com
BEST PRACTICE #2MARKETING MATTERS
BEST PRACTICE #3GROWTH HACKING
AlpineNow.com
MORE?
AlpineNow.com
GO TO START.ALPINENOW.COM
AlpineNow.com
Related Documents
