5 simple steps to unleash big data talend connect

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5 Simple Steps for Unleashing the Power of Big Data and Machine

Learning

©2016 Talend Inc #TalendConnect

Making Sense of Volume & Complexity

©2016 Talend Inc #TalendConnect #TalendConnect

Challenges In Becoming Fully Data-‐Driven

Lack of skillsets

Sample of data instead of all data

Long 3me to put a model into produc3on (weeks/months)

Analy3cs models change frequently requiring system updates

Many tasks are unproduc3ve hand-‐coding

1

2

3

4

5

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Automa3on brings speed and agility No longer reserved to the happy few Unleash the full power of Big Data

The Importance of Data Science & Machine Learning

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How to Turn Data Science Into ProducHon?

Need to move from deploying models in months to days/hours

DJ Pa3l, U.S. Chief Data Scien3st at White House Office

The IT team

Iterate & Collaborate

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Bridging the Gap Between Data Science & IT

Create/tune/train predic3ons,

models, scores

Opera3onalize analy3cs

Con3nuous delivery

Full access to data lake for modeling

Data Scien3st

IT

Shorten 3me for IT teams to deliver

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“Adapt or Die”


Camera Tracking Systems

An array of cameras around the field capture the players and ball posi3ons LIVE

Used by the NBA since 2011-‐2012

Tennis “hawk eye”


aggregate the speed and distance run of each player IN REAL TIME

Our goal:

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•  The camera array sends a feed of 25 frames per second •  Each frame captures the x,y,z coordinates of every player •  A live feed of sport data is actually prefy serious Big Data!

Challenges

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Demo Architecture

Database

Inges3on Process Store Visualize Deliver

ALL designed in Talend


Next Step: From Analysis to PredicHon

Team stats Who is the most likely to score next? Which team is going to win?

Individual players stats Which player needs a rest? Which players are being traded (à bring in historical data)


Asset Performance Management eCommerce opHmizaHon

Precision Farming Smart Buildings & CiHes

Back to the Enterprise World


5 Steps to Become Fully Data-‐Driven = Insights & Value GOAL

Access to Everything 1

Collaborate 2

ConHnuous Delivery 3

Combine Historical + New 4

Batch + Real-‐Time 5


Real-‐Time Big Data Sandbox Download your Free Sandbox

hfp://www.talend.com/products/real-‐3me-‐big-‐data


THANK YOU!

5 simple steps to unleash big data talend connect

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