Unleash the Power of Big Data and Machine Learning

1©2016 Talend Inc

Unleash the Power of Big Data and Machine LearningIsabelle NuageDir. Product Marketing Big Data

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Making Sense of Volume & Complexity

https://offshoreleaks.icij.org/

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The Data-Driven Imperative

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Trends in Data-driven Enterprises

Smart Sensors & Devices

Customer Intimacy

Digital Transformation

2016 Revenues

YoYGrowth

Faster Data Better DataNew Data

Opportunities

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SUPPLIERS

CUSTOMERS

CLOUD

SENSORS

PREMISE

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SUPPLIERS

CUSTOMERS

CLOUD

SENSORS

PREMISE

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Challenges In Becoming Fully Data-Driven

Lack of skillsets

Only using sample data

Takes to long to deploy a data model

Analytics models change frequently

Unproductive hand-coding

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How to Turn Data Science Into Production?

DJ Patil, U.S. Chief Data Scientist at White House Office

The IT team

Iterate & Collaborate

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Bridging the Gap Between Data Science & IT

Create/tune/train predictions,

models, scores

Operationalizeanalytics

Continuousdelivery

Full access todata lake for

modeling

DataScientist

IT Shorten time for IT teams to deliver

#TalendConnect

10“Adapt or Die”

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Camera Tracking Systems

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

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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 pretty serious Big Data!

Challenges

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Demo Architecture

Database

Ingestion Process Store VisualizeDeliver

ALL designed in Talend

15©2015 Talend Inc

Demo

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Next Step: From Analysis to Prediction

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(Æ bring in historical data)

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Predictive Maintenance eCommerce Optimization

Precision Farming Smart Buildings & Cities

Back to the Enterprise

World

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5 Steps to Become Fully Data-Driven

= Insights & ValueGOAL

Access to Everything1

Collaborate 2

Continuous Delivery3

Combine Historical + New4

Batch + Real-Time5

192006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016(Revenue Growth)

DataIntegration

Master DataManagement

DataQuality

Big Data

ApplicationIntegration

Hadoop 2.0

Spark & Cloud

• The most advanced Big Data integration platform

• 10X faster development

• One solution for batch & streaming

• Deploy machine learning in minutes

Talend: A History of InnovationData

Preparation1st to market for Spark

1st to deliver a DI and AI platform

1st ETL open source tool

1st on YARN & Hadoop 2.0

20©2016 Talend Inc

Real-Time Big Data SandboxDownload your Free Sandbox

http://www.talend.com/products/real-time-big-data

21©2015 Talend Inc

THANK YOU!