machine learning, artificial intelligence and the future ..._ai... · (iot) 30b connected devices...
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Machine Learning, Artificial Intelligence and the Future of Big Data Analytics
Amy O’Connor | Big Data Evangelist, Cloudera
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<1%of unstructured data
is analyzed orused at all
<50%of structured datais actively used inmaking decisions
80%of analysts’ time
is spent discovering and preparing data
>70%of employees have access to data they
should NOT
Extracting value from data – an untapped opportunity
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The data economy
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The data-driven enterprise
Explosion of data and devices(IoT)
30Bconnected
devices
440xmore data
Transformation of IT infrastructure
opensource
cloud
machine learning
$200Btotal
market1
1 IDC Worldwide Big Data and Business Analytics Market Through 2020
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We believedata can make what is impossible
today, possible tomorrow
We empowerpeople to transform complex data into clear and actionable insights
DRIVE MISSION INSIGHTS
CONNECT PRODUCTS & SERVICES
(IoT)
PROTECT YOUR ASSETS
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We deliverthe modern platform for machine learning and
analytics optimized for the cloud
ENTERPRISEG✓RSAeDcEure✓ Performant✓ Compliant
SCALABLE✓Elastic✓ Cost-effective✓ Lower TCO
RUNSA✓NCYWlouHdERE✓ Multi-cloud✓ On-premises
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PREDICTIONSECURE
REPORTING
REAL-TIME ANALYTICS
MACHINE LEARNING
PATTERN RECOGNITIO
N
ANOMALY DETECTIO
N
ANALYTICS
SELF-SERVICEINTELLIGENCE
Enterprise-proven machine learning and analytics
700+CUSTOMERS RUN
ON
750+CUSTOMERS RUN
ON
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© Cl©ouCdleourad,eIrna,cI.nAc.llArillgrhigtshtrserseeservrveedd.. 12
Customer successLarge enterprises fueling growth
Expansion driven by data and new
use cases
Cloudera at-a-glance
Open partnerBest nofebrtewedosroklutions
Vast ecosystem of solution &
service providers
First to marketOpen source innovation
Global team doing business in28 countries
Big data innovators from Google,
Yahoo and Oracle
3000partners++
140%net expansion
+48%customer
growthLast 4 yearsGlobal 8000 customers
2008 1600founded Clouderans
Adoption driven by large enterprises
1000+ customers across all verticals
~500 Global 8000 customers
7/10Top Global
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9/10Top Global
8/10Top Global
27 6/10Countries with Top Global Governmentcustomers
BANKING TELCO PUBLIC HEALTHCARE TECHNOLOGY
DRIVE MISSION INSIGHTS CONNECT PRODUCTS & SERVICES (IoT)
PROTECT YOUR ASSETS
Cloudera powering data-driven customers
State of Ohio
Applying data visualization to enhancecitizen services statewide
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Kentucky Transportation Cabinet
Enabling real-time response to inclement weather while enhancing citizen and road
safety
Agriculture Agency
Using predictive analytics to improve cybersecurity incident detection and response
Cloudera EnterpriseThe modern platform for machine learning and analytics optimized for the cloud
EXTENSIBLE SERVICES
CORE SERVICES DATA
ENGINEERIN G
OPERATIONA L DATABASE
ANALYTIC DATABASE
DATA CATALOG
INGEST &REPLICATIONSECURITY GOVERNANCE WORKLOAD
MANAGEMENT
DATA SCIENCE
Amazon S3
Microsoft ADLS
HDF S
KUD U
STORAGE SERVICES
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• Unified security – protects sensitive data with consistent controls, even for transient and recurring workloads
• Consistent governance – enables secure self-service accessto all relevant data and increases compliance
• Easy workload management – increases user productivity andboosts job predictability
• Flexible ingest and replication – aggregates a single copy of all data, provides disaster recovery, and eases migration
• Shared catalog – defines and preserves structure and business context of data for new applications and partner solutions
Open platform servicesBuilt for multi-function analytics | Optimized for cloud
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Cloudera bridges the operational and productivity gaps between enterprise
datacenters and public clouds.
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Run anywhere. Deploy any way.
Simple Unified Enterprise
Proven at scale Trusted security
Hybrid or multi cloud Platform-as-a-Service
Simplifies operations Works with your tools
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Data-driven journey
BUSINESS VALUEUS
E CA
SETY
PES
VISIBILITY
SIMPLE
SELF-SERVICE
BUSINESSTRANSFORMATION
COMPLEX
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STRATEGICTACTICAL
5 keys to success
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1) Build a data-driven culture
2) Develop the right team and skills
3) Be agile/lean in development
4) Leverage DevOps for production
5) Right-size data governance
World-class training, services, and support
3 top big data certifications
Cloudera University
Fastest route from zero to production
Professional Services
SCP-certified support anywhere in the world
Cloudera Support
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• Modern, enterprise platform
• Open partner ecosystem
• Customer successMachine learning and analytics optimized for thecloud
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Thank you
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