machine learning, artificial intelligence and the future ..._ai... · (iot) 30b connected devices...
TRANSCRIPT
![Page 1: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/1.jpg)
© Cloudera, Inc. All rights reserved. 4
Machine Learning, Artificial Intelligence and the Future of Big Data Analytics
Amy O’Connor | Big Data Evangelist, Cloudera
![Page 2: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/2.jpg)
5© Cloudera, Inc. All rights reserved.`
<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
![Page 3: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/3.jpg)
6© Cloudera, Inc. All rights reserved.
The data economy
![Page 4: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/4.jpg)
7© Cloudera, Inc. All rights reserved.
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
![Page 5: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/5.jpg)
© Cloudera, Inc. All rights reserved. 8
We believedata can make what is impossible
today, possible tomorrow
![Page 6: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/6.jpg)
We empowerpeople to transform complex data into clear and actionable insights
DRIVE MISSION INSIGHTS
CONNECT PRODUCTS & SERVICES
(IoT)
PROTECT YOUR ASSETS
© Cloudera, Inc. All rights reserved. 6
![Page 7: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/7.jpg)
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
© Cloudera, Inc. All rights reserved. 7
![Page 8: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/8.jpg)
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
© Cloudera, Inc. All rights reserved. 8
![Page 9: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/9.jpg)
© 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
![Page 10: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/10.jpg)
Adoption driven by large enterprises
1000+ customers across all verticals
~500 Global 8000 customers
7/10Top Global
© Cloudera, Inc. All rights reserved. 10
9/10Top Global
8/10Top Global
27 6/10Countries with Top Global Governmentcustomers
BANKING TELCO PUBLIC HEALTHCARE TECHNOLOGY
![Page 11: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/11.jpg)
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
© Cloudera, Inc. All rights reserved. 11
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
![Page 12: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/12.jpg)
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
© Cloudera, Inc. All rights reserved. 12
![Page 13: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/13.jpg)
• 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
© Cloudera, Inc. All rights reserved. 13
![Page 14: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/14.jpg)
Cloudera bridges the operational and productivity gaps between enterprise
datacenters and public clouds.
© Cloudera, Inc. All rights reserved. 14
![Page 15: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/15.jpg)
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
© Cloudera, Inc. All rights reserved. 15
![Page 16: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/16.jpg)
Data-driven journey
BUSINESS VALUEUS
E CA
SETY
PES
VISIBILITY
SIMPLE
SELF-SERVICE
BUSINESSTRANSFORMATION
COMPLEX
© Cloudera, Inc. All rights reserved. 16
STRATEGICTACTICAL
![Page 17: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/17.jpg)
5 keys to success
© Cloudera, Inc. All rights reserved. 20© Cloudera, Inc. All rights reserved. 20
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
![Page 18: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/18.jpg)
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
© Cloudera, Inc. All rights reserved. 18
![Page 19: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/19.jpg)
• Modern, enterprise platform
• Open partner ecosystem
• Customer successMachine learning and analytics optimized for thecloud
© Cloudera, Inc. All rights reserved. 19
![Page 20: Machine Learning, Artificial Intelligence and the Future ..._ai... · (IoT) 30B connected devices 440x more data Transformation of ITinfrastructure open source cloud machine learning](https://reader033.vdocument.in/reader033/viewer/2022060208/5f0418517e708231d40c4b60/html5/thumbnails/20.jpg)
Thank you
© Cloudera, Inc. All rights reserved. 20