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TRANSCRIPT
1 © Cloudera, Inc. All rights reserved.
CORPORATE OVERVIEWRussel Alexander | Territory Manager Southern Africa
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AGENDA
09:30 - Welcome and introduction – Russel Alexander
10:00 –A Pragmatic Approach to Data Ethics - Georgina Armstrong, Shoprite Group
10:45 – Coffee break
11:00 - What’s new from Cloudera – Manav Daby & Chris Darvill
11:45 - Cloud and Data Science Enablement in SA– Riedwaan Bassadien. Microsoft
12:15 – Lunch Break
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AGENDA
13:15 - FFL– The vision and challenge of applied machine learning – Chris Darvil
14:00 – Panel Discussion
14:45 – Coffee break
15:00 – GDPR/Governance/Machine Learning in today’s world – Jeff Fletcher
15: 45 – Wrap up and networking drinks
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of unstructured data is analyzed or
used at all (3)
THE DATA-DRIVEN ENTERPRISE
connected devices
more data
(2)
AN UNTAPPED OPPORTUNITY
(1)
of structured data is actively used in
making decisions (3)
1. IDC estimates that there will be 30B IoT and connected devices in 2020
2. IDC estimates that there will be 440x more data in 2020 than 2005
3. Harvard Business Review 2017
THE DATA ECONOMY
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THE MOST VALUABLE COMPANIES ARE DATA-DRIVEN
0
200
400
600
800
1 000
1 200
1 400
1 600
2007 2009 2011 2013 2015 2017
Market capitalization normalized growth ($B) 2007-17
Apple Google Microsoft Facebook Amazon S&P 500
Normalized 2007 =100
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DATA-DRIVEN COMPANIES ARE ACCELERATING IN VALUE
Source: Yahoo Finance and http://siblisresearch.com/data/total-market-cap-sp-500/
4%
14%
2007 2017
Change in S&P 500 share AAPL, GOOG, MSFT, AMZN, FB
66%
476%
S&P 500 AAPL, GOOG, MSFT,AMZN, FB
Market capitalization growth 2007-17
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WE EMPOWER PEOPLE TO TRANSFORM COMPLEX DATA INTO CLEAR AND ACTIONABLE INSIGHTS
CONNECT PRODUCTS & SERVICES (IoT)
GROW BUSINESS PROTECT BUSINESS
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WE DELIVER THE MODERN PLATFORM FOR MACHINE LEARNING AND ANALYTICS OPTIMIZED FOR THE CLOUD
SCALABLEENTERPRISE GRADE RUNS ANYWHERE
ü Elasticü Cost-effectiveü Lower TCO
ü Secureü Performantü Compliant
ü Cloudü Multi-cloudü On-premises
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MARKET DEVELOPMENT & PHASES OF GROWTH
BIG DATATECH
2008 2012
DATA PLATFORM
CIO & Data Admins
2016
ML, ANALYTICS& CLOUD
LOB & Data ScientistsIT early adopters
& Developers
2020
DIGITAL TRANSFORMATION
powered by data
C-suite & Boards
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TOP GLOBAL
ADOPTION DRIVEN BY LARGE ENTERPRISES
TOP GLOBAL TOP GLOBAL TOP GLOBALCOUNTRIES WITH GOV CUSTOMERS
BANKING TELCO HEALTHCARE TECHNOLOGYPUBLIC
Customers across all verticals
539 Customers with $100K+ Software ARR
Plant the flaginternational strategy
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TOP INDUSTRY VERTICALS
BANKING
• Fraud detection• Anti-money
laundering• Spend analytics
• Barclays• Bank of America• Citi
HEALTHCARE
• Patient care (IoT)• Genomics research• Regulatory
compliance
• GlaxoSmithKline• Symphony Health• Sharp Healthcare
TECHNOLOGY
• Customer analytics• Threat detection• Predictive support
• Cisco• Intel• NetApp
TELCO
• Churn analysis• Customer care• Network
optimization
• Comcast• British Telecom• Bharti Airtel
MANUFACTURING
• Predictive maintenance (IoT)
• Supply chain optimization
• Remote monitoring
• Navistar• Faurecia• Sikorsky
USE CASES
CUSTOMERS
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MODERN DATA ARCHITECTURE ML / AI
(DATA SCIENCE)ANALYTICS
CLOUD STORAGE ON-PREMISES STORAGE
MANAGEMENT & SECURITY
DATA
ENGINEERING
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CLOUDERA ENTERPRISE DATA PLATFORM
The modern platform for machine learning & analytics optimized for the cloud
WORKLOADS 3RD PARTY SERVICES
DATA ENGINEERING
DATA SCIENCE
DATA WAREHOUSE
OPERATIONAL DATABASE
DATA CATALOG
GOVERNANCESECURITY LIFECYCLE MANAGEMENT
STORAGE Microsoft
ADLS
COMMON SERVICES
HDFSAmazon
S3
CONTROL PLANE
KUDU
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ENTERPRISE-PROVEN MACHINE LEARNING AND ANALYTICS
MACHINE LEARNINGPattern recognitionAnomaly detectionPrediction
CustomersRun on Cloudera
ANALYTICSSelf-service intelligenceModern data warehouseSecure reporting
CustomersRun IMPALA on Cloudera
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MODERN DATA WAREHOUSING AT CLOUDERA
We enable users to share petabytes of verified data across thousands of users while maintaining SLAs and minimizing costs
● Ultimate hybrid choice
● Self-service analytics
● No data copies or moves
We deliver the data warehouse for the cloud era.
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Research & Discovery
Textual + Relational Data Correlation & Analytics
Operations
Web log & IoT data Reporting & Analytics
Optimization
Offload EDWs Migrate Data Marts
MODERN DATA WAREHOUSE USE CASES
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NEW! CLOUDERA ALTUS DATA WAREHOUSE*First cloud data warehouse with a scale-up architecture that routinely handles 50PB
• Bring the warehouse to the data with zero copy simplicity
• Use your security policies with your data - no proprietary stacks
• Apply enterprise governance to transient workloads
• Shared data experience, SDX, for analytic, ML & real-time workloads
• Ultimate hybrid choice - storage, compute & control - H3
• Optimized for Azure & AWS
* available soon!
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NEW! CLOUDERA WORKLOAD XMDeliver an extraordinary analytics experience with intelligent workload management
• Consolidate data marts and warehouses faster, without risking existing
workloads.
• Eliminate missed SLAs and slow queries
• Reduce downtime with faster troubleshooting
• Efficiently reallocate or scale resources
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MACHINE
LEARNING AT
CLOUDERA
We empower our customers to
run their business on data with an
open platform:
● Your data
● Open algorithms
● Running anywhere
We accelerate enterprise data science.
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OUR APPROACH
REALITY
Fast Forward LabsExpert advice & practical tools
CONTINUITY
Cloudera Enterprise with SDX A unified foundation
PRODUCTIVITY
Data Science WorkbenchCollaborative self-service
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ENTERPRISE MACHINE LEARNINGPLATFORM
• Open platform• Complete lifecycle• Team collaboration• Enterprise ready• Runs anywhere
DATA SCIENCE WORKBENCH
CLOUD ON-PREMISES
SPARK | IMPALA | GPUs | CPUs
ADLSS3 HDFSSTORAGE
COMPUTE
ALGORITHMS
OPEN SOURCE & VENDOR
ECOSYSTEM
EXPLORATORYANALYSIS
SOLUTIONS | USE CASES | UXDATA APPS
KUDU
DATA SCIENCE WORKBENCHPRODUCTION
THANK YOU