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Page 1: 1 © Cloudera, Inc. All rights reserved. · 4 © Cloudera, Inc. All rights reserved. AGENDA 13:15 - FFL– The vision and challenge of applied machine learning – Chris Darvil 14:00

1 © Cloudera, Inc. All rights reserved.

Page 2: 1 © Cloudera, Inc. All rights reserved. · 4 © Cloudera, Inc. All rights reserved. AGENDA 13:15 - FFL– The vision and challenge of applied machine learning – Chris Darvil 14:00

CORPORATE OVERVIEWRussel Alexander | Territory Manager Southern Africa

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3 © Cloudera, Inc. All rights reserved.

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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4 © Cloudera, Inc. All rights reserved.

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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5 © Cloudera, Inc. All rights reserved.

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6 © Cloudera, Inc. All rights reserved.

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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7 © Cloudera, Inc. All rights reserved.

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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8 © Cloudera, Inc. All rights reserved.

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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9 © Cloudera, Inc. All rights reserved.

WE EMPOWER PEOPLE TO TRANSFORM COMPLEX DATA INTO CLEAR AND ACTIONABLE INSIGHTS

CONNECT PRODUCTS & SERVICES (IoT)

GROW BUSINESS PROTECT BUSINESS

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10 © Cloudera, Inc. All rights reserved.

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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11 © Cloudera, Inc. All rights reserved.

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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12 © Cloudera, Inc. All rights reserved.

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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13 © Cloudera, Inc. All rights reserved.

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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14 © Cloudera, Inc. All rights reserved.

MODERN DATA ARCHITECTURE ML / AI

(DATA SCIENCE)ANALYTICS

CLOUD STORAGE ON-PREMISES STORAGE

MANAGEMENT & SECURITY

DATA

ENGINEERING

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15 © Cloudera, Inc. All rights reserved.

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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16 © Cloudera, Inc. All rights reserved.

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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17 © Cloudera, Inc. All rights reserved.

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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18 © Cloudera, Inc. All rights reserved.

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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19 © Cloudera, Inc. All rights reserved.

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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20 © Cloudera, Inc. All rights reserved.

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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21 © Cloudera, Inc. All rights reserved.

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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22 © Cloudera, Inc. All rights reserved.

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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23 © Cloudera, Inc. All rights reserved.

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

Page 24: 1 © Cloudera, Inc. All rights reserved. · 4 © Cloudera, Inc. All rights reserved. AGENDA 13:15 - FFL– The vision and challenge of applied machine learning – Chris Darvil 14:00

THANK YOU