The document discusses the rise of machine learning and analytics over time. It describes Cloudera's platform for machine learning and analytics, which can run on cloud, multi-cloud, and on-premises. The platform provides core services like data engineering, security, and workload management. It supports various machine learning workloads like predictive analytics, anomaly detection, and natural language. Cloudera also offers applied research services and a platform-as-a-service to help customers succeed with machine learning. The company has over 1000 customers across various industries who use its platform.

1. 1© Cloudera, Inc. All rights reserved.
Machine Learning, AI & the Future of Data Analytics
Dr. Amr Awadallah | Co-Founder, CTO | Cloudera

2. 2© Cloudera, Inc. All rights reserved.
We believe
data can make what is impossible
today, possible tomorrow

3. 3© Cloudera, Inc. All rights reserved.
Today
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100,000 years ago 10,000 1,000 100 10
Wave 1

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Today
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Wave 2

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Today
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Wave 3

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Today
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Wave 4

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Today
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Wave 5

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Today
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Wave 6

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Cost of compute
Data volume
Time
Machine
Learning
NO
Machine
Learning
1950s 1960s 1970s 1980s 1990s 2000s 2010s
Age of Machine Learning

10. 10© Cloudera, Inc. All rights reserved.
We deliver
the modern platform for machine learning and
analytics optimized for the cloud
RUNS ANYWHERE
Cloud
Multi-cloud
On-premises
SCALABLE
Elastic
Cost-effective
Lower TCO
ENTERPRISE GRADE
Secure
Performant
Compliant

11. 11© Cloudera, Inc. All rights reserved. 11
The modern platform for machine learning and analytics optimized for the cloud
EXTENSIBLE
SERVICES
CORE
SERVICES DATA
ENGINEERING
OPERATIONAL
DATABASE
ANALYTIC
DATABASE
DATA CATALOG
INGEST &
REPLICATION
SECURITY GOVERNANCE
WORKLOAD
MANAGEMENT
DATA
SCIENCE
NEW
OFFERINGS
Cloudera Enterprise
Amazon S3 Microsoft ADLS HDFS KUDU
STORAGE
SERVICES

12. 12© Cloudera, Inc. All rights reserved.
• Unified security – protects sensitive data with consistent
controls, even for transient and recurring workloads
• Consistent governance – enables secure self-service access
to all relevant data and increases compliance
• Easy workload management – increases user productivity and
boosts 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 services
Built for multi-function analytics | Optimized for cloud

13. 13© Cloudera, Inc. All rights reserved.
PATTERN
RECOGNITION
ANOMALY
DETECTION
PREDICTION
700+CUSTOMERS RUN
ON
DRIVE CUSTOMER INSIGHTS
Market segmentation
Customer 360
Next best offer
Churn analysis & prevention
PROTECT BUSINESS
Cybersecurity
Fraud
Anti-money laundering
Risk modeling & assessment
SPAM detection
CONNECT PRODUCTS & SERVICES
(IoT)
Predictive maintenance
Genomics & personalized medicine
Predicting and preventing disease
Natural language
The enterprise platform for machine learning

14. 14© Cloudera, Inc. All rights reserved. 14© Cloudera, Inc. All rights reserved.
Supports multiple languages — TensorFlow, R,
Python
Direct, secure access to production data
with Impala & Spark
Collaborative and reproducible data science
Accelerating data science and
ML from exploration to production
Continued machine
learning innovation

15. 15© Cloudera, Inc. All rights reserved.
Published research subscription service
Delivers cutting edge advances in applied ML / AI
Accelerates adoption in large enterprises
Drives demand for our platform
Applied research for machine
learning and data science
Continued machine
learning innovation
15© Cloudera, Inc. All rights reserved.

16. 16© Cloudera, Inc. All rights reserved.
Multi-cloud
Platform-as-a-Service
Powered by
16© Cloudera, Inc. All rights reserved.

17. 17© Cloudera, Inc. All rights reserved.
5 keys to success
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
17© Cloudera, Inc. All rights reserved.

18. 18© Cloudera, Inc. All rights reserved.
Adoption driven by large enterprises
1000+ customers
across all verticals
~600 Global 8000
customers
7/10 9/10 29 6/10 8/10
Top Global Top Global Top Global Top GlobalGovernment
customers
BANKING TELCO PUBLIC HEALTHCARE TECHNOLOGY

19. 19© Cloudera, Inc. All rights reserved.
DRIVE CUSTOMER INSIGHTS CONNECT PRODUCTS & SERVICES
(IoT)
PROTECT
BUSINESS
Powering predictive analytics to increase
performance and reduce fleet downtime
Creating new revenue streams with an
advanced anti-fraud solution
Cloudera powering data-driven customers
Applying Predictive Analytics to Retain
Human Capital & Monetize Data

20. 20© Cloudera, Inc. All rights reserved.
DRIVE CUSTOMER INSIGHTS CONNECT PRODUCTS & SERVICES
(IoT)
PROTECT
BUSINESS

21. 21© Cloudera, Inc. All rights reserved.
Thank you
@awadallah