SlideShare a Scribd company logo
The 6th Wave of Automation: Automation of
Decisions | Cloudera Analytics & Machine
Learning in the Cloud
Dr. Amr Awadallah | Founder and Chief Technology Officer
2© Cloudera, Inc. All rights reserved.
We believe
data can make what is impossible
today, possible tomorrow
3© Cloudera, Inc. All rights reserved.
10,000100,000
YEARS AGO
1,000 100 10 TODAY
WAVE 1
LOG (TIME)
AUTOMATION OF KNOWLEDGE TRANSFER
100K years
4© Cloudera, Inc. All rights reserved.
WAVE 2
10,000100,000
YEARS AGO
1,000 100 10 TODAY
LOG (TIME)
AUTOMATION OF FOOD
10K years
5© Cloudera, Inc. All rights reserved.
WAVE 3
10,000100,000
YEARS AGO
1,000 100 10 TODAY
LOG (TIME)
AUTOMATION OF DISCOVERY
3000 years
6© Cloudera, Inc. All rights reserved.
WAVE 4
10,000100,000
YEARS AGO
1,000 100 10 TODAY
LOG (TIME)
AUTOMATION OF MAKING STUFF
250 years
7© Cloudera, Inc. All rights reserved.
WAVE 5
10,000100,000
YEARS AGO
1,000 100 10 TODAY
LOG (TIME)
AUTOMATION OF PROCESSES
IMAGE: © Wikimedia
70 years
8© Cloudera, Inc. All rights reserved.
WAVE 6
10,000100,000
YEARS AGO
1,000 100 10 TODAY
LOG (TIME)
AUTOMATION OF DECISIONS
10 years
9© Cloudera, Inc. All rights reserved.
Cost of compute
Data volume
Time
Machine
Learning
NO
Machine
Learning
1950s 1960s 1970s 1980s 1990s 2000s 2010s
Age of Machine Learning
10© 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
Key Machine Learning Business Themes
11© Cloudera, Inc. All rights reserved.
We deliver
the modern platform for machine learning and
analytics optimized for the cloud
ENTERPRISE GRADE
 Secure
 Performant
 Compliant
SCALABLE
 Elastic
 Cost-effective
 Lower TCO
RUNS ANYWHERE
 Cloud
 Multi-cloud
 On-premises
12© Cloudera, Inc. All rights reserved. 12
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
13© 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
Shared Data Experience: Open Platform Services
Built for multi-function analytics | Optimized for cloud
14© Cloudera, Inc. All rights reserved.
• High-performance SQL for exploration and self-service BI
• Flexibility to iterate with more data and more use cases
• Go beyond SQL for shared data with open standard tools
• Data warehouse optimization of your existing databases
• Cost-effectively scale on-premises and in the cloud
Bring High-performance SQL Analytics to Big Data
ANALYTIC
DATABASE
15© Cloudera, Inc. All rights reserved.
For data scientists:
• Open data science, your way
Use R, Python, or Scala
• No need to sample
Directly access data in secure
clusters via Spark & Impala
• Reproducible, collaborative
research
Share with your whole team
Accelerate Data Science from Exploration to Production
For IT professionals:
• Bring analysis to the data
Give data science team the
freedom to work how they want,
when they want
• Secure by default
Stay compliant with out-of-the-
box Hadoop security
• Flexible deployment
On-premises or in the cloud
DATA
SCIENCE
16© Cloudera, Inc. All rights reserved.
• Serve real-time data at scale for real-time decision making
• Aggregate relational, NoSQL, structured & unstructured data
• Stream processing & analytics on changing operational data
• Leverage linear performance scalability and predictable TCO
• Deliver a secure, low-latency, high-concurrency experience
Extract Real-Time Insights from Big Data
OPERATIONAL
DATABASE
17© Cloudera, Inc. All rights reserved.
• High velocity real-time data ingest
• Ingest data from all sources and of all types
• Integrated batch and streaming
• Powerful full-text search
• Familiar user languages – SQL, Java, Python & Scala
• Fault-tolerant and high-performance processing of continuous
streams of data
Streamline and Simplify Big Data Processing
DATA
ENGINEERING
18© Cloudera, Inc. All rights reserved.
Multi-cloud
Platform-as-a-Service
Poweredby
18© Cloudera, Inc. All rights reserved.
19© Cloudera, Inc. All rights reserved.
20© Cloudera, Inc. All rights reserved. 20© 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
Machine Learning
Innovation
21© Cloudera, Inc. All rights reserved.
Published research subscription service
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
21© Cloudera, Inc. All rights reserved.
22© Cloudera, Inc. All rights reserved. 22© Cloudera, Inc. All rights reserved.
Cloudera At-a-Glance
Customersuccess
Large enterprises fueling growth
48% 140%+
customergrowth netexpansion
Last 4 years Global
8000 customers
Expansion driven
by data and new
use cases
Openpartnernetwork
Best of breed solutions
3000+
partners
Vast ecosystem
of solution &
service providers
Firsttomarket
Open source innovation
2008
founded
1600+
Clouderans
Global team doing
business in
28 countries
Big data innovators
from Google,
Yahoo and Oracle
23© 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
24© Cloudera, Inc. All rights reserved.
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
25© 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
26© Cloudera, Inc. All rights reserved.
27© Cloudera, Inc. All rights reserved.
Thank you
@awadallah

More Related Content

What's hot

Comment développer une stratégie Big Data dans le cloud public avec l'offre P...
Comment développer une stratégie Big Data dans le cloud public avec l'offre P...Comment développer une stratégie Big Data dans le cloud public avec l'offre P...
Comment développer une stratégie Big Data dans le cloud public avec l'offre P...
Cloudera, Inc.
 
Introducing Workload XM 8.7.18
Introducing Workload XM 8.7.18Introducing Workload XM 8.7.18
Introducing Workload XM 8.7.18
Cloudera, Inc.
 
Cloud Data Warehousing with Cloudera Altus 7.24.18
Cloud Data Warehousing with Cloudera Altus 7.24.18Cloud Data Warehousing with Cloudera Altus 7.24.18
Cloud Data Warehousing with Cloudera Altus 7.24.18
Cloudera, Inc.
 
Leveraging the Cloud for Big Data Analytics 12.11.18
Leveraging the Cloud for Big Data Analytics 12.11.18Leveraging the Cloud for Big Data Analytics 12.11.18
Leveraging the Cloud for Big Data Analytics 12.11.18
Cloudera, Inc.
 
Modern Data Warehouse Fundamentals Part 3
Modern Data Warehouse Fundamentals Part 3Modern Data Warehouse Fundamentals Part 3
Modern Data Warehouse Fundamentals Part 3
Cloudera, Inc.
 
Leveraging the cloud for analytics and machine learning 1.29.19
Leveraging the cloud for analytics and machine learning 1.29.19Leveraging the cloud for analytics and machine learning 1.29.19
Leveraging the cloud for analytics and machine learning 1.29.19
Cloudera, Inc.
 
Data Driven With the Cloudera Modern Data Warehouse 3.19.19
Data Driven With the Cloudera Modern Data Warehouse 3.19.19Data Driven With the Cloudera Modern Data Warehouse 3.19.19
Data Driven With the Cloudera Modern Data Warehouse 3.19.19
Cloudera, Inc.
 
Cloudera SDX
Cloudera SDXCloudera SDX
Cloudera SDX
Cloudera, Inc.
 
Self-service Big Data Analytics on Microsoft Azure
Self-service Big Data Analytics on Microsoft AzureSelf-service Big Data Analytics on Microsoft Azure
Self-service Big Data Analytics on Microsoft Azure
Cloudera, Inc.
 
How to Build Continuous Ingestion for the Internet of Things
How to Build Continuous Ingestion for the Internet of ThingsHow to Build Continuous Ingestion for the Internet of Things
How to Build Continuous Ingestion for the Internet of Things
Cloudera, Inc.
 
Edc event vienna presentation 1 oct 2019
Edc event vienna presentation 1 oct 2019Edc event vienna presentation 1 oct 2019
Edc event vienna presentation 1 oct 2019
Cloudera, Inc.
 
Big data journey to the cloud 5.30.18 asher bartch
Big data journey to the cloud 5.30.18   asher bartchBig data journey to the cloud 5.30.18   asher bartch
Big data journey to the cloud 5.30.18 asher bartch
Cloudera, Inc.
 
Introducing Cloudera Data Science Workbench for HDP 2.12.19
Introducing Cloudera Data Science Workbench for HDP 2.12.19Introducing Cloudera Data Science Workbench for HDP 2.12.19
Introducing Cloudera Data Science Workbench for HDP 2.12.19
Cloudera, Inc.
 
How komatsu is driving operational efficiencies using io t and machine learni...
How komatsu is driving operational efficiencies using io t and machine learni...How komatsu is driving operational efficiencies using io t and machine learni...
How komatsu is driving operational efficiencies using io t and machine learni...
Cloudera, Inc.
 
Build a modern platform for anti-money laundering 9.19.18
Build a modern platform for anti-money laundering 9.19.18Build a modern platform for anti-money laundering 9.19.18
Build a modern platform for anti-money laundering 9.19.18
Cloudera, Inc.
 
Introducing the data science sandbox as a service 8.30.18
Introducing the data science sandbox as a service 8.30.18Introducing the data science sandbox as a service 8.30.18
Introducing the data science sandbox as a service 8.30.18
Cloudera, Inc.
 
Data Drive Applications_Webinar
Data Drive Applications_WebinarData Drive Applications_Webinar
Data Drive Applications_Webinar
Sean Spediacci
 
Modern Data Warehouse Fundamentals Part 2
Modern Data Warehouse Fundamentals Part 2Modern Data Warehouse Fundamentals Part 2
Modern Data Warehouse Fundamentals Part 2
Cloudera, Inc.
 
Big data journey to the cloud rohit pujari 5.30.18
Big data journey to the cloud   rohit pujari 5.30.18Big data journey to the cloud   rohit pujari 5.30.18
Big data journey to the cloud rohit pujari 5.30.18
Cloudera, Inc.
 
Data Science and Machine Learning for the Enterprise
Data Science and Machine Learning for the EnterpriseData Science and Machine Learning for the Enterprise
Data Science and Machine Learning for the Enterprise
Cloudera, Inc.
 

What's hot (20)

Comment développer une stratégie Big Data dans le cloud public avec l'offre P...
Comment développer une stratégie Big Data dans le cloud public avec l'offre P...Comment développer une stratégie Big Data dans le cloud public avec l'offre P...
Comment développer une stratégie Big Data dans le cloud public avec l'offre P...
 
Introducing Workload XM 8.7.18
Introducing Workload XM 8.7.18Introducing Workload XM 8.7.18
Introducing Workload XM 8.7.18
 
Cloud Data Warehousing with Cloudera Altus 7.24.18
Cloud Data Warehousing with Cloudera Altus 7.24.18Cloud Data Warehousing with Cloudera Altus 7.24.18
Cloud Data Warehousing with Cloudera Altus 7.24.18
 
Leveraging the Cloud for Big Data Analytics 12.11.18
Leveraging the Cloud for Big Data Analytics 12.11.18Leveraging the Cloud for Big Data Analytics 12.11.18
Leveraging the Cloud for Big Data Analytics 12.11.18
 
Modern Data Warehouse Fundamentals Part 3
Modern Data Warehouse Fundamentals Part 3Modern Data Warehouse Fundamentals Part 3
Modern Data Warehouse Fundamentals Part 3
 
Leveraging the cloud for analytics and machine learning 1.29.19
Leveraging the cloud for analytics and machine learning 1.29.19Leveraging the cloud for analytics and machine learning 1.29.19
Leveraging the cloud for analytics and machine learning 1.29.19
 
Data Driven With the Cloudera Modern Data Warehouse 3.19.19
Data Driven With the Cloudera Modern Data Warehouse 3.19.19Data Driven With the Cloudera Modern Data Warehouse 3.19.19
Data Driven With the Cloudera Modern Data Warehouse 3.19.19
 
Cloudera SDX
Cloudera SDXCloudera SDX
Cloudera SDX
 
Self-service Big Data Analytics on Microsoft Azure
Self-service Big Data Analytics on Microsoft AzureSelf-service Big Data Analytics on Microsoft Azure
Self-service Big Data Analytics on Microsoft Azure
 
How to Build Continuous Ingestion for the Internet of Things
How to Build Continuous Ingestion for the Internet of ThingsHow to Build Continuous Ingestion for the Internet of Things
How to Build Continuous Ingestion for the Internet of Things
 
Edc event vienna presentation 1 oct 2019
Edc event vienna presentation 1 oct 2019Edc event vienna presentation 1 oct 2019
Edc event vienna presentation 1 oct 2019
 
Big data journey to the cloud 5.30.18 asher bartch
Big data journey to the cloud 5.30.18   asher bartchBig data journey to the cloud 5.30.18   asher bartch
Big data journey to the cloud 5.30.18 asher bartch
 
Introducing Cloudera Data Science Workbench for HDP 2.12.19
Introducing Cloudera Data Science Workbench for HDP 2.12.19Introducing Cloudera Data Science Workbench for HDP 2.12.19
Introducing Cloudera Data Science Workbench for HDP 2.12.19
 
How komatsu is driving operational efficiencies using io t and machine learni...
How komatsu is driving operational efficiencies using io t and machine learni...How komatsu is driving operational efficiencies using io t and machine learni...
How komatsu is driving operational efficiencies using io t and machine learni...
 
Build a modern platform for anti-money laundering 9.19.18
Build a modern platform for anti-money laundering 9.19.18Build a modern platform for anti-money laundering 9.19.18
Build a modern platform for anti-money laundering 9.19.18
 
Introducing the data science sandbox as a service 8.30.18
Introducing the data science sandbox as a service 8.30.18Introducing the data science sandbox as a service 8.30.18
Introducing the data science sandbox as a service 8.30.18
 
Data Drive Applications_Webinar
Data Drive Applications_WebinarData Drive Applications_Webinar
Data Drive Applications_Webinar
 
Modern Data Warehouse Fundamentals Part 2
Modern Data Warehouse Fundamentals Part 2Modern Data Warehouse Fundamentals Part 2
Modern Data Warehouse Fundamentals Part 2
 
Big data journey to the cloud rohit pujari 5.30.18
Big data journey to the cloud   rohit pujari 5.30.18Big data journey to the cloud   rohit pujari 5.30.18
Big data journey to the cloud rohit pujari 5.30.18
 
Data Science and Machine Learning for the Enterprise
Data Science and Machine Learning for the EnterpriseData Science and Machine Learning for the Enterprise
Data Science and Machine Learning for the Enterprise
 

Similar to The 6th Wave of Automation: Automation of Decisions | Cloudera Analytics & Machine Learning in the Cloud

Unlocking data science in the enterprise - with Oracle and Cloudera
Unlocking data science in the enterprise - with Oracle and ClouderaUnlocking data science in the enterprise - with Oracle and Cloudera
Unlocking data science in the enterprise - with Oracle and Cloudera
Cloudera, Inc.
 
Data Science in Enterprise
Data Science in EnterpriseData Science in Enterprise
Data Science in Enterprise
Josh Yeh
 
Part 1: Introducing the Cloudera Data Science Workbench
Part 1: Introducing the Cloudera Data Science WorkbenchPart 1: Introducing the Cloudera Data Science Workbench
Part 1: Introducing the Cloudera Data Science Workbench
Cloudera, Inc.
 
High-Performance Analytics in the Cloud with Apache Impala
High-Performance Analytics in the Cloud with Apache ImpalaHigh-Performance Analytics in the Cloud with Apache Impala
High-Performance Analytics in the Cloud with Apache Impala
Cloudera, Inc.
 
Cloudera Analytics and Machine Learning Platform - Optimized for Cloud
Cloudera Analytics and Machine Learning Platform - Optimized for Cloud Cloudera Analytics and Machine Learning Platform - Optimized for Cloud
Cloudera Analytics and Machine Learning Platform - Optimized for Cloud
Stefan Lipp
 
Capgemini Leap Data Transformation Framework with Cloudera
Capgemini Leap Data Transformation Framework with ClouderaCapgemini Leap Data Transformation Framework with Cloudera
Capgemini Leap Data Transformation Framework with Cloudera
Capgemini
 
Turning Data into Business Value with a Modern Data Platform
Turning Data into Business Value with a Modern Data PlatformTurning Data into Business Value with a Modern Data Platform
Turning Data into Business Value with a Modern Data Platform
Cloudera, Inc.
 
Edge to AI: Analytics from Edge to Cloud with Efficient Movement of Machine ...
Edge to AI:  Analytics from Edge to Cloud with Efficient Movement of Machine ...Edge to AI:  Analytics from Edge to Cloud with Efficient Movement of Machine ...
Edge to AI: Analytics from Edge to Cloud with Efficient Movement of Machine ...
Timothy Spann
 
The 5 Biggest Data Myths in Telco: Exposed
The 5 Biggest Data Myths in Telco: ExposedThe 5 Biggest Data Myths in Telco: Exposed
The 5 Biggest Data Myths in Telco: Exposed
Cloudera, Inc.
 
Cloudera Big Data Integration Speedpitch at TDWI Munich June 2017
Cloudera Big Data Integration Speedpitch at TDWI Munich June 2017Cloudera Big Data Integration Speedpitch at TDWI Munich June 2017
Cloudera Big Data Integration Speedpitch at TDWI Munich June 2017
Stefan Lipp
 
Part 2: Cloudera’s Operational Database: Unlocking New Benefits in the Cloud
Part 2: Cloudera’s Operational Database: Unlocking New Benefits in the CloudPart 2: Cloudera’s Operational Database: Unlocking New Benefits in the Cloud
Part 2: Cloudera’s Operational Database: Unlocking New Benefits in the Cloud
Cloudera, Inc.
 
Webinar | From Zero to 1 Million with Google Cloud Platform and DataStax
Webinar | From Zero to 1 Million with Google Cloud Platform and DataStaxWebinar | From Zero to 1 Million with Google Cloud Platform and DataStax
Webinar | From Zero to 1 Million with Google Cloud Platform and DataStax
DataStax
 
Big Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNING
Big Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNINGBig Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNING
Big Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNING
Matt Stubbs
 
Big Data LDN 2017: Machine Learning, AI & The Future of Data Analytics
Big Data LDN 2017: Machine Learning, AI & The Future of Data AnalyticsBig Data LDN 2017: Machine Learning, AI & The Future of Data Analytics
Big Data LDN 2017: Machine Learning, AI & The Future of Data Analytics
Matt Stubbs
 
Cloudera Altus: Big Data in the Cloud Made Easy
Cloudera Altus: Big Data in the Cloud Made EasyCloudera Altus: Big Data in the Cloud Made Easy
Cloudera Altus: Big Data in the Cloud Made Easy
Cloudera, Inc.
 
CWIN17 Frankfurt / Cloudera
CWIN17 Frankfurt / ClouderaCWIN17 Frankfurt / Cloudera
CWIN17 Frankfurt / Cloudera
Capgemini
 
Cw13 big data and apache hadoop by amr awadallah-cloudera
Cw13 big data and apache hadoop by amr awadallah-clouderaCw13 big data and apache hadoop by amr awadallah-cloudera
Cw13 big data and apache hadoop by amr awadallah-cloudera
inevitablecloud
 
Intro to Big Data and Apache Hadoop by Dr. Amr Awadallah at CLOUD WEEKEND '13...
Intro to Big Data and Apache Hadoop by Dr. Amr Awadallah at CLOUD WEEKEND '13...Intro to Big Data and Apache Hadoop by Dr. Amr Awadallah at CLOUD WEEKEND '13...
Intro to Big Data and Apache Hadoop by Dr. Amr Awadallah at CLOUD WEEKEND '13...
TheInevitableCloud
 
Keynote: The Journey to Pervasive Analytics
Keynote: The Journey to Pervasive AnalyticsKeynote: The Journey to Pervasive Analytics
Keynote: The Journey to Pervasive Analytics
Cloudera, Inc.
 
Upsolver+Snowflake_at_____________Centene.pdf
Upsolver+Snowflake_at_____________Centene.pdfUpsolver+Snowflake_at_____________Centene.pdf
Upsolver+Snowflake_at_____________Centene.pdf
subramani_ts
 

Similar to The 6th Wave of Automation: Automation of Decisions | Cloudera Analytics & Machine Learning in the Cloud (20)

Unlocking data science in the enterprise - with Oracle and Cloudera
Unlocking data science in the enterprise - with Oracle and ClouderaUnlocking data science in the enterprise - with Oracle and Cloudera
Unlocking data science in the enterprise - with Oracle and Cloudera
 
Data Science in Enterprise
Data Science in EnterpriseData Science in Enterprise
Data Science in Enterprise
 
Part 1: Introducing the Cloudera Data Science Workbench
Part 1: Introducing the Cloudera Data Science WorkbenchPart 1: Introducing the Cloudera Data Science Workbench
Part 1: Introducing the Cloudera Data Science Workbench
 
High-Performance Analytics in the Cloud with Apache Impala
High-Performance Analytics in the Cloud with Apache ImpalaHigh-Performance Analytics in the Cloud with Apache Impala
High-Performance Analytics in the Cloud with Apache Impala
 
Cloudera Analytics and Machine Learning Platform - Optimized for Cloud
Cloudera Analytics and Machine Learning Platform - Optimized for Cloud Cloudera Analytics and Machine Learning Platform - Optimized for Cloud
Cloudera Analytics and Machine Learning Platform - Optimized for Cloud
 
Capgemini Leap Data Transformation Framework with Cloudera
Capgemini Leap Data Transformation Framework with ClouderaCapgemini Leap Data Transformation Framework with Cloudera
Capgemini Leap Data Transformation Framework with Cloudera
 
Turning Data into Business Value with a Modern Data Platform
Turning Data into Business Value with a Modern Data PlatformTurning Data into Business Value with a Modern Data Platform
Turning Data into Business Value with a Modern Data Platform
 
Edge to AI: Analytics from Edge to Cloud with Efficient Movement of Machine ...
Edge to AI:  Analytics from Edge to Cloud with Efficient Movement of Machine ...Edge to AI:  Analytics from Edge to Cloud with Efficient Movement of Machine ...
Edge to AI: Analytics from Edge to Cloud with Efficient Movement of Machine ...
 
The 5 Biggest Data Myths in Telco: Exposed
The 5 Biggest Data Myths in Telco: ExposedThe 5 Biggest Data Myths in Telco: Exposed
The 5 Biggest Data Myths in Telco: Exposed
 
Cloudera Big Data Integration Speedpitch at TDWI Munich June 2017
Cloudera Big Data Integration Speedpitch at TDWI Munich June 2017Cloudera Big Data Integration Speedpitch at TDWI Munich June 2017
Cloudera Big Data Integration Speedpitch at TDWI Munich June 2017
 
Part 2: Cloudera’s Operational Database: Unlocking New Benefits in the Cloud
Part 2: Cloudera’s Operational Database: Unlocking New Benefits in the CloudPart 2: Cloudera’s Operational Database: Unlocking New Benefits in the Cloud
Part 2: Cloudera’s Operational Database: Unlocking New Benefits in the Cloud
 
Webinar | From Zero to 1 Million with Google Cloud Platform and DataStax
Webinar | From Zero to 1 Million with Google Cloud Platform and DataStaxWebinar | From Zero to 1 Million with Google Cloud Platform and DataStax
Webinar | From Zero to 1 Million with Google Cloud Platform and DataStax
 
Big Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNING
Big Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNINGBig Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNING
Big Data LDN 2018: A LOOK INSIDE APPLIED MACHINE LEARNING
 
Big Data LDN 2017: Machine Learning, AI & The Future of Data Analytics
Big Data LDN 2017: Machine Learning, AI & The Future of Data AnalyticsBig Data LDN 2017: Machine Learning, AI & The Future of Data Analytics
Big Data LDN 2017: Machine Learning, AI & The Future of Data Analytics
 
Cloudera Altus: Big Data in the Cloud Made Easy
Cloudera Altus: Big Data in the Cloud Made EasyCloudera Altus: Big Data in the Cloud Made Easy
Cloudera Altus: Big Data in the Cloud Made Easy
 
CWIN17 Frankfurt / Cloudera
CWIN17 Frankfurt / ClouderaCWIN17 Frankfurt / Cloudera
CWIN17 Frankfurt / Cloudera
 
Cw13 big data and apache hadoop by amr awadallah-cloudera
Cw13 big data and apache hadoop by amr awadallah-clouderaCw13 big data and apache hadoop by amr awadallah-cloudera
Cw13 big data and apache hadoop by amr awadallah-cloudera
 
Intro to Big Data and Apache Hadoop by Dr. Amr Awadallah at CLOUD WEEKEND '13...
Intro to Big Data and Apache Hadoop by Dr. Amr Awadallah at CLOUD WEEKEND '13...Intro to Big Data and Apache Hadoop by Dr. Amr Awadallah at CLOUD WEEKEND '13...
Intro to Big Data and Apache Hadoop by Dr. Amr Awadallah at CLOUD WEEKEND '13...
 
Keynote: The Journey to Pervasive Analytics
Keynote: The Journey to Pervasive AnalyticsKeynote: The Journey to Pervasive Analytics
Keynote: The Journey to Pervasive Analytics
 
Upsolver+Snowflake_at_____________Centene.pdf
Upsolver+Snowflake_at_____________Centene.pdfUpsolver+Snowflake_at_____________Centene.pdf
Upsolver+Snowflake_at_____________Centene.pdf
 

More from Cloudera, Inc.

Partner Briefing_January 25 (FINAL).pptx
Partner Briefing_January 25 (FINAL).pptxPartner Briefing_January 25 (FINAL).pptx
Partner Briefing_January 25 (FINAL).pptx
Cloudera, Inc.
 
Cloudera Data Impact Awards 2021 - Finalists
Cloudera Data Impact Awards 2021 - Finalists Cloudera Data Impact Awards 2021 - Finalists
Cloudera Data Impact Awards 2021 - Finalists
Cloudera, Inc.
 
2020 Cloudera Data Impact Awards Finalists
2020 Cloudera Data Impact Awards Finalists2020 Cloudera Data Impact Awards Finalists
2020 Cloudera Data Impact Awards Finalists
Cloudera, Inc.
 
Machine Learning with Limited Labeled Data 4/3/19
Machine Learning with Limited Labeled Data 4/3/19Machine Learning with Limited Labeled Data 4/3/19
Machine Learning with Limited Labeled Data 4/3/19
Cloudera, Inc.
 
Introducing Cloudera DataFlow (CDF) 2.13.19
Introducing Cloudera DataFlow (CDF) 2.13.19Introducing Cloudera DataFlow (CDF) 2.13.19
Introducing Cloudera DataFlow (CDF) 2.13.19
Cloudera, Inc.
 
Shortening the Sales Cycle with a Modern Data Warehouse 1.30.19
Shortening the Sales Cycle with a Modern Data Warehouse 1.30.19Shortening the Sales Cycle with a Modern Data Warehouse 1.30.19
Shortening the Sales Cycle with a Modern Data Warehouse 1.30.19
Cloudera, Inc.
 
Modernizing the Legacy Data Warehouse – What, Why, and How 1.23.19
Modernizing the Legacy Data Warehouse – What, Why, and How 1.23.19Modernizing the Legacy Data Warehouse – What, Why, and How 1.23.19
Modernizing the Legacy Data Warehouse – What, Why, and How 1.23.19
Cloudera, Inc.
 
Modern Data Warehouse Fundamentals Part 1
Modern Data Warehouse Fundamentals Part 1Modern Data Warehouse Fundamentals Part 1
Modern Data Warehouse Fundamentals Part 1
Cloudera, Inc.
 
Extending Cloudera SDX beyond the Platform
Extending Cloudera SDX beyond the PlatformExtending Cloudera SDX beyond the Platform
Extending Cloudera SDX beyond the Platform
Cloudera, Inc.
 
Federated Learning: ML with Privacy on the Edge 11.15.18
Federated Learning: ML with Privacy on the Edge 11.15.18Federated Learning: ML with Privacy on the Edge 11.15.18
Federated Learning: ML with Privacy on the Edge 11.15.18
Cloudera, Inc.
 
Analyst Webinar: Doing a 180 on Customer 360
Analyst Webinar: Doing a 180 on Customer 360Analyst Webinar: Doing a 180 on Customer 360
Analyst Webinar: Doing a 180 on Customer 360
Cloudera, Inc.
 
Spark and Deep Learning Frameworks at Scale 7.19.18
Spark and Deep Learning Frameworks at Scale 7.19.18Spark and Deep Learning Frameworks at Scale 7.19.18
Spark and Deep Learning Frameworks at Scale 7.19.18
Cloudera, Inc.
 
How Cloudera SDX can aid GDPR compliance
How Cloudera SDX can aid GDPR complianceHow Cloudera SDX can aid GDPR compliance
How Cloudera SDX can aid GDPR compliance
Cloudera, Inc.
 
When SAP alone is not enough
When SAP alone is not enoughWhen SAP alone is not enough
When SAP alone is not enough
Cloudera, Inc.
 
Multi task learning stepping away from narrow expert models 7.11.18
Multi task learning stepping away from narrow expert models 7.11.18Multi task learning stepping away from narrow expert models 7.11.18
Multi task learning stepping away from narrow expert models 7.11.18
Cloudera, Inc.
 
Cloudera training secure your cloudera cluster 7.10.18
Cloudera training secure your cloudera cluster 7.10.18Cloudera training secure your cloudera cluster 7.10.18
Cloudera training secure your cloudera cluster 7.10.18
Cloudera, Inc.
 

More from Cloudera, Inc. (16)

Partner Briefing_January 25 (FINAL).pptx
Partner Briefing_January 25 (FINAL).pptxPartner Briefing_January 25 (FINAL).pptx
Partner Briefing_January 25 (FINAL).pptx
 
Cloudera Data Impact Awards 2021 - Finalists
Cloudera Data Impact Awards 2021 - Finalists Cloudera Data Impact Awards 2021 - Finalists
Cloudera Data Impact Awards 2021 - Finalists
 
2020 Cloudera Data Impact Awards Finalists
2020 Cloudera Data Impact Awards Finalists2020 Cloudera Data Impact Awards Finalists
2020 Cloudera Data Impact Awards Finalists
 
Machine Learning with Limited Labeled Data 4/3/19
Machine Learning with Limited Labeled Data 4/3/19Machine Learning with Limited Labeled Data 4/3/19
Machine Learning with Limited Labeled Data 4/3/19
 
Introducing Cloudera DataFlow (CDF) 2.13.19
Introducing Cloudera DataFlow (CDF) 2.13.19Introducing Cloudera DataFlow (CDF) 2.13.19
Introducing Cloudera DataFlow (CDF) 2.13.19
 
Shortening the Sales Cycle with a Modern Data Warehouse 1.30.19
Shortening the Sales Cycle with a Modern Data Warehouse 1.30.19Shortening the Sales Cycle with a Modern Data Warehouse 1.30.19
Shortening the Sales Cycle with a Modern Data Warehouse 1.30.19
 
Modernizing the Legacy Data Warehouse – What, Why, and How 1.23.19
Modernizing the Legacy Data Warehouse – What, Why, and How 1.23.19Modernizing the Legacy Data Warehouse – What, Why, and How 1.23.19
Modernizing the Legacy Data Warehouse – What, Why, and How 1.23.19
 
Modern Data Warehouse Fundamentals Part 1
Modern Data Warehouse Fundamentals Part 1Modern Data Warehouse Fundamentals Part 1
Modern Data Warehouse Fundamentals Part 1
 
Extending Cloudera SDX beyond the Platform
Extending Cloudera SDX beyond the PlatformExtending Cloudera SDX beyond the Platform
Extending Cloudera SDX beyond the Platform
 
Federated Learning: ML with Privacy on the Edge 11.15.18
Federated Learning: ML with Privacy on the Edge 11.15.18Federated Learning: ML with Privacy on the Edge 11.15.18
Federated Learning: ML with Privacy on the Edge 11.15.18
 
Analyst Webinar: Doing a 180 on Customer 360
Analyst Webinar: Doing a 180 on Customer 360Analyst Webinar: Doing a 180 on Customer 360
Analyst Webinar: Doing a 180 on Customer 360
 
Spark and Deep Learning Frameworks at Scale 7.19.18
Spark and Deep Learning Frameworks at Scale 7.19.18Spark and Deep Learning Frameworks at Scale 7.19.18
Spark and Deep Learning Frameworks at Scale 7.19.18
 
How Cloudera SDX can aid GDPR compliance
How Cloudera SDX can aid GDPR complianceHow Cloudera SDX can aid GDPR compliance
How Cloudera SDX can aid GDPR compliance
 
When SAP alone is not enough
When SAP alone is not enoughWhen SAP alone is not enough
When SAP alone is not enough
 
Multi task learning stepping away from narrow expert models 7.11.18
Multi task learning stepping away from narrow expert models 7.11.18Multi task learning stepping away from narrow expert models 7.11.18
Multi task learning stepping away from narrow expert models 7.11.18
 
Cloudera training secure your cloudera cluster 7.10.18
Cloudera training secure your cloudera cluster 7.10.18Cloudera training secure your cloudera cluster 7.10.18
Cloudera training secure your cloudera cluster 7.10.18
 

Recently uploaded

all about the data science process, covering the steps present in almost ever...
all about the data science process, covering the steps present in almost ever...all about the data science process, covering the steps present in almost ever...
all about the data science process, covering the steps present in almost ever...
palaniappancse
 
bai-tap-tieng-anh-lop-12-unit-4-the-mass-media (1).doc
bai-tap-tieng-anh-lop-12-unit-4-the-mass-media (1).docbai-tap-tieng-anh-lop-12-unit-4-the-mass-media (1).doc
bai-tap-tieng-anh-lop-12-unit-4-the-mass-media (1).doc
PhngThLmHnh
 
VIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 in...
VIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 in...VIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 in...
VIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 in...
44annissa
 
transgenders community data in india by govt
transgenders community data in india by govttransgenders community data in india by govt
transgenders community data in india by govt
palanisamyiiiier
 
potential development of the A* search algorithm specifically
potential development of the A* search algorithm specificallypotential development of the A* search algorithm specifically
potential development of the A* search algorithm specifically
huseindihon
 
Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...
Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...
Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...
norina2645
 
Premium Girls Call Navi Mumbai 🎈🔥9920725232 🔥💋🎈 Provide Best And Top Girl Ser...
Premium Girls Call Navi Mumbai 🎈🔥9920725232 🔥💋🎈 Provide Best And Top Girl Ser...Premium Girls Call Navi Mumbai 🎈🔥9920725232 🔥💋🎈 Provide Best And Top Girl Ser...
Premium Girls Call Navi Mumbai 🎈🔥9920725232 🔥💋🎈 Provide Best And Top Girl Ser...
6459astrid
 
DataScienceConcept_Kanchana_Weerasinghe.pptx
DataScienceConcept_Kanchana_Weerasinghe.pptxDataScienceConcept_Kanchana_Weerasinghe.pptx
DataScienceConcept_Kanchana_Weerasinghe.pptx
Kanchana Weerasinghe
 
Nipissing University degree offer Nipissing diploma Transcript
Nipissing University degree offer Nipissing diploma TranscriptNipissing University degree offer Nipissing diploma Transcript
Nipissing University degree offer Nipissing diploma Transcript
zyqedad
 
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
ginni singh$A17
 
OpenMetadata Spotlight - OpenMetadata @ Aspire by Vinol Joy Dsouza
OpenMetadata Spotlight - OpenMetadata @ Aspire by Vinol Joy DsouzaOpenMetadata Spotlight - OpenMetadata @ Aspire by Vinol Joy Dsouza
OpenMetadata Spotlight - OpenMetadata @ Aspire by Vinol Joy Dsouza
OpenMetadata
 
potential usefulness of multi-agent maze-solving in general
potential usefulness of multi-agent maze-solving in generalpotential usefulness of multi-agent maze-solving in general
potential usefulness of multi-agent maze-solving in general
huseindihon
 
Data analytics and Access Program Recommendations
Data analytics and Access Program RecommendationsData analytics and Access Program Recommendations
Data analytics and Access Program Recommendations
hemantsharmaus
 
Amul goes international: Desi dairy giant to launch fresh ...
Amul goes international: Desi dairy giant to launch fresh ...Amul goes international: Desi dairy giant to launch fresh ...
Amul goes international: Desi dairy giant to launch fresh ...
chetankumar9855
 
Potential Uses of the Floyd-Warshall Algorithm as appropriate
Potential Uses of the Floyd-Warshall Algorithm as appropriatePotential Uses of the Floyd-Warshall Algorithm as appropriate
Potential Uses of the Floyd-Warshall Algorithm as appropriate
huseindihon
 
Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...
Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...
Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...
revolutionary575
 
BDSM Girls Call Mumbai 👀 9820252231 👀 Cash Payment With Room DeliveryDelivery
BDSM Girls Call Mumbai 👀 9820252231 👀 Cash Payment With Room DeliveryDeliveryBDSM Girls Call Mumbai 👀 9820252231 👀 Cash Payment With Room DeliveryDelivery
BDSM Girls Call Mumbai 👀 9820252231 👀 Cash Payment With Room DeliveryDelivery
erynsouthern
 
Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...
Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...
Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...
dizzycaye
 
Biometric Question Bank 2021 - 1 Soln-1.pdf
Biometric Question Bank 2021 - 1 Soln-1.pdfBiometric Question Bank 2021 - 1 Soln-1.pdf
Biometric Question Bank 2021 - 1 Soln-1.pdf
Joel Ngushwai
 
Coimbatore Girls call Service 000XX00000 Provide Best And Top Girl Service An...
Coimbatore Girls call Service 000XX00000 Provide Best And Top Girl Service An...Coimbatore Girls call Service 000XX00000 Provide Best And Top Girl Service An...
Coimbatore Girls call Service 000XX00000 Provide Best And Top Girl Service An...
vrvipin164
 

Recently uploaded (20)

all about the data science process, covering the steps present in almost ever...
all about the data science process, covering the steps present in almost ever...all about the data science process, covering the steps present in almost ever...
all about the data science process, covering the steps present in almost ever...
 
bai-tap-tieng-anh-lop-12-unit-4-the-mass-media (1).doc
bai-tap-tieng-anh-lop-12-unit-4-the-mass-media (1).docbai-tap-tieng-anh-lop-12-unit-4-the-mass-media (1).doc
bai-tap-tieng-anh-lop-12-unit-4-the-mass-media (1).doc
 
VIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 in...
VIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 in...VIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 in...
VIP Girls Call Mumbai 9910780858 Provide Best And Top Girl Service And No1 in...
 
transgenders community data in india by govt
transgenders community data in india by govttransgenders community data in india by govt
transgenders community data in india by govt
 
potential development of the A* search algorithm specifically
potential development of the A* search algorithm specificallypotential development of the A* search algorithm specifically
potential development of the A* search algorithm specifically
 
Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...
Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...
Mumbai Girls Call Mumbai 🛵🚡9910780858 💃 Choose Best And Top Girl Service And ...
 
Premium Girls Call Navi Mumbai 🎈🔥9920725232 🔥💋🎈 Provide Best And Top Girl Ser...
Premium Girls Call Navi Mumbai 🎈🔥9920725232 🔥💋🎈 Provide Best And Top Girl Ser...Premium Girls Call Navi Mumbai 🎈🔥9920725232 🔥💋🎈 Provide Best And Top Girl Ser...
Premium Girls Call Navi Mumbai 🎈🔥9920725232 🔥💋🎈 Provide Best And Top Girl Ser...
 
DataScienceConcept_Kanchana_Weerasinghe.pptx
DataScienceConcept_Kanchana_Weerasinghe.pptxDataScienceConcept_Kanchana_Weerasinghe.pptx
DataScienceConcept_Kanchana_Weerasinghe.pptx
 
Nipissing University degree offer Nipissing diploma Transcript
Nipissing University degree offer Nipissing diploma TranscriptNipissing University degree offer Nipissing diploma Transcript
Nipissing University degree offer Nipissing diploma Transcript
 
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
Celebrity Girls Call Noida 9873940964 Unlimited Short Providing Girls Service...
 
OpenMetadata Spotlight - OpenMetadata @ Aspire by Vinol Joy Dsouza
OpenMetadata Spotlight - OpenMetadata @ Aspire by Vinol Joy DsouzaOpenMetadata Spotlight - OpenMetadata @ Aspire by Vinol Joy Dsouza
OpenMetadata Spotlight - OpenMetadata @ Aspire by Vinol Joy Dsouza
 
potential usefulness of multi-agent maze-solving in general
potential usefulness of multi-agent maze-solving in generalpotential usefulness of multi-agent maze-solving in general
potential usefulness of multi-agent maze-solving in general
 
Data analytics and Access Program Recommendations
Data analytics and Access Program RecommendationsData analytics and Access Program Recommendations
Data analytics and Access Program Recommendations
 
Amul goes international: Desi dairy giant to launch fresh ...
Amul goes international: Desi dairy giant to launch fresh ...Amul goes international: Desi dairy giant to launch fresh ...
Amul goes international: Desi dairy giant to launch fresh ...
 
Potential Uses of the Floyd-Warshall Algorithm as appropriate
Potential Uses of the Floyd-Warshall Algorithm as appropriatePotential Uses of the Floyd-Warshall Algorithm as appropriate
Potential Uses of the Floyd-Warshall Algorithm as appropriate
 
Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...
Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...
Verified Girls Call Andheri 9930245274 Unlimited Short Providing Girls Servic...
 
BDSM Girls Call Mumbai 👀 9820252231 👀 Cash Payment With Room DeliveryDelivery
BDSM Girls Call Mumbai 👀 9820252231 👀 Cash Payment With Room DeliveryDeliveryBDSM Girls Call Mumbai 👀 9820252231 👀 Cash Payment With Room DeliveryDelivery
BDSM Girls Call Mumbai 👀 9820252231 👀 Cash Payment With Room DeliveryDelivery
 
Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...
Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...
Female Service Girls Call Navi Mumbai 9930245274 Provide Best And Top Girl Se...
 
Biometric Question Bank 2021 - 1 Soln-1.pdf
Biometric Question Bank 2021 - 1 Soln-1.pdfBiometric Question Bank 2021 - 1 Soln-1.pdf
Biometric Question Bank 2021 - 1 Soln-1.pdf
 
Coimbatore Girls call Service 000XX00000 Provide Best And Top Girl Service An...
Coimbatore Girls call Service 000XX00000 Provide Best And Top Girl Service An...Coimbatore Girls call Service 000XX00000 Provide Best And Top Girl Service An...
Coimbatore Girls call Service 000XX00000 Provide Best And Top Girl Service An...
 

The 6th Wave of Automation: Automation of Decisions | Cloudera Analytics & Machine Learning in the Cloud

  • 1. The 6th Wave of Automation: Automation of Decisions | Cloudera Analytics & Machine Learning in the Cloud Dr. Amr Awadallah | Founder and Chief Technology Officer
  • 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. 10,000100,000 YEARS AGO 1,000 100 10 TODAY WAVE 1 LOG (TIME) AUTOMATION OF KNOWLEDGE TRANSFER 100K years
  • 4. 4© Cloudera, Inc. All rights reserved. WAVE 2 10,000100,000 YEARS AGO 1,000 100 10 TODAY LOG (TIME) AUTOMATION OF FOOD 10K years
  • 5. 5© Cloudera, Inc. All rights reserved. WAVE 3 10,000100,000 YEARS AGO 1,000 100 10 TODAY LOG (TIME) AUTOMATION OF DISCOVERY 3000 years
  • 6. 6© Cloudera, Inc. All rights reserved. WAVE 4 10,000100,000 YEARS AGO 1,000 100 10 TODAY LOG (TIME) AUTOMATION OF MAKING STUFF 250 years
  • 7. 7© Cloudera, Inc. All rights reserved. WAVE 5 10,000100,000 YEARS AGO 1,000 100 10 TODAY LOG (TIME) AUTOMATION OF PROCESSES IMAGE: © Wikimedia 70 years
  • 8. 8© Cloudera, Inc. All rights reserved. WAVE 6 10,000100,000 YEARS AGO 1,000 100 10 TODAY LOG (TIME) AUTOMATION OF DECISIONS 10 years
  • 9. 9© Cloudera, Inc. All rights reserved. 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. 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 Key Machine Learning Business Themes
  • 11. 11© Cloudera, Inc. All rights reserved. We deliver the modern platform for machine learning and analytics optimized for the cloud ENTERPRISE GRADE  Secure  Performant  Compliant SCALABLE  Elastic  Cost-effective  Lower TCO RUNS ANYWHERE  Cloud  Multi-cloud  On-premises
  • 12. 12© Cloudera, Inc. All rights reserved. 12 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
  • 13. 13© 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 Shared Data Experience: Open Platform Services Built for multi-function analytics | Optimized for cloud
  • 14. 14© Cloudera, Inc. All rights reserved. • High-performance SQL for exploration and self-service BI • Flexibility to iterate with more data and more use cases • Go beyond SQL for shared data with open standard tools • Data warehouse optimization of your existing databases • Cost-effectively scale on-premises and in the cloud Bring High-performance SQL Analytics to Big Data ANALYTIC DATABASE
  • 15. 15© Cloudera, Inc. All rights reserved. For data scientists: • Open data science, your way Use R, Python, or Scala • No need to sample Directly access data in secure clusters via Spark & Impala • Reproducible, collaborative research Share with your whole team Accelerate Data Science from Exploration to Production For IT professionals: • Bring analysis to the data Give data science team the freedom to work how they want, when they want • Secure by default Stay compliant with out-of-the- box Hadoop security • Flexible deployment On-premises or in the cloud DATA SCIENCE
  • 16. 16© Cloudera, Inc. All rights reserved. • Serve real-time data at scale for real-time decision making • Aggregate relational, NoSQL, structured & unstructured data • Stream processing & analytics on changing operational data • Leverage linear performance scalability and predictable TCO • Deliver a secure, low-latency, high-concurrency experience Extract Real-Time Insights from Big Data OPERATIONAL DATABASE
  • 17. 17© Cloudera, Inc. All rights reserved. • High velocity real-time data ingest • Ingest data from all sources and of all types • Integrated batch and streaming • Powerful full-text search • Familiar user languages – SQL, Java, Python & Scala • Fault-tolerant and high-performance processing of continuous streams of data Streamline and Simplify Big Data Processing DATA ENGINEERING
  • 18. 18© Cloudera, Inc. All rights reserved. Multi-cloud Platform-as-a-Service Poweredby 18© Cloudera, Inc. All rights reserved.
  • 19. 19© Cloudera, Inc. All rights reserved.
  • 20. 20© Cloudera, Inc. All rights reserved. 20© 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 Machine Learning Innovation
  • 21. 21© Cloudera, Inc. All rights reserved. Published research subscription service 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 21© Cloudera, Inc. All rights reserved.
  • 22. 22© Cloudera, Inc. All rights reserved. 22© Cloudera, Inc. All rights reserved. Cloudera At-a-Glance Customersuccess Large enterprises fueling growth 48% 140%+ customergrowth netexpansion Last 4 years Global 8000 customers Expansion driven by data and new use cases Openpartnernetwork Best of breed solutions 3000+ partners Vast ecosystem of solution & service providers Firsttomarket Open source innovation 2008 founded 1600+ Clouderans Global team doing business in 28 countries Big data innovators from Google, Yahoo and Oracle
  • 23. 23© 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
  • 24. 24© Cloudera, Inc. All rights reserved. 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
  • 25. 25© 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
  • 26. 26© Cloudera, Inc. All rights reserved.
  • 27. 27© Cloudera, Inc. All rights reserved. Thank you @awadallah