Machine Learning, Artificial Intelligence and the Future of Big Data Analytics. Amy O Connor Big Data Evangelist, Cloudera

Transcription

1 Machine Learning, Artificial Intelligence and the Future of Big Data Analytics Amy O Connor Big Data Evangelist, Cloudera Cloudera, Inc. All rights reserved. 4

2 Extracting value from data an untapped opportunity <50% of structured data is actively used in making decisions <1% of unstructured data is analyzed or used at all >70% of employees have access to data they should NOT 80% of analysts time is spent discovering and preparing data ` Cloudera, Inc. All rights reserved. 5

3 The data economy Cloudera, Inc. All rights reserved. 6

4 Explosion of data and devices (IoT) Transformation of IT infrastructure 30B connected devices $200B open source total market1 cloud 440x more data The data-driven enterprise 1 IDC Worldwide Big Data and Business Analytics Market Through 2020 machine learning Cloudera, Inc. All rights reserved. 7

5 We believe data can make what is impossible today, possible tomorrow Cloudera, Inc. All rights reserved. 8

6 We empower people 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

7 We deliver the modern platform for machine learning and analytics optimized for the cloud ENTERPRISE G R S A e D c E ure Performant Compliant SCALABL E Elastic Cost-effective Lower TCO RUNS A N C YW lou H d ERE Multi-cloud On-premises Cloudera, Inc. All rights reserved. 7

8 Enterprise-proven machine learning and analytics MACHINE LEARNING PATTERN RECOGNITIO N ANOMALY DETECTIO N PREDICTION 700+ CUSTOMERS RUN ON 750+ CUSTOMERS RUN ON ANALYTICS SELF-SERVICE INTELLIGENCE REAL-TIME ANALYTICS SECURE REPORTING Cloudera, Inc. All rights reserved. 8

9 First to market Open source innovation Cloudera at-aglance Open partner Best nofebrtewedosroklutions Customer success Large enterprises fueling growth founded Clouderans + Big data innovators from Google, Yahoo and Oracle Global team doing business in 28 countries 3000 partners + Vast ecosystem of solution & service providers 48% customer growth Last 4 years Global 8000 customers 140% net expansion + Expansion driven by data and new use cases Cl oucdleourad,eirna,ci.nac.llarillgrhigtshtrserseeservrveedd.. 12

10 Adoption driven by large enterprises customers across all verticals ~500 Global 8000 customers 7/10 Top Global 9/10 Top Global 27 6/10 Countries with Government customers Top Global 8/10 Top Global BANKING TELCO PUBLIC HEALTHCARE TECHNOLOGY Cloudera, Inc. All rights reserved. 10

11 Cloudera powering data-driven customers DRIVE MISSION INSIGHTS CONNECT PRODUCTS & SERVICES (IoT) PROTECT YOUR ASSETS State of Ohio Applying data visualization to enhance citizen services statewide Kentucky Transportation Cabinet Enabling real-time response to inclement weather while enhancing citizen and road safety Agriculture Agency Using predictive analytics to improve cyber security incident detection and response Cloudera, Inc. All rights reserved. 11

12 Cloudera Enterprise The modern platform for machine learning and analytics optimized for the cloud CORE SERVICES DATA SCIENCE ANALYTIC DATABASE OPERATIONA L DATABASE DATA ENGINEERIN G EXTENSIBLE SERVICES SECURITY GOVERNANCE WORKLOAD MANAGEMENT INGEST & REPLICATION DATA CATALOG STORAGE SERVICES Amazon S3 Microsoft ADLS HDF S KUD U Cloudera, Inc. All rights reserved. 12

13 Open platform services Built for multi-function analytics Optimized for cloud 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 Cloudera, Inc. All rights reserved. 13

14 Cloudera bridges the operational and productivity gaps between enterprise datacenters and public clouds. Cloudera, Inc. All rights reserved. 14

15 Run anywhere. Deploy any way. Simple Unified Enterprise Simplifies operations Works with your tools Hybrid or multi cloud Platform-as-a-Service Proven at scale Trusted security Cloudera, Inc. All rights reserved. 15

16 COMPLEX Data-driven journey USE CASE TYPES SELF-SERVICE BUSINESS TRANSFORMATION VISIBILITY SIMPLE TACTICAL BUSINESS VALUE STRATEGIC Cloudera, Inc. All rights reserved. 16

17 1) Build a data-driven culture 2) Develop the right team and skills 5 keys to success 3) Be agile/lean in development 4) Leverage DevOps for production 5) Right-size data governance Cloudera, Inc. All rights reserved. 20

18 World-class training, services, and support 3 top big data certifications Fastest route from zero to production SCP-certified support anywhere in the world Cloudera University Professional Services Cloudera Support Cloudera, Inc. All rights reserved. 18

19 Modern, enterprise platform Open partner ecosystem Customer success Machine learning and analytics optimized for the cloud Cloudera, Inc. All rights reserved. 19

20 Thank you Cloudera, Inc. All rights reserved. 20