Learn to identify use cases for machine learning (ML), acquire best practices to frame problems in a way that key stakeholders and senior management can understand and support, and help create the right conditions for delivering successful ML-based solutions to your business.
46. Connecting the System of Record and System of Engagement
System of Intelligence in Drax
Trusted Data
- Effective Controls and Governance
- Data Structure and Models
- Foundation for Reporting, Operations
and Analytics
Enterprise Automation
- AI and Automation Technologies
- Streamlining of Operations
- New Customer Journey
Propositions
31
System of Intelligence
System of Record
System of Engagement
Sources: 02/2018, https://news.greylock.com/the-new-moats-53f61aeac2d9,
Trusted data Insight & Reporting Data Science Automation
Billing &
Settlement
Finance and
Procurement
Sales and
Service
Industry and
Meter Data
Web Mobile Chat
Insight Everywhere
- Analytics at Scale
- Insight Embedded into Ops
- Enabler and Driver for Fact-
based Change
2
52. Data Science
Data
Warehouse
Our System structure
Analytics
Platform
Reporting &
Visualistion
Fragmented and
Conflicting Data
Sources
ETL
Layer
Data Lake
Amazon s3
AWS Athena
AWS Sagemaker
Extract, Transform and Load
AWS Glue
and Matillion
AWS Redshift
53. Example 1: Customer tailoring?
Easter
Holiday
Electric
Car
Family
Appliances
Family
Fridge
Summer
Holiday
54. How to help new and current customers through their changing world
Example 2: Anomaly Detection with Inawisdom
?!