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Course Outline
Introduction
- Digital Twin overview
- Applications and benefits of Digital Twin
Core Principles of Digital Twin
- Real-time application of Digital Twin
- Foundational concepts of Digital Twin
- Evolution of pairing
- Timeline of Digital Twin
- Key terminologies
Digital Thread and Shadow
- Digital thread
- Digital Shadow
Building Blocks
- Components of Digital Twin
- Technology drivers and enablers
Types of Digital Twin
- Product and process-based
- Functionality-based
- Maturity-based
Digital Twin Platform and Middleware
- Characteristics of Digital Twin platforms
- Organizational impact
- Implementation challenges
- Middleware layered architecture
- Middleware services
Digital Twin Adoption
- Adoption strategy for Digital Twin
- Digital Twin blueprint
- Adoption questionnaire
Development and Management
- Overview of data and models
- Modeling environment
- Data and model management
Life Cycle and Use Cases
- Digital Twin product life cycle
- Reviewing use cases
- Digital Twin maintenance
Future of Digital Twin
- Companies and careers in Digital Twin
- Industrial benefits of Digital Twin
- Industrial potential of Digital Twin
Summary and Next Steps
Requirements
- No prerequisites required
Target Audience
- Data scientists
- IT professionals
- Anyone interested in learning and applying Digital Twin technology
14 Hours
