Data Management and Industry-Aware Data Fabrics Training Course
A Data Fabric constitutes an architectural framework and associated data services designed to deliver uniform capabilities across diverse endpoints, encompassing both on-premises infrastructure and multiple cloud environments. Industry-Aware Data Fabrics represent a sophisticated methodology for data management that consolidates heterogeneous data sources across cloud platforms to establish a unified and coherent data ecosystem tailored for government needs.
This instructor-led training, available in online or onsite formats, is intended for intermediate-level data engineers, cloud architects, and business intelligence professionals seeking to master data management within industry-specific cloud environments.
Upon completion of this training, participants will be equipped to:
- Comprehend the foundational principles and structural components of data fabrics.
- Design and execute data integration and orchestration solutions.
- Ensure rigorous data quality and governance standards within industry cloud platforms.
- Leverage data fabrics to facilitate industry-specific data analysis and informed decision-making processes.
- Remain informed regarding emerging trends and technologies in cloud data management.
Format of the Course
- Interactive lectures and structured discussions.
- Extensive exercises and practical application.
- Hands-on implementation within a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
Course Outline
Overview of Cloud-Based Data Management
- Core principles of data administration
- Strategic importance of data within Industry Cloud Platforms
- Operational challenges associated with cloud data management for government entities
Data Integration and Orchestration
- Technical approaches to data integration
- Orchestration tools and platform capabilities
- Recommended practices for effective data integration
Development of Industry-Specific Data Fabrics
- Fundamental concepts of data fabric architecture
- Architecting data fabrics tailored to Industry Cloud environments
- Practical implementation strategies for data fabrics in government applications
Data Quality and Governance
- Maintaining data integrity within cloud infrastructure
- Governance frameworks applicable to public sector data
- Adherence to regulatory compliance and industry standards
Practical Exercise: Managing Data in Industry Clouds
- Configuration of data integration pipelines
- Construction of a foundational Data Fabric
- Application of data quality assurance protocols
Emerging Trends in Data Management
- Data management strategies within the Big Data landscape
- Incorporation of Artificial Intelligence and Machine Learning technologies
- Considerations for data privacy and ethical usage in government contexts
Conclusion and Future Directions
Requirements
- Demonstrated competency in foundational data principles and architectural structures
- Practical knowledge of cloud computing essentials
- Working familiarity with mechanisms for data processing and repository management
Audience
- Data engineers
- Cloud architects
- Business intelligence professionals
Runs with a minimum of 4 + people. For 1-to-1 or private group training, request a quote.
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Testimonials (2)
The variety of the information shared and the clarity to explain terms in plain English.
Arisbe Mendoza - Fairtrade International
Course - GDPR Workshop
It's a hands-on session.
Vorraluck Sarechuer - Total Access Communication Public Company Limited (dtac)
Course - Talend Open Studio for ESB
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