[DSC MENA 24] Muhammad_Ezzat_-_Sustianable_Growth_Empowerment.pdf
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Unlocking Potential: Data and AI for Organizational Empowerment, Efficiency, and Innovation.
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[DSC MENA 24] Muhammad_Ezzat_-_Sustianable_Growth_Empowerment.pdf
- 1. Data & AI: Sustainable Growth Empowerment
- 2. Agenda • Microservices Adoption • Data Warehouse • Data Catalog • Business Analytics • Data Science • Sustainable Growth Empowerment
- 3. Microservices Adoption Breaking down a large application into smaller independent services providing fault isolation, faster delivery time and great fixability
- 4. Data Warehouse Aggregates data from different sources into a single, central, consistent data store to support data analysis and AI use cases
- 5. Data Catalog | Overview Utilizes the meta data of your company’s various data assets as well as provides data management and search functionality that makes it easy for your team to gain context on said data Data Warehouse Business Users Technical Teams
- 6. Data Catalog | Data Discovery Robust search functionality that includes keyword search, filtering capabilities, and categorization of data assets to enable users to easily find the data they need. Advanced catalogs may also offer semantic search
- 7. Data Catalog | Glossary A Term is the fundamental unit of the glossary. It can be a KPI definition, metric formula, or business concept.
- 8. Data Catalog | Data Lineage Enables tracing the flow of data and the transformations it undergoes throughout its lifecycle
- 9. Data Catalog | Teams Collaboration A workspace that integrates with the daily workflows of data teams seamlessly, simplifying data sharing, recommendations and monitoring of access requests
- 10. Data Catalog | Data Governance Ability to set up workflows for granular controls to restrict access based on role, asset type, classification, and more
- 11. Data Catalog | Data Driven Culture Data Catalog enables organization to have a well managed, organized, documented and democratized data paving the path for a data driven culture.
- 12. Data Analytics | Data Marts Design Subsets of data warehouse, focused on specific business lines or departments, designed to facilitate more specialized analysis. & Data Catalog
- 13. Data Analytics | Visualization Tools Opt for the visualization tool that aligns seamlessly with your data technology stack while also being cost-effective.
- 14. Data Analytics | Business Performance Monitoring Tailor visualizations to facilitate the day-to-day activities of frontline workers and empower top management to monitor and drive organizational strategy through data insights.
- 15. Enable organizations to optimize operations, enhance decision-making processes, and unlock valuable insights from data to drive innovation and competitive advantage. Data Science | Use Cases
- 16. Right Technology Stack, Right Teams, and Data Driven Business Departments Sustainable Growth Empowerment Sustainable Growth Empowerment Data Catalog Data Warehouse Data Marts Business Intelligence Data Science Models