Master Data Modeling, Architecture & Design for Scalable Databases

Inspired by: Graeme Simsion's Data Modeling Essentials

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Master Data Modeling, Architecture & Design for Scalable Databases

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Course Overview

In today’s data-driven world, organizations need structured data architecture and data modeling approaches to manage, store, and analyze vast amounts of information effectively. This data architecture training equips professionals with the skills required for data modeling best practices, covering conceptual data modeling, logical data modeling, and physical data modeling to design efficient database solutions.

The course includes database design training, focusing on enterprise data modeling, relational database design, and database schema design. Participants will learn to apply SQL database modeling, PowerDesigner training, and ERD modeling techniques to create optimized data models.

Additionally, the course integrates data governance and modeling, cloud data architecture training, and big data architecture training, ensuring relevance in modern data-driven organizations. Modules on OLAP and OLTP modeling, database normalization training, NoSQL database design course, and data migration strategies ensure comprehensive coverage.

This training is designed for those seeking data modeling certification or hands-on experience with advanced database design, agile data modeling techniques, and multi-dimensional data modeling training.

Target Audience

Data architects and data modelers
Database administrators (DBAs)
Business analysts and data analysts
IT professionals and software engineers
Data governance and compliance officers
Business intelligence specialists and cloud data engineers

Targeted Organizational Departments

IT and data management
Business intelligence and analytics
Software development
Cloud infrastructure and security
Data governance and compliance

Targeted Industries

Banking and financial services
Healthcare and pharmaceuticals
Retail and e-commerce
Telecommunications
Government and public sector
Manufacturing and supply chain

Course Offerings

By the end of this course, participants will be able to:

Develop conceptual, logical, and physical data models for business applications
Create database schema designs using relational and NoSQL database principles
Apply data modeling best practices to optimize data storage and retrieval
Implement cloud database design best practices for hybrid IT environments
Utilize SQL database modeling to query and manage structured data
Design data warehouse architecture and apply multi-dimensional data modeling
Learn reverse engineering databases for data migration and integration
Use PowerDesigner training for professional data modeling workflows
Apply data governance and metadata management for compliance

Training Methodology

This course combines:

Hands-on exercises and real-world case studies
Discussions on data security and compliance in architecture
Assessments and personalized feedback

Course Toolbox

Course workbooks and downloadable guides
PowerDesigner modeling templates and ERD diagrams
SQL practice exercises for relational database design
Online reference materials on data governance and modeling
Cloud architecture blueprints for multi-dimensional data modeling training

Course Agenda

Day 1: Introduction to Data Modeling and Architecture

Topic 1: Overview of data architecture framework and best practices
Topic 2: Conceptual, logical, and physical data models
Topic 3: ERD modeling and relational database design principles
Topic 4: SQL database modeling fundamentals
Topic 5: PowerDesigner training for data model visualization
Topic 6: Hands-on exercise – creating a conceptual data model
Reflection & Review: Key learnings and discussions

Day 2: Database Design and Optimization

Topic 1: Database schema design and normalization principles
Topic 2: Physical data modeling and index optimization
Topic 3: OLAP and OLTP modeling for performance tuning
Topic 4: Data security and compliance in database design
Topic 5: NoSQL database design and hybrid data models
Topic 6: Hands-on exercise – designing a relational database schema
Reflection & Review: Key learnings and discussions

Day 3: Cloud and NoSQL Data Modeling

Topic 1: Cloud data architecture training and implementation
Topic 2: Agile data modeling techniques for fast development
Topic 3: NoSQL data modeling and multi-model databases
Topic 4: Data migration strategies for cloud and on-premise databases
Topic 5: PowerDesigner data modeling for cloud environments
Topic 6: Hands-on exercise – creating cloud-based and NoSQL data models
Reflection & Review: Key learnings and discussions

Day 4: Data Warehousing and Business Intelligence Modeling

Topic 1: Data warehouse architecture course fundamentals
Topic 2: Multi-dimensional data modeling for analytics
Topic 3: Data lineage and metadata management best practices
Topic 4: Business intelligence data modeling for reporting systems
Topic 5: SQL for data architecture and performance tuning
Topic 6: Hands-on exercise – designing a data warehouse schema
Reflection & Review: Key learnings and discussions

Day 5: Data Governance, Security, and Final Project

Topic 1: Data security and compliance best practices
Topic 2: Data governance framework and regulatory considerations
Topic 3: Reverse engineering databases for integration
Topic 4: Data integration and architecture strategies
Topic 5: Advanced database design for enterprise applications
Topic 6: Capstone project – building a complete data architecture model
Reflection & Review: Course wrap-up and certification assessment

FAQ

What specific qualifications or prerequisites are needed for participants before enrolling in the course?

This course is designed for professionals with a basic understanding of databases, but prior experience in SQL, IT, or analytics is beneficial.

How long is each day's session, and is there a total number of hours required for the entire course?

Each day's session is structured to last around 4-5 hours, with breaks and interactive activities included. The total course duration spans five days, approximately 20-25 hours of instruction.

What is the difference between logical and physical data modeling?

Logical data modeling focuses on data relationships and structure without implementation details, while physical data modeling incorporates database-specific elements like tables, indexes, and views.

How This Course is Different from Other Data Modeling Courses

This course goes beyond theoretical concepts, integrating hands-on PowerDesigner training, cloud database design best practices, and data warehouse architecture strategies. It provides real-world applications in business intelligence, cloud computing, and enterprise data modeling.

Participants will work on live projects, engage in group discussions, and gain expertise in data integration and architecture strategies, SQL for data architecture, and multi-dimensional data modeling. Unlike generic courses, this training ensures practical application and certification readiness.

This structured course is the ideal pathway for business and IT professionals to master data architecture, database design, and governance best practices.

credits: 5 credit per day

Course Mode: full-time

Provider: Agile Leaders Training Center

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Upcoming Events

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Location	Dates	Duration	Mode	Price
Vienna	Week 45, 2025 Nov 3, 2025 - Nov 7, 2025	5 Days	Onsite	€5,700
Kuala Lumpur	Week 45, 2025 Nov 3, 2025 - Nov 7, 2025	5 Days	Onsite	€5,200
Al Jubail	Week 45, 2025 Nov 9, 2025 - Nov 13, 2025	5 Days	Onsite	€5,700
Munich	Week 46, 2025 Nov 10, 2025 - Nov 14, 2025	5 Days	Onsite	€6,500
Baku	Week 47, 2025 Nov 17, 2025 - Nov 21, 2025	5 Days	Onsite	€5,000
Istanbul	Week 47, 2025 Nov 17, 2025 - Nov 21, 2025	5 Days	Onsite	€4,500
Madrid	Week 48, 2025 Nov 24, 2025 - Nov 28, 2025	5 Days	Onsite	€5,700
Cairo	Week 49, 2025 Dec 1, 2025 - Dec 5, 2025	5 Days	Onsite	€4,100
Jakarta	Week 49, 2025 Dec 7, 2025 - Dec 11, 2025	5 Days	Onsite	€5,700
Dubai	Week 50, 2025 Dec 8, 2025 - Dec 12, 2025	5 Days	Onsite	€4,500
Manama	Week 50, 2025 Dec 14, 2025 - Dec 18, 2025	5 Days	Onsite	€4,700
Barcelona	Week 52, 2025 Dec 22, 2025 - Dec 26, 2025	5 Days	Onsite	€5,700
Tbilisi	Week 52, 2025 Dec 22, 2025 - Dec 26, 2025	5 Days	Onsite	€5,000
Zoom	Week 01, 2025 Dec 30, 2025 - Jan 3, 2026	5 Days	Online	€1,350
Amman	Week 02, 2026 Jan 5, 2026 - Jan 9, 2026	5 Days	Onsite	€4,100
Casablanca	Week 02, 2026 Jan 6, 2026 - Jan 10, 2026	5 Days	Onsite	€4,100
Trabzon	Week 03, 2026 Jan 12, 2026 - Jan 16, 2026	5 Days	Onsite	€6,800
Amsterdam	Week 04, 2026 Jan 20, 2026 - Jan 24, 2026	5 Days	Onsite	€5,700
Rome	Week 05, 2026 Jan 27, 2026 - Jan 31, 2026	5 Days	Onsite	€5,700
Istanbul	Week 05, 2026 Jan 27, 2026 - Jan 31, 2026	5 Days	Onsite	€4,500