Unit 1: Introduction to Data Modeling
Unit 2: Core Data Modeling Concepts
Unit 3: Conceptual Data Modeling
Unit 4: Logical and Physical Data Modeling
Database Design for Software Architects
Master the art of database design, from fundamental concepts to modern data architectures, and build robust, scalable, and efficient solutions.
Unit 1: Relational Model Fundamentals
Unit 2: Relational Algebra and SQL
Unit 3: Table Design and SQL Basics
Unit 1: Understanding Normalization
Unit 2: First Normal Form (1NF)
Unit 3: Second Normal Form (2NF)
Unit 4: Third Normal Form (3NF) and BCNF
Unit 5: Normalization Trade-offs
Unit 1: Introduction to NoSQL
Unit 2: Key-Value and Document Databases
Unit 3: Column-Family and Graph Databases
Unit 4: CAP Theorem and NoSQL Selection
Unit 1: Introduction to Graph Databases
Unit 2: Graph Data Modeling
Unit 3: Graph Querying with Cypher
Unit 4: Neo4j and Graph Traversal
Unit 1: Cloud Database Fundamentals
Unit 2: Scalability, Availability, and Fault Tolerance
Unit 3: Cost Optimization, Security, and Compliance
Unit 1: Modern Data Architectures
Unit 2: Database Design Considerations
Unit 3: Data Integration Techniques
Unit 4: Analytical Workloads and BI