· Decision 3 · Weeks 4–6

"How do I design a database that won't break?"

Take a fuzzy business need, draw the entities and relationships, normalize away the redundancy, and turn it into a working schema. The skill that separates someone who uses databases from someone who builds them.

ERD EER Normalization 0NF–3NF

Why this decision matters

Bad database design isn't usually visible on day one. It shows up two years later when a simple business request takes three weeks of refactoring. Good design — a clean ERD, properly normalized tables, the right keys and constraints — pays dividends for the entire life of the system. This is the skill that turns business analysts into people who get pulled into architectural conversations.

By the end of this topic you'll be able to

Translate a business problem into an ERD with entities, attributes, and relationships; recognize and resolve violations of 1NF, 2NF, and 3NF; design an EER for a moderately complex domain; create a database from a SQL script in Oracle APEX; use a GenAI assistant to accelerate the design process without losing control of it.

Materials

Key concepts to know
  • ERD — Entity-Relationship Diagram. Boxes (entities), lines (relationships), attributes (fields).
  • Cardinality — 1-to-1, 1-to-many, many-to-many. Many-to-many almost always means a junction table.
  • EER — Enhanced ER. Adds inheritance/specialization, aggregation, weak entities.
  • Normalization — 1NF (atomic values) → 2NF (no partial dependencies) → 3NF (no transitive dependencies).
  • Anomalies — insert, update, delete anomalies. The pain that normalization solves.
  • Denormalization — sometimes you go back. For analytics, often. Know why.
Readings & class notes
Normalization deep-dives

Two worked examples taking real-world artifacts (an invoice, a prescription record) from un-normalized through 3NF.

Designing with a GenAI assistant

How to use Claude / ChatGPT / Gemini as a design partner. The goal is acceleration without losing control — you must be able to defend every choice.

Hands-on design exercises

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