AI Ethics, Governance, and Risk - The Complete Guide

Descripción

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. This course empowers you to harness AI and modern tools for effective data modeling, improving your ability to design, analyze, and optimize databases and analytics systems. You'll gain practical experience using ChatGPT and GitHub Copilot to accelerate data model creation and documentation. The journey begins with foundational concepts, covering conceptual, logical, and physical data models, dimensional modeling, additivity, conformed and slowly changing dimensions, normalization, and star schema design. You will explore practical demonstrations in Power BI and diagramming tools, ensuring a strong grasp of data modeling principles. This course is ideal for data analysts, BI professionals, developers, and anyone seeking to leverage AI-assisted tools for data modeling. No prior experience is required, though familiarity with databases is helpful. By the end of the course, you will be able to design conceptual, logical, and dimensional models, implement ETL pipelines, document schemas, perform data quality checks, and integrate AI tools to streamline modeling workflows.