Learning Objectives:
This workshop is designed to equip Business Analysts with the core data skills necessary to thrive in today’s technology-driven environment. Participants will learn:
The key data concepts and techniques essential for Business Analysts working on AI-based systems
How to build data models that align with business goals
The importance of agile data methods in creating responsive and effective data systems
Practical strategies for engaging with data-driven decision-making processes in business environments
Course Outline:
Introduction to Data Skills for Business Analysts
Understanding the role of a BA in data-driven projects and why data literacy is essential. Learn about the types of data systems BAs may encounter and how they influence decision-making.
Agile Data and Agile Modeling
Discover the Agile Data and Agile Modeling methods developed by Scott Ambler. Understand how these frameworks support adaptive planning and iterative development, especially in data products and AI systems.
Building Data Models for AI and Decision-Making
Learn the basics of data modeling, how to create data pipelines, and how these models support AI-based systems. This section includes practical examples of how data models can improve business processes and outcomes.
Collaborating with Data Teams
How BAs can work effectively with data engineers, data scientists, and AI teams to ensure the data is usable and relevant. Key skills for cross-functional collaboration and aligning business needs with data-driven solutions.
Audience:
This session is ideal for:
Business Analysts seeking to expand their data skills
Project Managers who work with data-driven teams
Aspiring Data Professionals who want to understand the role of Business Analysts in the data pipeline
Professionals interested in AI and data management
🗓️ Workshop Overview:
Date: Thursday, February 12, 2026
Time: 7:00 PM - 8:00 PM Eastern Standard Time (EST)
Duration: 1 hour
Instructor Profile:
Scott Ambler is a Data Methodologist with Ambysoft Inc., specializing in the development of Agile Data and Agile Modeling methods. As an internationally recognized keynote speaker, Scott has co-authored 30 books and served as Vice President at PMI. He is currently working on his next book, "Building a Continuous Enterprise Data Pipeline: Enabling Data-Driven Decision Making and Corporate AI." With extensive experience across corporate, public sector, and not-for-profit sectors, Scott brings a wealth of knowledge to his teachings. His practical approach empowers Business Analysts to bridge the gap between data and decision-making.