From Fundamentals to Production AI
Build practical understanding of the concepts, techniques, and professional practices used throughout the machine learning lifecycle.
Select a center to explore guidance, standards and practitioner resources
Build practical understanding of the concepts, techniques, and professional practices used throughout the machine learning lifecycle.
The IBACTP® Machine Learning Guides translate technical concepts into accessible professional guidance for practitioners, certification candidates, technology leaders, and organizations.
Develop an understanding of:
Learn how data quality influences AI performance.
Resources address:
Professional guides cover:
Understand how to determine whether a machine learning model is actually performing effectively.
Topics include:
Explore:
Learn how organizations manage AI models after development.
Resources include:
Specialized guides address:
Pair these resources with an IBACTP® credential that validates the competence they describe.
