Assurance of AI Enabled Systems

This workshop introduces state-of-the-art methods for developing testing and evaluation plans for AI-driven systems and addresses novel challenges these systems present.
This workshop introduces state-of-the-art methods for developing testing and evaluation plans for AI-driven systems and addresses novel challenges these systems present.
This course aims to provide senior government leaders with a comprehensive approach to adopting AI technology. It will allow leaders with a framework to unpack the question, "How do we turn our organization's AI strategy into action?" While not a prerequisite, it is beneficial if the organization's executive leader has established an AI strategy having completed the workshop Leading Data and AI-Enabled Organizations: For Executive Leaders (US Government).
In this comprehensive course, participants will gain a deep understanding of neural network architectures and essential model regularization techniques.
This course delves into advanced machine learning techniques and applications, providing a comprehensive exploration of ensemble learning, regression analysis, unsupervised learning, and reinforcement learning.
This course provides an in-depth, hands-on approach to applied machine learning, focusing on practical techniques across diverse domains.