Introduction to Responsible AI in Practice

Name: Introduction to Responsible AI in Practice
Price: 900.00 USD
Availability: InStock
Rating: 4.5 (1200 reviews)

Price
$900.00 USD

Duration
1 Day

Delivery Methods
Virtual Instructor Led
Private Group

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Course Overview

The development of AI has created new opportunities to improve the lives of people around the world, from business to healthcare to education. It has also raised new questions about the best way to build fairness, interpretability, privacy, and safety into these systems. In this course, you will do a high-level exploration of Google's recommended best practices for responsible AI usage across different areas of focus: Fairness, Interpretability, Privacy and Safety. Along the way, you will learn how you can leverage different open-source tools and tools on Vertex AI to explore these concepts and spend time considering the different challenges that arise with generative AI.

Course Objectives

Overview of Responsible AI principles and practices
Implement processes to check for unfair biases within machine learning models
Explore techniques to interpret the behavior of machine learning models in a human-understandable manner
Create processes that enforce the privacy of sensitive data in machine learning applications
Understand techniques to ensure safety for generative AI-powered applications

Who Should Attend?

Machine learning practitioners and AI application developers wanting to leverage generative AI in a responsible manner.

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