MITIGATING BIAS IN AI
Course 3306
1 Day
$599
Bias in AI can lead to unfair outcomes and erode trust. Our Mitigating Bias in AI course is designed to help you recognize, address, and reduce bias in your AI systems.
Who Should Take This Course?
This course is ideal for AI developers, data scientists, business leaders, and anyone involved in creating or overseeing AI systems.
Course Format:
Lectures, facilitator presentations, guided discussions, practical hands-on exercises (both individual and large-group), collaborative discussions, and action planning.
Payment Information: We accept credit card payments. To register using a purchase order (without a surcharge), please send the purchase order to customerservice@hazadvisors.com
Learning Objectives
- Understand the different types of bias in AI and their impacts.
- Identify sources of bias in data and algorithms.
- Apply techniques to reduce and prevent bias in AI models.
- Evaluate and measure fairness in AI systems.
- Implement best practices for ethical AI development.
- Develop strategies for continuous monitoring and improvement of AI fairness.
Course Topics
Introduction to AI Bias
- Understanding bias and its implications
- Real-world examples of bias in AI
Types of Bias in AI
- Data bias, algorithmic bias, and systemic bias
- How different biases manifest in AI systems
Identifying Bias in Data
- Techniques for detecting bias in datasets
- Case studies on biased data and its consequences
Mitigating Bias in Algorithms
- Methods for reducing bias in machine learning models
- Fairness-aware algorithms and techniques
Evaluating Fairness in AI
- Metrics and tools for measuring fairness
- Ensuring unbiased outcomes in AI applications
Best Practices for Ethical AI Development
- Guidelines for creating fair and transparent AI
- Incorporating ethical considerations into the development process
Prerequisites
To make the most out of this course, you should have:
- No Prerequisites Required
Class Schedule
We accept credit card payments. To register using a purchase order (without a surcharge), please send the purchase order to customerservice@hazadvisors.com
**Rates below are for each participant.
August 28 - August 28, 2024
9:00 AM – 5:00 PM EST
Mitigating Bias in AI
Virtual, EST
$599
Class ID: 3306
September 26 - September 26, 2024
9:00 AM – 5:00 PM EST
Mitigating Bias in AI
Virtual, EST
$599
Class ID: 3306
October 29 - October 29, 2024
9:00 AM – 5:00 PM EST
Mitigating Bias in AI
Virtual, EST
$599
Class ID: 3306
November 18 - November 18, 2024
9:00 AM – 5:00 PM EST
Mitigating Bias in AI
Virtual, EST
$599
Class ID: 3306
January 30 - January 30, 2025
9:00 AM – 5:00 PM EST
Mitigating Bias in AI
Virtual, EST
$599
Class ID: 3306
February 20 - February 20, 2025
9:00 AM – 5:00 PM EST
Mitigating Bias in AI
Virtual, EST
$599
Class ID: 3306
March 27 - March 27, 2025
9:00 AM – 5:00 PM EST
Mitigating Bias in AI
Virtual, EST
$599
Class ID: 3306