BUILDING RESILIENT AI SYTEMS
Course 3307
1 Day
$599
Ensuring your AI systems are resilient is crucial. Our Building Resilient AI Systems course will teach you how to design and implement AI solutions that can withstand challenges, adapt to new conditions, and continue to deliver reliable performance.
Who Should Take This Course?
This course is perfect for AI developers, data scientists, engineers, and tech leaders who want to ensure their AI systems are robust and reliable.
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 key principles of building resilient AI systems.
- Identify potential points of failure and vulnerabilities in AI models.
- Implement techniques to improve the robustness and adaptability of AI.
- Design AI systems that can handle unexpected changes and disruptions.
- Monitor and evaluate the performance of AI systems under different conditions.
- Develop strategies for continuous improvement and resilience in AI.
Course Topics
Introduction to Resilient AI
- What makes an AI system resilient?
- The importance of resilience in AI applications
Identifying Vulnerabilities
- Common points of failure in AI systems
- Techniques for identifying and addressing vulnerabilities
Robust Model Design
- Best practices for building robust AI models
- Techniques for improving model robustness
Adaptive AI Systems
- Designing AI that can adapt to new data and conditions
- Strategies for making AI flexible and responsive
Stress Testing AI Systems
- Methods for testing AI under different scenarios
- Evaluating AI performance in adverse conditions
Monitoring and Maintenance
- Setting up monitoring systems for AI
- Ongoing maintenance and improvement strategies
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 12 - August 22, 2024
9:00 AM – 5:00 PM EST
Building Resilient AI Systems
Virtual, EST
$599
Class ID: 3307
September 17 - September 17, 2024
9:00 AM – 5:00 PM EST
Building Resilient AI Systems
Virtual, EST
$599
Class ID: 3307
October 9 - October 9, 2024
9:00 AM – 5:00 PM EST
Building Resilient AI Systems
Virtual, EST
$599
Class ID: 3307
November 12 - November 12, 2024
9:00 AM – 5:00 PM EST
Building Resilient AI Systems
Virtual, EST
$599
Class ID: 3307
January 15 - January 15, 2025
9:00 AM – 5:00 PM EST
Building Resilient AI Systems
Virtual, EST
$599
Class ID: 3307
February 6 - February 6, 2025
9:00 AM – 5:00 PM EST
Building Resilient AI Systems
Virtual, EST
$599
Class ID: 3307
March 13 - March 13, 2025
9:00 AM – 5:00 PM EST
Building Resilient AI Systems
Virtual, EST
$599
Class ID: 3307