When does class start/end?
Class hours may vary, please reach out to contact@ascendientlearning.com if you have any questions.
Practicing Responsible Generative AI
Build trustworthy AI solutions by gaining expertise in responsible generative AI practices. This responsible Generative AI course covers ethical data practices, model behavior management, and legal...
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$2,000 USD
Duration
2 days
Course Code
GAI-2202
Available Formats
Classroom
Overview
Build trustworthy AI solutions by gaining expertise in responsible generative AI practices. This responsible Generative AI course covers ethical data practices, model behavior management, and legal compliance. Participants learn to address fairness, transparency, and accountability in AI systems, ensuring their AI solutions are both effective and responsible.
Skills Gained
By the end of this course, participants will be able to:
- Ensure fairness and transparency in AI models
- Manage model behavior to meet ethical standards
- Evaluate AI systems for legal compliance
- Develop strategies for responsible AI implementation
Who Can Benefit
- Data scientists
- Software developers
- DevOps
Prerequisites
- Practical Python experience
- Building Generative AI Applications course or equivalent experience
Course Details
Software
All attendees must have a modern web browser and an Internet connection.
Understanding Trustworthy AI
- What makes AI Safe, Secure, and Resilient?
- The Importance of Explainability & Interpretability
- Ensuring Fairness in AI
- Accountability & Transparency in AI
- Valid & Reliable AI
Unique and Increased Risks of Generative AI
- Hallucinations, Dangerous Output, and Data Privacy
- Environmental Impact, Human-AI Configuration, and Information Integrity
- Cybersecurity, Intellectual Property, and Controlled Information
- Abusive Content and Toxicity, Bias, and Homogenization
- Supply Chain Risks
Model Evaluation and Validation
- How to Evaluate Generative Models
- What to Measure in a Generative Model
- Metrics for Safety, Resiliency, and Privacy
- Metrics for Explainability and Interpretability
- Metrics for Fairness and Validity
- Metrics for Responsible Generative AI
Developing Generative AI Applications Responsibly
- Data Collection and Preprocessing Best Practices
- Model Selection and Training Guidelines
- Prompt Engineering for Ethical Outputs
- Techniques for Improving Responsibility in Generated Content
- Building User Interfaces with Responsible AI in Mind
Basics of Generative AI Monitoring
- Differences Between Evaluation and Monitoring
- Identifying Key Monitoring Metrics
- Understanding the Monitoring Workflow
- Alerts, Logs, and Monitoring Verification
- Setting Up a Monitoring System
Legal and Organizational Implications of Generative AI
- Data Privacy Regulations (e.g., GDPR, CCPA)
- Liability and Accountability for AI-Generated Content
- Developing Responsible AI Policies and Guidelines
- Building a Culture of Ethical AI Development
- Case Studies of Legal Challenges in Generative AI
- The Role of AI Ethics Boards and Committees
Schedule
FAQ
Does the course schedule include a Lunchbreak?
Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.
What languages are used to deliver training?
Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.
What does GTR stand for?
GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.
How do I find an Ascendient Learning training location?
We have training locations across the United States and Canada - View a complete list of classroom training locations.
Which delivery formats are available?
At Ascendient Learning, we offer training that is Instructor-Led, Online, Virtual, and Self-Paced.
Does Ascendient Learning deliver group training?
Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.
What does vendor-authorized training mean?
As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.
Is the training too basic, or will you go deep into technology?
It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.
How up-to-date are your courses and support materials?
We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.
Are your instructors seasoned trainers who have deep knowledge of the training topic?
Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.
Do you provide hands-on training and exercises in an actual lab environment?
Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.
Will you customize the training for our company’s specific needs and goals?
We will work with you to identify training needs and areas of growth. We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.
How do I get started with certification?
Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.
Will I get access to content after I complete a course?
You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.
How do I request a W9 for Ascendient Learning?
View our filing status and how to request a W9.
Reviews
Very interactive and in-depth course that really got me ready for the industry
Course was great and the instructor had an answer for anything that was asked during the course.
Instructor, Training material & span of the training is neatly planned.
The class and material is good. I think some of the software needs to be updated.
this class was informative, made me think about certifying for the suse manager cert.
