BONUS! Cyber Phoenix Subscription Included: All Phoenix TS students receive complimentary ninety (90) day access to the Cyber Phoenix learning platform, which hosts hundreds of expert asynchronous training courses in Cybersecurity, IT, Soft Skills, and Management and more!
Course Overview
In this one – day, instructor led course in Washington, DC Metro, Tysons Corner, VA, Columbia, MD or Live Online, participants learn the core concepts and components that power Generative AI. Students explore real-world applications and understand the challenges and ethical considerations this technology may present. This course also covers machine learning and effective prompting techniques. By participating in this course, participants will be able to:
- Define Generative AI and explain its key concepts and components
- Identify and discuss real-world uses of Gen AI
- Summarize the limitations and challenges of GenAI
- Learn about machine learning, effective prompting, and ethical AI through hands-on exercises
Schedule
Currently, there are no public classes scheduled. Please contact a Phoenix TS Training Consultant to discuss hosting a private class at 301-258-8200.
Course Outline
Understanding Generative AI
The Big Picture
- ML is a subset of AI
- Deep Learning is a subset of ML
- GenAI is a subset of Deep Learning
Understanding AI Models
- Foundation Model
- Generative Models
- Large Language Models
The Mechanism Behind Generation
- Machine Learning
- Deep Learning
- Artificial Neural Networks
- Hands-on Activity: Training a Model
The Balance Between Randomness and Training
Tokens and Tokenization
Hands-on Activity: Latent Space Exploration
Tokens and Model Usage Pricing
Real-world Uses of Generative AI
Music, Movies, and Art
Hands-on Activity: Create with AI Art Tools
Game Design and Virtual Worlds
3D Modelling and Prototyping
Fashion and Apparel
Blogs, Articles, and Scripts
Hands-on Activity: Scriptwriting with AI
Advertising and Marketing
Deepfakes and Their Implications
Ethical Considerations and Limitations of AI
Ethical Considerations
- Authenticity and Misinformation
- Hands-on Activity: Deepfake detection workshop
- Bias and Fairness
- Intellectual Property
- Consent and Privacy
- Transparency and Accountability
- Impact on Employment
- Environmental Impact
- Safety and Security
- Regulation and Governance
- Public Perception and Trust
- Hands-on Activity: Bias detection workshop
Limitations and Challenges of GenAI
- Training Needs Data
- Computational Costs
- Quality and Realism
- Detection of AI-Generated Content
BONUS! Cyber Phoenix Subscription Included: All Phoenix TS students receive complimentary ninety (90) day access to the Cyber Phoenix learning platform, which hosts hundreds of expert asynchronous training courses in Cybersecurity, IT, Soft Skills, and Management and more!
Phoenix TS is registered with the National Association of State Boards of Accountancy (NASBA) as a sponsor of continuing professional education on the National Registry of CPE Sponsors. State boards of accountancy have final authority on the acceptance of individual courses for CPE credit. Complaints re-garding registered sponsors may be submitted to the National Registry of CPE Sponsors through its web site: www.nasbaregistry.org
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