Gen AI in Action: Impact and Possibilities

Übersicht

Unlock the full potential of Artificial Intelligence with the AI and ChatGPT course from the University of South Florida

Lehrplan

• Introduction to Artificial Intelligence
Overview of AI: Definition and History
Key Concepts in AI: Machine Learning, Neural Networks
AI vs. Human Intelligence
• The Role of Generative AI
Understanding Generative AI
Applications in Various Industries
Future Prospects of Generative AI
• Exploring ChatGPT
Introduction to ChatGPT
How ChatGPT Works: Architecture and Training
Use Cases of ChatGPT Across Different Domains
• Generative AI Tools and Applications
Text Generation and Natural Language Processing
Image and Video Creation with AI
AI in Music and Art
• Ethical and Social Implications of AI
Bias and Fairness in AI Systems
Privacy, Security, and Surveillance Concerns
The Impact of AI on Employment and Society
• Hands-On Workshop: Building with AI Tools
Setting Up an AI Development Environment
Creating and Deploying a Simple AI Model
Experimenting with ChatGPT
• Key Challenges and Limitations
Data Dependency and Quality Issues
AI Explainability and Transparency
Technical Limitations and Overcoming Them
• The Future of AI and Generative Models
Emerging Trends in AI Development
AI Regulation and Policy Considerations
The Global AI Landscape
• Course Recap and Future Learning
Review of Key Concepts and Tools
Recommended Resources for Continued Study
Discussion on Career Opportunities in AI

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Fachgebiete

Computer Science