Introduction to Generative AI
Definition and Concepts
History of Generative AI
Types of Generative Models
Fundamentals of Machine Learning
Supervised Learning
Unsupervised Learning
Reinforcement Learning
Deep Learning Techniques
Neural Networks Basics
Convolutional Neural Networks
Recurrent Neural Networks
Applications of Generative AI
Image Generation
Text Generation
Audio Synthesis
Practical Projects
Building a Chatbot
Creating Art with AI
Developing Music with AI
Ethics and Challenges
Bias in AI Models
Copyright Issues
Impact on Employment
Future Trends
Advancements in AI Research
Integration with Other Technologies
Societal Implications
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