1. Introduction to Generative AI
- What is Generative AI?
- Applications of Generative AI: Text, Images, Code
- Generative vs. Discriminative Models
- Evolution of Generative Models
2. Neural Networks and Transformers
- Overview of Neural Networks
- Introduction to Transformer Models
- How Transformers Revolutionized AI
- Pre-trained Models: GPT, BERT, T5
3. Text Generation Techniques
- Extractive vs. Abstractive Summarization
- Natural Language Generation (NLG)
- Text-based Applications: Chatbots, Article Generation
- Fine-tuning Models for Summarization
4. Image and Video Generation
- Generative Adversarial Networks (GANs)
- Generating Images: DALL·E, MidJourney
- Deepfakes and Ethical Concerns
- Video Generation and Future Trends
Generative AI Course
Master the fundamentals of Generative AI, from language models to image and video generation.
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