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1.Introduction to the Course

2.An Introduction to Generative AI

3.Building Blocks of Deep Neural Networks

4.Teaching Networks to Generate Digits

5.Painting Pictures with Neural Networks Using VAEs

Project

Recognize Handwritten Digits Using a Deep Neural Network

6.Image Generation with GANs

Project

Dataset Augmentation with GANs

7.Style Transfer with GANs

Assessment

Assessment: Introduction to Generative AI to Style Transfer

8.Deepfakes with GANs

9.The Rise of Methods for Text Generation

10.NLP 2.0: Using Transformers to Generate Text

11.Composing Music with Generative Models

Project

Generating New Music with Artificial Intelligence

12.Play Video Games with Generative AI: GAIL

13.Emerging Applications in Generative AI

Assessment

Assessment: Deepfakes using GANs to Emerging Applications

14.Conclusion

15.Appendix

Quiz: Generative AI