What will we learn in this workshop - 

1. Image Generation Fundamentals: Explore diffusion models for image generation inspired by thermodynamics.

2. Attention Mechanism Mastery: Understand neural network attention mechanisms for focused input analysis.

3. Encoder-Decoder Architecture: Grasp the core of sequence-to-sequence tasks with this architecture.

4. Transformer Models & BERT: Discover Transformer architecture and BERT's applications.

5. Crafting Image Captioning Models: Learn to create image captioning models using deep learning.

6. Generative AI Studio Introduction: Understand Generative AI Studio on Vertex AI for model customization.

7. Generative AI Explorer - Vertex AI: Hands-on labs for using Generative AI on Google Cloud's Vertex AI.

8. Explore AI Models with Model Garden: Practical experience in exploring and evaluating AI models.