The architecture of imagination. Moving beyond classification into generation. We will deconstruct Diffusion Models, GANs, and Latent Space manipulation to understand how machines "see" and "dream."
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Agents, Environments, and Reward functions. Build an AI that learns to master complex games and control systems from zero.
Applying Deep Learning to complex network structures. Analyze social networks, molecular structures, and knowledge graphs.
Predicting the future with data. Implement LSTMs and Transformers specifically tuned for sequential temporal data.