Understand autoregressive generation and key decoding strategies like temperature, top-k, top-p, and beam search. Learn how to strategically control AI output for business value, ROI, and risk mitigation.
Understand the fundamental shift from discriminative to generative AI — how probability distributions, data generation, and five core architectures are reshaping machine learning.
Learn how deep learning models like LSTMs and Transformers generate music from sequential data, with practical use cases across media, gaming, and content.
