Generative AI: Foundations and Concepts
Instructor: Ramin Mohammadi
Skills you'll gain
There are 4 modules in this course
This course provides an overview of some different concepts underpinning Generative AI, their mathematical principles, and their applications in engineering. The focus will be on the practical implementation of generative AI including, neural networks, attention mechanism, and advanced deep learning models.
Regularization and Advanced Techniques
Convolutional Neural Networks (CNNs)
Generative Models and Maximum Likelihood Learning
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