Lectures related to Kernels: Nonlinear Transformations

Related lectures (32)

Explores kernel tricks in support vector machines for efficient computation in high-dimensional spaces without explicit transformation.

Introduces fundamental machine learning concepts, covering regression, classification, dimensionality reduction, and deep generative models.