This course is designed for Ph.D. students whose primary field of study is machine learning, or who intend to make machine learning methodological research a main focus of their thesis. It will give ...

For logistic regression models, studies suggest that a Student’s t-distribution with five degrees of freedom is more appropriate than a normal distribution ( Ghosh et al., 2018 ). For this ...

This is a tentative schedule and is subject to change. Please note that Youtube takes some time to process videos before they become available.

# Import the libraries we need to use in this lab # Using the following line code to install the torchvision library # !conda install -y torchvision # PyTorch Library import torch # PyTorch Neural ...

During this semester you'll builds a solid foundation in AI and Machine Learning, covering key mathematical concepts such as linear algebra, neural networks, and advanced models including CNNs and ...