Lecture 12 (Hands on Machine Learning PyTorch & WandB) | Machine Learning CS391L - Spring 2025

Описание: This lecture is part of the graduate-level machine learning course offered at The University of Texas at Austin. This is Lecture 12 - Hands on Machine Learning with PyTorch & WandB. In this lecture, we consider a binary image classification problem and show how can we develop and refine (analyzing gradients, running hyperparameter sweep, etc) neural network solutions for such a problem using PyTorch and WandB libraries.

🔗 Resources & Materials:
Course webpage: https://utcs-ml-course.github.io
Course playlist:    • UT Austin Graduate ML Spring 2025  
Lecture Notes: https://utcs-ml-course.github.io/main...
Instructor: Prof. Inderjit Dhillon (https://www.cs.utexas.edu/~inderjit)
Teaching Assistant: Nilesh Gupta (https://nilesh2797.github.io/)
Affiliation: The University of Texas at Austin

#machinelearning #utaustin #deeplearning #cs391l #ai #datascience