Machine learning is playing an increasingly important role in science and technology. In this advanced session, we focus on leveraging scikit-learn for high-performance machine learning. We will explore how to speed up model training using multicore processors and accelerators, as well as techniques for out-of-core learning. This workshop builds on the foundational concepts from the...
Venue: OARC Portal, 5628 Math Science Building, UCLA Registration: https://www.psc.edu/resources/training/hpc-workshop-big-data-may-13-14-2025/ UCLA-IDRE and Pittsburgh Supercomputing Center are pleased to announce a two day Machine Learning and Big Data workshop (May 13-14, 2025, 8 AM-2 PM PDT each day). This workshop will focus on topics including big data analytics and machine learning with Spark, and deep learning using Tensorflow. For registration...
The analysis of binary outcomes is widespread across scientific fields. This workshop introduces the basics of the most commonly used statistical model for binary outcomes, logistic regression. Some basic background on probability and odds will be provided, as well as a brief review of the model itself. This workshop then covers how to run a...