Michael Galarnyk

Ph.D. student at Georgia Tech

Michael Galarnyk is a machine learning Ph.D. student at Georgia Tech working in machine learning for finance.

Synthetic Data for Machine Learning

By Michael Galarnyk, Ph.D. student at Georgia Tech on February 12, 2024 in Machine Learning
You don't always have high-quality labeled datasets for supervised machine learning. Learn about why you should augment your real data with synthetic data as well as the ways to generate it.
5 Reasons Why You Need Synthetic Data

By Michael Galarnyk, Ph.D. student at Georgia Tech on February 6, 2023 in Computer Vision
Collecting and labeling data in the real world can be time-consuming and expensive. This data can also come with quality, diversity, and quantity issues. Fortunately, problems like these can be helped with synthetic data.
Setup and use JupyterHub (TLJH) on AWS EC2

By Michael Galarnyk, Ph.D. student at Georgia Tech on January 23, 2023 in MLOps
JupyterHub is a multi-user, container-friendly version of the Jupyter Notebook. However, it can be difficult to setup. This blog post will make you less likely to run into issues in this 15+ step process.

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