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The Next AI Revolution: A Tutorial Using VAEs to Generate High-Quality Synthetic Data

The Next AI Revolution: A Tutorial Using VAEs to Generate High-Quality Synthetic Data

by Dr. Owns | Feb 21, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

What is synthetic data? Data created by a computer intended to replicate or augment existing data. Why is it useful? We have all experienced the success of ChatGPT, Llama, and more recently, DeepSeek. These language models are being used ubiquitously across society...
Do European M&Ms Actually Taste Better than American M&Ms?

Do European M&Ms Actually Taste Better than American M&Ms?

by Dr. Owns | Feb 21, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

(Oh, I am the only one who’s been asking this question…? Hm. Well, if you have a minute, please enjoy this exploratory Data Analysis — featuring experimental design, statistics, and interactive visualization — applied a bit too earnestly to resolve an international...
Talking about Games

Talking about Games

by Dr. Owns | Feb 21, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Game theory is a field of research that is quite prominent in Economics but rather unpopular in other scientific disciplines. However, the concepts used in game theory can be of interest to a wider audience, including data scientists, statisticians, computer...
Unraveling Spatially Variable Genes: A Statistical Perspective on Spatial Transcriptomics

Unraveling Spatially Variable Genes: A Statistical Perspective on Spatial Transcriptomics

by Dr. Owns | Feb 21, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

[ The article was written by Guanao Yan, Ph.D. student of Statistics and Data Science at UCLA. Guanao is the first author of the Nature Communications review article [1]. Spatially resolved transcriptomics (SRT) is revolutionizing Genomics by enabling the...
How To Generate GIFs from 3D Models with Python

How To Generate GIFs from 3D Models with Python

by Dr. Owns | Feb 20, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

As a data scientist, you know that effectively communicating your insights is as important as the insights themselves. But how do you communicate over 3D data? I can bet most of us have been there: you spend days, weeks, maybe even months meticulously collecting and...
Reinforcement Learning with PDEs

Reinforcement Learning with PDEs

by Dr. Owns | Feb 20, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Previously we discussed applying reinforcement learning to Ordinary Differential Equations (ODEs) by integrating ODEs within gymnasium. ODEs are a powerful tool that can describe a wide range of systems but are limited to a single variable. Partial Differential...
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