Memorization in Machine Learning Series: Dataset distributions, history, and biases

In this video, I'll walk you through properties, history and biases of how machine learning dataset creation works. These are important fundamentals to understand for both using machine learning systems, but also understanding how and why memorization happens.

The blog series page is located at: https://blog.kjamistan.com/a-deep-dive-into-memorization-in-deep-learning.html

The article on datasets is here: https://blog.kjamistan.com/machine-learning-dataset-distributions-history-and-biases.html

Stay tuned for more explainers on the phenomenon of memorization in ML and AI systems!

Видео Memorization in Machine Learning Series: Dataset distributions, history, and biases канала Probably Private