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68 articles found

A scale heavily tipped to one side with data points Machine Learning
1 min read

The Struggle with Imbalanced Datasets

Imbalanced datasets are the bane of my existence. You have a million examples of one class and only a hundred of the other. The model just gets lazy and pr…

A koala sleeping peacefully in a eucalyptus tree Animals
1 min read

Why Koalas Sleep So Much

Koalas are famous for sleeping up to 20 hours a day. The reason is their diet. They eat eucalyptus leaves, which are tough, fibrous, and—to almost every…

Kotlin programming language logo and code JVM Languages
1 min read

Kotlin vs. Java: A Coexistence Story

When Kotlin first came out, I thought it was just a fad. But after Google made it first-class for Android, and I saw my colleagues writing less boilerplate…