The Blog.

Hyperparameter Theft!

Hyperparameter optimization is akin to a secret ingredient in Willy Wonka’s Chocolate Factory. And, much like Arthur Slugworth, there are nefarious entities afoot in the machine learning community. In this article, Chief Scientist Paul Barba goes over the ins and outs of hyperparameter theft!

Tokenization in Two Minutes

Tokenization plays an important role in key text analytics features, like entity and theme extraction. Whether you’re building or buying, you’ve gotta know tokenization. In this two minute article, our Chief Scientist, Paul, lays out the fundamentals.

Summarization in Under 2 Minutes

Summarization is a lesser known solution provided by text analytics. In this post our Chief Scientist, Paul Barba, breaks down exactly what summarization is and how it works in 1 minute.

The Deceiving Dangers of Data Degradation

Remember your credit score from 7 years ago? No? Well the internet does. Does that matter? Can data scientists and businesses gain any meaningful insights from that information? JK Rajaretnam explores the importance of data degradation.

Categorization in 2 Minutes

Our Chief Scientist Paul Barba continues to break down complex text analytics concepts in the amount of time it takes to brew a coffee. This time he explores categorization.

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