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 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.
We ran a sentiment analysis on a database of nearly 145,000 song lyrics ranging from the 1940s to early 2000s. Our AI powered sentiment analysis engine, Salience, uncovered some pretty interesting insights…
There’s a famous quote, supposedly from Bill Gates, that goes “A breakthrough in machine learning would be worth ten Microsofts.” In the next 5 minutes you’ll understand exactly what machine learning is and what it can do and why everyone is excited about it.
Understanding the occasional, and often humorous, mixups that this onslaught leads to in social media analysis can help shed light on what to do when your brand is going through a PR crisis. In this example we look at the Royal Bank of Scotland and the Minnesota Vikings.