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AutoML


Have you ever wondered what, fundamentally, scientifically, makes a piece of cake different from a slice of bread or a cookie? Me neither. But now this important, controversial question finally has an answer, thanks to explainable machine learning. (Sort of.) In machine learning, explainability is the study of how we can make models more interpretable, …

What happens to business contracts in an organization after signature? Usually, the answer is nothing. They sit in Gmail, Drive, or in a dedicated contract repository until, in rare cases, someone needs to recheck the agreement terms. At which point a scramble ensues to find the contract, read through it, and discover what exactly was …

Building AI-powered apps can be painful. I know. I’ve endured a lot of that pain because the payout of using this technology is often worth the suffering. The juice is worth the squeeze, as they say. Happily, over the past five years, developing with machine learning has gotten much easier thanks to user-friendly tooling. Nowadays I find …

When it comes to customer satisfaction, the customer service experience can often be more important than the actual product. According to Forbes, companies lost about $75 billion in 2018 due to poor customer service, and 39% of customers who experienced poor customer service will not do business with the offending company again. An important part of …

Artificial intelligence has become a focus of certain ethical concerns, but it also has some major sustainability issues. Last June, researchers at the University of Massachusetts at Amherst released a startling report estimating that the amount of power required for training and searching a certain neural network architecture involves the emissions of roughly 626,000 pounds of carbon …

The enterprise applications for artificial intelligence and machine learning seem to grow by the day. To take advantage of everything AI/ML technologies have to offer, it’s important to have a platform that supports your needs fully—whether you’re a developer, a data scientist, an analyst, or just interested in AI. But with so many features and …