File this one under: While the rest of the world was busy trying to get virtual assistants to tell dad jokes, researchers in Estonia figured out how to Deepfake people at the molecular level. We’ve seen a delightful onslaught of AI-generated content over…
A trio of researchers at Ghent University has combined a convolutional neural network with computational neuroscience to create a model that simulates human cochlear mechanics. In their paper published in Nature Machine Intelligence, Deepak Baby, Arthur Van Den Broucke and Sarah Verhulst describe how…
If your business is like most, it probably has some automation or AI in its sales process. It might provide information to customers or reinforce your value proposition. Maybe it helps close a sale. Given the market conditions that are driving greater…
In this blog post we propose a taxonomy of 6 levels of Auto ML, similar to the taxonomy used for self-driving cars. Here are the 6 levels: ●Level 0: No automation. You code your own ML algorithms. From scratch. In C++. ●Level…
Extracting immediate predictions from machine learning algorithms on the spot based on brand-new data can offer a next level of interaction and potential value to its consumers. The infrastructure and tech stack required to implement such real-time systems is also next level,…
In order to provide holistic, quality care for patients, clinicians have to address the non-clinical factors that influence overall wellness – individuals’ social determinants of health. While it is widely understood that these determinants have a significant impact on physical health, providers…
The integration of large datasets and powerful computational capabilities has resulted in the widespread use of machine learning (ML) in science, technology, and industry. However, most of the recent ML developments focus on supervised methods which require large training tests. However, these…
If “crowdsourcing sarcasm” feels like a Twitter bio, then it’s not hard to understand how crucial sarcasm is to modern language — which is why researchers in China have developed an AI capable of detecting sarcasm, according to a recent paper published on the…
One of the most powerful ways through which we convey the results of data science is visualization, from simple Excel graphs through advanced displays like network diagrams and bespoke visuals. What most outside the data science community don’t realize is just how…
INTRODUCTION Sentiment analysis (or opinion mining) aims to automatically extract and classify sentiments (the subjective part of an opinion) and/or emotions (the projections or display of a feeling) expressed in text. There are several language features that we use to indicate sentiment…
