Click to learn more about author Ryan Welsh. Almost any vendor doing machine learning (ML) is appropriating valued enterprise data for its own advantage; however, this is at the enterprise customer’s expense. Regardless of whether it’s a platform or an application using this technology, ML companies of all sizes want your data and are essentially using it […]
Three Reasons the Technical Talent Gap Isn’t to Blame for Failing AI Projects
Click to learn more about author David Talby. A shortage of technical talent has long been a challenge for getting AI projects off the ground. While research shows that this may still be the case, it’s not the end-all-be-all and certainly not the only reason so many AI initiatives are doomed from the start. Deloitte’s […]
Predicting the Purpose of a Drug with Information Extraction
Click to learn more about author Julian Bunzel. Keeping track of the latest developments in research is becoming increasingly difficult with all the information published on the Internet. This is why Information Extraction (IE) tasks are gaining popularity in many different domains. Reading literature and retrieving information is extremely exhausting, so why not automate it? At least […]
Practicing Data Science
Click to learn more about author Rosaria Silipo. There are many declinations of Data Science projects: with or without labeled data; stopping at data wrangling or involving Machine Learning algorithms; predicting classes or predicting numbers; with unevenly distributed classes, with binary classes, or even with no examples at all of one of the classes; with […]
Indico Project Delivers Dramatic Improvements to Machine Learning Model Training
According to a new press release, “Indico, a provider of Enterprise AI solutions for intelligent process automation, today announced the launch of a new open source project focused on enhancing the performance of machine learning for natural language processing. Named Finetune, the project offers users a single, general-purpose language model which can be easily tuned […]