This is the fourth in a series of posts about the effects of bias on ML algorithms. In the previous post we discussed what happens when you train an algorithm with data that isn’t representative of the universe the algorithm will operate in. This week’s focus in on the effects of human prejudice on machine learning.Read more
We were excited to announce this morning that we've significantly enhanced the Alegion Training Data Platform. The new capabilities delivered with this release target the quality and efficiency requirements of large-scale machine learning initiatives.
You can read the press release below, and if you want to learn more about the Alegion Training Data Platform our website has a dedicated page here.
Alegion Announces Next-Generation Training Data Platform for Enterprise Artificial Intelligence (AI) InitiativesRead more
A recent article in The Register explored the increasing role of humans and how they come into play when training AI.Read more
The headline tells the story.
CIOs are increasingly recognizing the value of high-quality training data as they embrace their artificial intelligence initiatives, according to the industry experts at Gartner, Inc.Read more
To be successful with any AI project, one must take steps to fully comprehend “what deep learning is, how it works, and what its most effective applications are.” Ignoring these steps can only doom product development as well as introduce inefficiencies in team productivity.Read more
Machine learning (ML) enables computers to “discover patterns and relationships in data instead of being manually programmed.” This science to date is already impacting the way we live, “driving everything from Netflix recommendations to autonomous cars.” However, the more experiences that are built with ML, the more obvious it becomes that UXers are still in a learning phase when it comes to controlling the technology.Read more
Artificial Intelligence is thriving. Cars are driving themselves. We’re talking to things in our house. Smartphone apps can now recognize faces in photos and translate from one language to another. The possibilities seem endless.Read more
Rarely late to the party, venture capital firms are using machine learning and artificial intelligence to sift through potential investments, and the results are impressive.Read more
While the staging of Artificial Intelligence (AI) initiatives is all the rage at enterprises and startups across the country, AI is also top of mind at two of the world’s biggest companies – Google and Amazon.Read more
Researchers at USC’s Center for Artificial Intelligence in Society have long been applying Artificial Intelligence (AI) to protect wildlife. Now, with the help of sophisticated training data, they have applied a breakthrough technology that will make a difference.Read more