A machine-learning algorithm demonstrated the capability to process data that exceeds a computer's available memory by identifying a massive data set's key features and dividing them into manageable ...
Davit Buniatyan is the Founding CEO at Activeloop, the company behind the fastest-growing dataset format specifically designed for AI. "If I want to tell you there is a spot on your shirt," Steve Jobs ...
When working with comprehensive datasets every data scientist seems to have their favorite go to. For free resources, Mansi Singhal CEO of qplum pointed to data.gov, Socrata, Amazon OpenData, Google ...
Our understanding of progress in machine learning has been colored by flawed testing data. The 10 most cited AI data sets are riddled with label errors, according to a new study out of MIT, and it’s ...
Inverting a matrix is one of the most common tasks in data science and machine learning. In this article I explain why inverting a matrix is very difficult and present code that you can use as-is, or ...
A screenshot of mislabeled images from ImageNet, a dataset used to test machine learning systems. In one instance, it applied a "nipple" label to a photo of a baby. (ImageNet/MIT) The datasets, which ...