This graduate-level course will examine modern techniques for analyzing and modeling the structure and dynamics of complex networks. The focus will be on statistical algorithms and methods, and both ...

The goal of a time series regression problem is best explained by a concrete example. Suppose you own an airline company and you want to predict the number of passengers you'll have next month based ...

“Social media companies have never been much help when it comes to helping their users understand how content flows on their platforms. That makes it simultaneously more difficult and more important ...

Microsoft Research data scientist Dr. James McCaffrey explains what neural network Glorot initialization is and why it's the default technique for weight initialization. In this article I explain what ...

It has become standard fare for large, enterprise organizations to reach out to the open source community to fill the void between the software their projects need, and the amount of software their ...