Using Big Data for Good Requires Testing, Transparency, Precision, and Due Diligence Big data can help drive decisions in almost every aspect of our lives—from the way financial products are ...
Machine learning and deep learning have been widely embraced, and even more widely misunderstood. In this article, I’ll step back and explain both machine learning and deep learning in basic terms, ...
Much of our reams of data sit in large databases of unstructured text. Finding insights among emails, text documents, and websites is extremely difficult unless we can search, characterize, and ...
As computing power has increased and data science has expanded into nearly every area of our lives, we have entered the age of the algorithm. While our personal and professional data is being compiled ...
The Foundations of Data Structures and Algorithms specialization includes two optional preparation courses and a three-course pathway to earn admission to the Online MS in Computer Science. You must ...
Lack of transparency and biased training data mean these tools are not fit for purpose. If we can’t fix them, we should ditch them. Yeshimabeit Milner was in high school the first time she saw kids ...
“This program had absolutely nothing to do with race… but multi-variable equations.” That’s what Brett Goldstein, a former policeman for the Chicago Police Department (CPD) and current Urban Science ...
Algorithms are meaningless without good data. The public can exploit that to demand change. Every day, your life leaves a trail of digital breadcrumbs that tech giants use to track you. You send an ...