by James Taylor | Aug 8, 2019 | Business Intelligence, Decision Management, Machine Learning
Trust is a big deal when it comes to machine learning. “Black box” algorithms, concerns about bias and a sense that data scientists may know everything about the data but nothing about the business all undermine trust in machine learning models. Indeed, building...
by James Taylor | May 10, 2019 | AI, Business Intelligence, Digital Business, Machine Learning
Many organizations are investing in artificial intelligence (AI) initiatives these days. However, many are also lumping all of the uses of AI into the same program. This is a terrible idea because AI technologies are being used for two very different business...
by James Taylor | Apr 2, 2019 | AI, Business Intelligence, Decision Management, Machine Learning, Predictive Analytics, Strategy
Many speakers on predictive analytics, machine learning (ML) and AI talk about the need to allow data science teams to fail. Without failure, without a willingness to fail sometimes, it’s very hard to build a successful data science program. This is true and often a...
