The Whys and Hows of Machine Learning

Join ACENET's Mat Larade as he gives an introduction to machine learning and what it can do for you and your organization’s analytical tools. He will begin by defining machine learning and basic terminology, before dispelling a few common myths. He’ll then discuss the internal resources you should ideally have in place from the outset of a project. He’ll also briefly outline some of the costs and processes to build the cornerstone of machine learning - a data-pipeline - and talk about some of its specific parts and their respective challenges. Finally, Mat will discuss the cost-benefits associated with starting a machine learning project, and ways to help safeguard its success and sustainability, before ending with a discussion of some of the common pitfalls to avoid from a managerial perspective. This is a beginner session oriented to business owners and project managers curious to learn more about machine learning, or who may have an idea that involves machine learning, but don't know where to begin.