UAI TRAINING COURSES
UAI’s missions is to enable utility transformation through analytics and we will continue to deliver on our mission with the addition of UAI Training. We launched training to help professionals improve skills on a range of industry topics centered around data and analytics.
Utility Analytics 101
Utility Analytics 101 is creating better citizen data scientists. This training is an introduction to utility analytics. You will learn about utility analytics terms and relationships, and about the world of data, including big data, databases, data structures, and data types. You will benefit from learning about utility analytics uses cases in various focus areas like asset health analytics, customer analytics, grid analytics, and safety analytics. You will explore data analysis and data prep with SQL. There is an introduction to and demonstrations of the fundamental concepts and best practices of data visualizations and you will learn how best to communicate results from your data analysis. Lastly, you will get time for application work and you will put it all together with Python.
Utility Analytics 201: Applied Machine Learning for Utility Professionals
This training introduces ML, including the concepts of exploratory data analysis, supervised learning (classification and regression), and unsupervised learning (dimensionality reduction and clustering). Participants will apply concepts through guided, hands-on activities.
Modernizing Data Governance for Utility Companies
The world of data management continues to change, but data governance doesn’t always keep pace. New governance practices and organizations are needed to be compatible with agile, big data, cloud, and self-service to support the changing business dynamics. Building beyond enforcement to prevention, controls to services and committees to communities are at the core of data governance evolution.