You will learn some of the world's most powerful predictive models. We cover a variety of machine learning algorithms and survival models. We have a hands-on approach, working on real …
Covers end-to-end processes relating to the capture, organization, use, and protection of data for analytical purposes. You will learn how to build an optimized relational database and use SQL to …
Prototyping and Product Development is an action-oriented and project-based course. You and your team will identify a problem, develop multiple prototypes that address the problem, and test prototypes through iterative …
We cover natural language processing, deep learning, and artificial intelligence to apply them to text and image data. You will learn algorithms that are the backbone of technologies used by …
This course will introduce the latest practices and technologies for managing big data. It will first compare and contrast big data to relational data in both operational and analytical data …
Teams will solve an analytics challenge from a sponsoring company. The company will provide the data and the problem. You and your team will design a solution in the form …
In the second capstone course you will assess the business impact of your solution and should be done in conjunction with the sponsoring company. Key assessment questions may include: a) …
Course investigates practical challenges policy researchers face conducting impact evaluations. Develop capacity to replicate prominent empirical research using experimental & quasi-experimental methods & present results in compelling, accessible formats.Course primarily …
In this course, you acquire skills in analytics project scoping, planning, risk analysis and management, resource allocation and budgeting, monitoring, and real options thinking. You will use state-of-the-art software such …
In this course, you will build a more accurate and up-to-date understanding of what drives human behavior, understand the nature and complexity of moral issues that digital technology and analytics …