11.321
Data Science and Machine Learning Principles for Real Estate

Core skills for real estate development, design, and planning are shifting to encompass analytics in data science and machine learning. Introduces the principles of data science and machine learning that are impacting the domain of real estate today. Learn from data scientists across technology companies, learn core data science in R and econometrics, and produce predictive analytics using machine learning techniques. Students program in the R language using a collaborative interactive development environment. Core knowledge of R is welcome, but not mandatory. Coding assignments, essays, and interactive application workshops used to discuss important topics in data science for real estate today.