PropertyQuants offers Masters’ level course on Applying Data Science and Machine Learning to Real Estate

Learn to apply data science to real estate in a live online course taught by PhD instructors with decades of experience in quantitative investing. This 11-week Masters’ level class features in-depth hands-on sessions and includes an optional module on programming and data science fundamentals. 





PropertyQuants is offering a Masters' level course in applying data science and machine learning to real estate. Instructors are PhD Data Scientists with decades of experience in quantitative investing. A version of this course was taught at a leading business school in Q1 2020.

This live online course features in-depth hands-on classes. The course runs for up to 11 weeks, depending on the modules taken.

What you will learn:

  • Data Science Fundamentals (applicable to all industries) including Python, Pandas, and Scikit-Learn;
  • Data Science Methods for Real Estate, including index construction, automated valuation, cluster analysis, and time series forecasting (ARIMA, VAR, VECM, and modern ML methods);
  • The ability to utilise large datasets to determine fair transaction prices and forecast future returns;
  • Geographic Information Systems (software for spatial location analysis and visualization).


You will complete an individual capstone project where participants can work on a dataset that is relevant to them. Optional 1-on-1 sessions and graded assignments are included. Participants to date have come from across real estate industry, investing, appraisals, proptech, and data science.

This course is relevant for:

  • Anyone involved in real estate research aiming to use data and machine learning to produce game-changing insights and unlock the value of large datasets;
  • Those looking to get into the rapidly growing proptech industry;
  • Investors who want to use data-driven approaches to find exceptional opportunities and beat the market.

Learn more about the course, the instructors, and PropertyQuants at


The CRETECH community can enter CRETECH10 in the 'Notes' section when registering at to get 10% off the course price.