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PropertyQuants: Applying Data Science and Machine Learning to Real Estate Course

Online Event - Open Globally - 07/30/2020



PropertyQuants is offering a Masters' level course in applying data science and machine leanring 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.

30 Jul Online Event - Open Globally


Start Date: Thursday, July 30 20:00 EDT

End Date: Thursday, October 08 22:00 EDT

Venue: Online Event Online Event - Open Globally Online Event - Open Globally, Online Event - Open Globally - Online Event -

Keywords: Data Science | Machine Learning | Big Data | AI | Online Course | Real Estate Course | Real Estate Masters | Python | Quantitative Research | Data Analytics | Online Learning | Pandas | Automated Valuation | Appraisals | Statistical Valuation | Learn to Code | proptech | Real Estate | Property | Research | Real Estate Research


Course sessions start at 8pm EDT, and dates below are quoted per EDT times. The course is open to participants globally.


[B1] Python Bootcamp - July 30 & 31

[B2] Pandas Bootcamp - August 6 & 7

[B3] Scikit-Learn Bootcamp - August 13 & 14


[1] Course Introduction & Web Harvesting - August 20

[2] Property Price Indices - August 27

[3] Automated Valuation Models - September 3

[G1] Geographic Information Systems I - September 10

[G2] Geographic Information Systems II - September 17


[4] Time Series Forecasting I - September 24

[5] Time Series Forecasting II - October 1

[6] Cluster Analysis - October 8


Project Presentations - October 22 through November 12


To learn more and sign up, visit

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