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

Online Event - Open Globally - 07/30/2020

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EVENT OVERVIEW

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 https://propertyquants.com/training/

The CRETECH community can enter CRETECH10 in the 'Notes' section when registering at https://propertyquants.com/training/ to get 10% off the course price.

30 Jul Online Event - Open Globally

EVENT DETAILS

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 -

Tags: Data - Artificial Intelligence Solution | Tech-Enabled Solution

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

AGENDA

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 https://propertyquants.com/training/