Predicting Asset and Portfolio Value Using Machine Learning and Big Data

Description

While machine learning (ML) is revolutionizing residential real estate valuation, it has been used sparingly to predict commercial real estate prices. Appraisal values of commercial real estate assets are often lower than transaction values. Applying ML can reduce this error difference and potentially save asset managers and investors large amounts of capital. Big data adds variables that refine predictive accuracy. Learn how ML tools can predict CRE prices and provide investors with confidence to generate predictions for their CRE assets and portfolios.

Track: 

• 
  Creating Asset Value

Theme:

• Emerging Trends and Technologies

Handouts

• Predicting Asset and Portfolio Value Using Machine Learning and Big Data
• Predicting Asset and Portfolio Value Using Machine Learning and Big Data-1
• Predicting Asset and Portfolio Value Using Machine Learning and Big Data-2