AI-Powered Market Analysis
AI is transforming commercial real estate, making market analysis faster and more precise. This self-paced course equips CRE professionals with AI-driven tools for market research, forecasting, and investment analysis.
Welcome to the Course!
Course Description and Outline
Meet the Course Creator
Why Use AI in CRE Market Analysis?
Core AI Models Behind Market Analysis
Using Regression Models for Smarter Market Predictions in CRE
Linear Regression Models - A Practical Example
Smarter CRE Decisions with AI-Powered Decision Trees
Decision Tree Models - A Practical Example
Neural Networks – Advanced AI for Smarter CRE Predictions
Data Cleaning and Pre-processing in Commercial Real Estate Market Analysis
Using AI for Supply and Demand Analyses
Using AI to Track CRE Supply-Side Data Faster
Gathering and Summarizing Supply Side Data
Activity: Researching Supply-Side Data
Using AI to Track Demand-Side Trends in CRE
Using AI to Understand Retail Demand and Marketplace Competition
Employment Demand
Predictive Analytics in Supply/Demand Analysis
Exploring AI-Driven Solutions: Real-World Scenarios for LLMs in Supply and Demand Analysis
Comparative Market Reports (CMA) with Artificial Intelligence
Custom GPT's to Use for Market Analysis
Deep Research Platforms in Market Analysis
Vibe Coding - The Future of Web Applications
Brainstorming Ideas for Market Analysis
Bonus: Custom Spreadsheets for Market Analysis - Shift Share
Goodbye and a Special Offer
Final Course Survey