AI+ Real Estate™

AI in Real Estate: Pioneering the Future of Property Innovation

* Foundational Insights: Understand the core AI technologies shaping real estate, from automated valuation models to predictive analytics and smart home systems. 
* Advanced Applications: Master AI tools for property valuation, dynamic market forecasting, fraud detection, targeted marketing, enhancing decision-making and operational efficiency. 
* Specialized Expertise: Deepen your knowledge of AI in investment strategies, risk management, energy optimization, and compliance to unlock new levels of business performance. 
* Capstone Project: Create AI-driven solutions for real-world real estate challenges—automating pricing, optimizing property investments, and securing transactions. 

Module 1: Introduction to AI & Machine Learning in Real Estate

+ 1.1 Introduction to AI
+ 1.2 Types of Machine Learning (ML) in Real Estate
+ 1.3 Challenges & Limitations of AI
+ 1.4 Use Cases
+ 1.5 Case Study
+ 1.6 Hands-on Module 2: AI in Property Valuation & Price Prediction

* 2.1 How AI Estimates Property Values
* 2.2 Comparative Market Analysis (CMA) with AI
* 2.3 AI for Future Market Trend Forecasting
* 2.4 Use Cases
* 2.5 Case Study
* 2.6 Hands-on Module 3: AI in Marketing & Lead Generation

+ 3.1 AI for Real Estate Marketing & Personalization
+ 3.2 AI Chatbots & Virtual Assistants
+ 3.3 AI in Social Media & SEO
+ 3.4 Use Cases
+ 3.5 Case Study
+ 3.6 Hands-on Module 4: AI for Fraud Detection & Risk Management

* 4.1 AI for Detecting Real Estate Fraud
* 4.2 AI for Loan & Mortgage Risk Assessment
* 4.3 AI for Anti-Money Laundering (AML) in Real Estate
* 4.4 Use Cases
* 4.5 Case Study
* 4.6 Hands-on Module 5: AI in Smart Homes & Property Automation

* 5.1 AI-Powered Smart Homes & IoT
* 5.2 AI for Energy Efficiency & Sustainability
* 5.3 AI-Enhanced Security & Surveillance
* 5.4 Use Cases
* 5.5 Case Study
* 5.6 Hands-on Module 6: AI in Compliance & Ethics

* 6.1 AI’s Role in Fair Lending & Bias Detection
* 6.2 AI-Powered Legal Document Verification
* 6.3 Regulatory Challenges & Ethical Concerns
* 6.4 Use Cases
* 6.5 Case Study
* 6.6 Hands-on Module 7: AI for Business Strategy & Decision-Making

* 7.1 AI in Real Estate Investment & Site Selection
* 7.2 AI-Driven Risk Management & Predictive Maintenance
* 7.3 AI in Real Estate Portfolio Optimization
* 7.4 Use Cases
* 7.5 Case Study
* 7.6 Hands-on Module 8: AI Strategy & Capstone Project

* 8.1 Real-World Case Study: “End-to-End AI Implementation in Real Estate”
* 8.2 Final Project: AI Strategy Implementation Tools you will explore

* TensorFlow
* Keras
* Hadoop
* Power BI
* Python
* Tableau
* Matplotlib
* SQL

Online proctored exam included, with one free retake.
Exam format: 50 questions, 70% passing, 90 minutes, online proctored exam

Access to all materials and exams is provided for 365 days after delivery.

Instructor-led OR Self-paced course + Official exam + Digital badge