Real Estate Investment Value Prediction Model

Open
Main contact
Experiential AI LLC
Seattle, Washington, United States
Employer
(5)
4
Portals
(1)
Project
Academic experience
120 hours of work total
Learner
Anywhere
Advanced level

Project scope

Categories
Data analysis Data modelling Financial modeling Investment Economics
Skills
financial modeling influencing skills python (programming language) user experience (ux) real estate investments economics real estate data analysis loans forecasting
Details

The project aims to develop a predictive financial investment model for real estate, focusing on estimating the future value of properties based on investors' goals. The model will integrate historical data of investment properties with macroeconomic indicators, county-specific insights, investment rates, and loan types. By analyzing these factors, the model will provide a comprehensive understanding of how various elements influence property values over time. This project offers learners the opportunity to apply their knowledge of data analysis, financial modeling, and economic principles to a real-world scenario. The goal is to create a tool that can assist investors in making informed decisions by predicting property values at specific future points.

Deliverables

The primary deliverable is a functional predictive model that estimates real estate investment values. Additional deliverables include a detailed report explaining the model's methodology, data sources, and assumptions. The model will have a UX component for input values and an output UX with projected values, along with the actual model (Python, etc.). The team will also provide a presentation summarizing the project's findings and potential applications. The deliverables will demonstrate the learners' ability to synthesize classroom knowledge into practical financial modeling solutions.

Mentorship
Domain expertise and knowledge

Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.

Skills, knowledge and expertise

Sharing knowledge in specific technical skills, techniques, methodologies required for the project.

Hands-on support

Direct involvement in project tasks, offering guidance, and demonstrating techniques.

Regular meetings

Scheduled check-ins to discuss progress, address challenges, and provide feedback.

Supported causes

The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.

Industry, innovation and infrastructure

About the partner

Partner
Seattle, Washington, United States
2 - 10 employees
It & computing, Sales, Technology
Representation
Small Business

Experiential AI is a SaaS-based company that focuses on creating world-class human-centric sales experiences through knowledge and insight.