Home Price Estimation analysis
Project scope
Categories
Product or service launchSkills
data processing machine learning google maps algorithms problem solving non-disclosure agreement (intellectual property law)Positions available: 3-4 students in 1 team or 4 students individually
We are a technology company helping realtors find the dream homes for their clients. Our idea is to make searching for properties as customizable as possible.
Finding out about the characteristics of a home is the subject of this project. Specifically, given the address of a home we want to find the characteristics of each property based on the map data. Map data can be obtained from open maps, municipality, or google maps. Given geolocation of some properties in the map, we want to know how far a property is to a given street. Given the nature of this work, the student will learn about image processing techniques and machine learning techniques. For example, to detect a property in a map, we need to apply a classification algorithm that classifies each object to true or false. True means that the object is a property (detached or attached house) or it is not a property.
Requirements:
- familiar with data processing concepts
- familiar with classification problem solving (nice to have)
- familiar with python
Further information can be discussed under NDA.
weekly update meetings and slack updates
About the company
KnockNow is a technology powerhouse empowering real estate firms to be more customer-obsessed by providing customizable searches to their clients. Through our proprietary algorithms, we help realtors find new listings.