Giter Site home page Giter Site logo

miguelangelnieto / predicting-boston-housing-prices Goto Github PK

View Code? Open in Web Editor NEW
0.0 1.0 0.0 221 KB

Built a model to predict the value of a given house in the Boston real estate market using various statistical analysis tools. Identified the best price that a client can sell their house utilizing machine learning.

HTML 67.28% Jupyter Notebook 32.72%
learning-curves model-complexity model-tuning metric-performance statistical-analysis cross-validation bias underfitting variance overfitting

predicting-boston-housing-prices's Introduction

Predicting Boston Housing Prices

Part of the Machine Learning Nanodegree Program.

Built a model to predict the value of a given house in the Boston real estate market using various statistical analysis tools. Identified the best price that a client can sell their house utilizing machine learning.

  • bias/underfitting & variance/overfitting
  • Learning Curves
  • Model Complexity
  • Model Tuning
  • Metric Performance
  • Statistical Analysis
  • Cross Validation

Home Page

LinkedIn

predicting-boston-housing-prices's People

Contributors

miguelangelnieto avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.