Coder Social home page Coder Social logo

developerrsam / predict-boston-housing-prices_-udacity-nd-project- Goto Github PK

View Code? Open in Web Editor NEW
0.0 0.0 0.0 305 KB

In this project, you will apply basic machine learning concepts on data collected for housing prices in the Boston, Massachusetts area to predict the selling price of a new home. You will first explore the data to obtain important features and descriptive statistics about the dataset. Next, you will properly split the data into testing and training subsets, and determine a suitable performance metric for this problem. You will then analyze performance graphs for a learning algorithm with varying parameters and training set sizes. This will enable you to pick the optimal model that best generalizes for unseen data. Finally, you will test this optimal model on a new sample and compare the predicted selling price to your statistics.

HTML 71.81% Jupyter Notebook 27.45% Python 0.74%

predict-boston-housing-prices_-udacity-nd-project-'s Introduction

Hi there ๐Ÿ‘‹

Here are some facts about me:

  • ๐Ÿ˜Š Hello folks, This is Rahul Samantara.
  • ๐Ÿ”ญ Iโ€™m currently working on various projects for different companies.
  • ๐ŸŒฑ Iโ€™m currently learning back-end and state management tools.
  • ๐Ÿ‘ฏ Iโ€™m looking to collaborate on anything related to flutter and dart.
  • ๐Ÿ’ฌ Ask me about anything related to tech(especially Flutter โค).
  • ๐Ÿ“ซ How to reach me: mailto:[email protected]
  • โšก Fun fact: I am a fun loving guy with creative tech skills.

Rahul Samantara's github stats

predict-boston-housing-prices_-udacity-nd-project-'s People

Contributors

developerrsam avatar

Watchers

 avatar  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.