Code Monkey home page Code Monkey logo

job-analysis-using-crisp-dm's Introduction

Project Description

In this project, I've applied the CRISP-DM process to solve business question using Developer Survey dataset from Stack Overflow.

CRISP-DM (CRoss-Industry Standard Process for Data Mining) process consists of 6 steps as follows:

  1. Develop Business Understanding OR forming questions to be answered
  2. Develop Data Understanding
  3. Preparing Data
  4. Data Modelig
  5. Evaluating results to answer the questions of your interest
  6. Deploying changes based on results of analysis

Questions I'm trying to solve:

  1. How to enter the field?
  2. What are the job placement and salary rates for bootcamp?
  3. What affects or relates to salary?
  4. What relates to job satisfaction?

job-analysis-using-crisp-dm's People

Contributors

surabhithakare2128 avatar

Watchers

James Cloos 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.