Multiple Linear Regression Scripts
README Ajit Chavhan 22/11/2020
Simple Linear Regression Program
File Structure: readme.txt 50_startups analysis_50_startup 50_startups prediction Toyota Corolla ToyotaCorolla Dataset prediction Model toyota_analysis
Development Environment: My script was developed RStudio Version 1.3.1056
Usage: Install RStudio. Open file in RStudio and change the code according to you dataset for various situations and run it.
File Description 50_startups- Script file in R language Toyota Corolla- Script file in R language 50_startups prediction - Report file which demonstrate my approach towards result for 50 start up dataset ToyotaCorolla Dataset prediction Model - Report file which demonstrate my approach towards result for ToyotaCorolla dataset analysis_50_startup - This file contains the different outcome of r function to observe the output and act accordingly on 50 start up dataset toyota_analysis - This file contains the different outcome of r function to observe the output and act accordingly on ToyotaCorolla dataset
objective:-
- ToyotaCorolla dataset -> Consider only the below columns and prepare a prediction model for predicting Price.
- for 50 start up dataset -> Prepare a prediction model for profit of 50_startups data.
Note :- I have added some png files which are the different graphs on both the datasets for EDA and result observation purpose. Also added the snapshot of both the datasets.