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## Final Project (R programming)

Use any techniques (correlation, regression, machine learning, deep learning, etc.) to answer the following two questions:

·  What factors significantly impact the amount of wines (AmountWines)?

o  Due date: Monday 12/13/2021 11:59pm CT

o  Data: Canvas-assignment-Final Project

o  Submit your codes via Canvas-assignment-Final Project

o  Submission format: r.script and Single Excel summary output

You must follow below steps. Otherwise, your code wont work on my machine

§  Manually set your working directory (from toolbar  Session), DO NOT hardcode the file path.

§  Only use the following code to read data from your local drive

data_independent  <- read.csv(file = ‘data – for student – independent variables.csv’)

data_dependent <- read.csv(file = ‘data – for student – dependent variable.csv’)

y <- data_dependent\$AmountWines

§  Enter your name, such as:

first_name<-‘Yan’

last_name<-‘Lang’

§  Assign new_data, lower-case, to represent all independent variables you decided to use

§  Assign model, to represent your models name

§  Assign preds, lower-case, to represent your y-predictions based on the results of your model. If your data has 1500 rows, then you should see 1500 rows of predictions.

§  write below code after calculating your predictions

rmse<- sqrt(mean((y – preds)^2))

§  Combine, first_name, last_name, and rmse as one single csv output file, name the csv file as: finaloutput

§  At the end of your scripts, write the following code (this is for TA, when testing your code, dont run those lines.)

source(“predictdata.R”)

o  Due date: Monday 12/13/2021 11:59pm CT

o  Submit your file via Canvas-assignment-Final Project

o  Submission format: Single Word file

§  Data visualization

§  Executive summary reports

§  etc.

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