Publications by Surya
DA Lab-9
Importing necessary libaries library(ISLR) ## Warning: package 'ISLR' was built under R version 4.3.2 library(boot) library(MASS) library(tidyverse) ## Warning: package 'dplyr' was built under R version 4.3.2 ## Warning: package 'lubridate' was built under R version 4.3.2 ## ── Attaching core tidyverse packages ─────────�...
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Data_Analytics_lab_8
Importing necessary libaries and datasets library(ISLR) ## Warning: package 'ISLR' was built under R version 4.3.2 library(boot) library(MASS) library(tidyverse) ## Warning: package 'dplyr' was built under R version 4.3.2 ## Warning: package 'lubridate' was built under R version 4.3.2 ## ── Attaching core tidyverse packages ─────�...
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Data_Analytics_Assignment_5
Loading the dataset and libaries. library(ISLR2) ## Warning: package 'ISLR2' was built under R version 4.3.2 library(ISLR) ## Warning: package 'ISLR' was built under R version 4.3.2 ## ## Attaching package: 'ISLR' ## The following objects are masked from 'package:ISLR2': ## ## Auto, Credit library(class) library(glmnet) ## Warning: packag...
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Survey_Data
I am importing required libaries to know the correlation of questions with the survey data. library(tidyverse) ## Warning: package 'dplyr' was built under R version 4.3.2 ## Warning: package 'lubridate' was built under R version 4.3.2 ## ── Attaching core tidyverse packages ───────────────────────�...
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Survey_Data
I am importing required libaries to know the correlation of questions with the survey data. library(tidyverse) ## Warning: package 'dplyr' was built under R version 4.3.2 ## Warning: package 'lubridate' was built under R version 4.3.2 ## ── Attaching core tidyverse packages ───────────────────────�...
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Data_Analytics_Lab_1
I am importing the libraries needed to run these notes. library(tidyverse) ## Warning: package 'dplyr' was built under R version 4.3.2 ## Warning: package 'lubridate' was built under R version 4.3.2 ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dpl...
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Data_Analytics_Assignment_1
library(tidyverse) ## Warning: package 'dplyr' was built under R version 4.3.2 ## Warning: package 'lubridate' was built under R version 4.3.2 ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dplyr 1.1.3 ✔ readr 2.1.4 ## ✔ forcats 1...
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Data_Analytics_Assignment_1
library(tidyverse) ## Warning: package 'dplyr' was built under R version 4.3.2 ## Warning: package 'lubridate' was built under R version 4.3.2 ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dplyr 1.1.3 ✔ readr 2.1.4 ## ✔ forcats 1...
5547 sym R (1922 sym/8 pcs) 1 img
Final_Project
I am importing the libraries needed to run these notes. library(tidyverse) ## Warning: package 'dplyr' was built under R version 4.3.2 ## Warning: package 'lubridate' was built under R version 4.3.2 ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dpl...
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Model_Critique
Model Critque: We are going to Critiquing on Linear regression notebook of week-8 module. I have discussed the following issues and ways to mitigate their impact on the model: Analytical issues, such as model assumptions Overcoming biases (existing or potential) Possible risks or societal implications Crucial issues which might not be measurable...
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