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# Required packages library(tidyverse) ## Warning: package 'ggplot2' was built under R version 4.3.1 ## Warning: package 'dplyr' was built under R version 4.3.1 ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## ✔ dplyr 1.1.4 ✔ readr 2.1.4 ##...
138 sym R (35095 sym/106 pcs) 29 img
Document
library(tidyverse) ## Warning: package 'tidyverse' was built under R version 4.3.1 ## Warning: package 'ggplot2' was built under R version 4.3.1 ## Warning: package 'purrr' was built under R version 4.3.1 ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ── ## �...
51 sym R (12478 sym/48 pcs)
Final Project Code
# Load necessary libraries library(caret) # For data preprocessing ## Loading required package: ggplot2 ## Loading required package: lattice library(dplyr) # For data manipulation ## ## Attaching package: 'dplyr' ## The following objects are masked from 'package:stats': ## ## filter, lag ## The following objects are masked from 'packag...
57 sym R (20306 sym/51 pcs) 3 img
Final Project
##### LOADING AND PREPPING DATA ##### library(tidyverse) ## Warning: package 'tidyverse' was built under R version 4.3.1 ## Warning: package 'ggplot2' was built under R version 4.3.1 ## Warning: package 'tidyr' was built under R version 4.3.1 ## Warning: package 'readr' was built under R version 4.3.1 ## Warning: package 'purrr' was built under R ...
2282 sym R (18122 sym/73 pcs) 7 img
final project
R Markdown library(tidyverse) ## Warning: package 'tidyverse' was built under R version 4.3.1 ## Warning: package 'ggplot2' was built under R version 4.3.1 ## Warning: package 'purrr' was built under R version 4.3.1 ## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 �...
616 sym R (15762 sym/96 pcs)
Survival Analysis
library(survminer) ## Warning: package 'survminer' was built under R version 4.3.1 ## Loading required package: ggplot2 ## Warning: package 'ggplot2' was built under R version 4.3.1 ## Loading required package: ggpubr ## Warning: package 'ggpubr' was built under R version 4.3.1 library(survival) ## ## Attaching package: 'survival' ## The followin...
185 sym R (41178 sym/146 pcs) 29 img 7 tbl
casestudy4
Utilizing Supervised Learning in Learning Analytics Case Study 4 Author Dr. Mighty Itauma Itauma Business Scenario: Predicting Student Performance In this case study, you are an analyst at an online education platform. The management is interested in predicting student performance based on various factors to provide personalized support and im...
1210 sym Python (11918 sym/16 pcs)
case study 4
Utilizing Supervised Learning in Learning Analytics Case Study 4 Author Siva reddy Business Scenario: Predicting Student Performance In this case study, you are an analyst at an online education platform. The management is interested in predicting student performance based on various factors to provide personalized support and improve the learn...
1196 sym Python (11918 sym/16 pcs)
final week
Utilizing Supervised Learning in Learning Analytics Case Study 4 Author Shahin Business Scenario: Predicting Student Performance In this case study, you are an analyst at an online education platform. The management is interested in predicting student performance based on various factors to provide personalized support and improve the learning ...
1114 sym Python (11763 sym/16 pcs)
Lab-4 case study
Utilizing Supervised Learning in Learning Analytics Case Study 4 Author Dr. Mighty Itauma Itauma Business Scenario: Predicting Student Performance In this case study, you are an analyst at an online education platform. The management is interested in predicting student performance based on various factors to provide personalized support and im...
1644 sym Python (15186 sym/66 pcs) 4 img