diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index ae248778..cecfeae8 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -87,11 +87,10 @@ jobs:
           sudo yum remove python3-requests -y
           python3 -m pip install -r scripts/requirements.txt
       
-      # TODO: Re-enable and fix for yum instead of apt
-      #- name: Install selenium dependecies for r studio
-      #  run: |
-      #    chmod +x ./scripts/selenium_setup.sh 
-      #    ./scripts/selenium_setup.sh
+      - name: Install selenium dependecies for r studio
+        run: |
+          chmod +x ./scripts/selenium_setup.sh 
+          ./scripts/selenium_setup.sh
           
       - name: Install pydoit fixed
         run: |
diff --git a/images/scipy-ml-notebook/Dockerfile b/images/scipy-ml-notebook/Dockerfile
index 9cd683f5..2f48bc91 100644
--- a/images/scipy-ml-notebook/Dockerfile
+++ b/images/scipy-ml-notebook/Dockerfile
@@ -1,5 +1,5 @@
 ARG BASE_TAG=latest
-FROM ghcr.io/ucsd-ets/datascience-notebook:2023.4-fix-rstudio-proxy
+FROM ghcr.io/ucsd-ets/datascience-notebook:$BASE_TAG
 
 USER root
 
@@ -50,7 +50,6 @@ RUN mamba install -c "nvidia/label/cuda-11.8.0" cuda-nvcc \
     fix-permissions /home/$NB_USER && \
     mamba clean -a -y
 
-
 #RUN mamba list | egrep '(cuda-version|nvidia/label/cuda)' | awk '{ print $1"=="$2;}' > public/envs/test3/conda-meta/pinned
 
 RUN mamba install nccl -c conda-forge -y && \
diff --git a/scripts/selenium_setup.sh b/scripts/selenium_setup.sh
index abaa4889..0cc2e697 100644
--- a/scripts/selenium_setup.sh
+++ b/scripts/selenium_setup.sh
@@ -1,32 +1,32 @@
-#!/bin/bash
-
-# File google-chrome.list allows `apt update` to fetch the latest stable of Chrome
-# OLD: sudo bash -c "echo 'deb [arch=amd64] http://dl.google.com/linux/chrome/deb/pool/main/g/google-chrome-stable/google-chrome-stable_114.0.5735.90-1_amd64.deb' >> /etc/apt/sources.list.d/google-chrome.list"
-
-# Prepare chrome repo
-wget -q -O - https://dl.google.com/linux/linux_signing_key.pub | sudo apt-key add -
-
-echo "deb [arch=amd64] http://dl.google.com/linux/chrome/deb/ stable main" | sudo tee /etc/apt/sources.list.d/google-chrome.list
-
-sudo apt -y update
-
-# Install latest Chrome
-sudo apt -y install google-chrome-stable unzip
+# Prepare the chrome repo
+sudo wget -q -O - https://dl.google.com/linux/linux_signing_key.pub | sudo rpm --import -
+
+# Configure it
+echo "[google-chrome]
+name=google-chrome - \$basearch
+baseurl=http://dl.google.com/linux/chrome/rpm/stable/\$basearch
+enabled=1
+gpgcheck=1
+gpgkey=https://dl.google.com/linux/linux_signing_key.pub" | sudo tee /etc/yum.repos.d/google-chrome.repo
+
+# Update pkg list
+sudo dnf makecache
+
+# Install the latest Google Chrome
+sudo dnf -y install google-chrome-stable unzip
 chrome_version=$(grep -iEo "[0-9.]{10,20}" <(google-chrome --version))
 echo "The stable Chrome version is: ${chrome_version}"
 
 # ISSUE: Chrome driver may not have the same latest version for download
 # Workaround: fetch the LATEST_RELEASE version available for download
-# OLD: driver_version=$(curl -s -L https://chromedriver.storage.googleapis.com/LATEST_RELEASE_114)
 
-# Download latest chrome driver, instead of above methods
+# Download the latest Chrome Driver
 driver_version=$(curl -s -L https://googlechromelabs.github.io/chrome-for-testing/LATEST_RELEASE_STABLE)
 echo "Latest Chrome driver version is: ${driver_version}"
-# OLD: wget https://chromedriver.storage.googleapis.com/${driver_version}/chromedriver_linux64.zip
 wget https://edgedl.me.gvt1.com/edgedl/chrome/chrome-for-testing/${driver_version}/linux64/chromedriver-linux64.zip
 
-# install Chrome Driver
-unzip chromedriver-linux64.zip 
-sudo mv chromedriver-linux64/chromedriver /usr/bin/chromedriver 
-sudo chown root:root /usr/bin/chromedriver 
-sudo chmod +x /usr/bin/chromedriver
+# Install Chrome Driver
+unzip chromedriver-linux64.zip
+sudo mv chromedriver /usr/local/bin/chromedriver
+sudo chown root:root /usr/local/bin/chromedriver
+sudo chmod +x /usr/local/bin/chromedriver
\ No newline at end of file