diff --git a/registry/coder/modules/jupyter-notebook/README.md b/registry/coder/modules/jupyter-notebook/README.md
index 9c0cd5e22..a509df6a1 100644
--- a/registry/coder/modules/jupyter-notebook/README.md
+++ b/registry/coder/modules/jupyter-notebook/README.md
@@ -16,7 +16,7 @@ A module that adds Jupyter Notebook in your Coder template.
 module "jupyter-notebook" {
   count    = data.coder_workspace.me.start_count
   source   = "registry.coder.com/coder/jupyter-notebook/coder"
-  version  = "1.1.1"
+  version  = "1.2.0"
   agent_id = coder_agent.example.id
 }
 ```
diff --git a/registry/coder/modules/jupyter-notebook/main.tf b/registry/coder/modules/jupyter-notebook/main.tf
index 61cf25ebf..568e8ca7a 100644
--- a/registry/coder/modules/jupyter-notebook/main.tf
+++ b/registry/coder/modules/jupyter-notebook/main.tf
@@ -48,13 +48,27 @@ variable "group" {
   default     = null
 }
 
+variable "requirements_path" {
+  type        = string
+  description = "The path to requirements.txt with packages to preinstall"
+  default     = ""
+}
+
+variable "pip_install_extra_packages" {
+  type        = string
+  description = "List of extra packages to preinstall (example: numpy==1.26.4 pandas matplotlib<4 scikit-learn)"
+  default     = ""
+}
+
 resource "coder_script" "jupyter-notebook" {
   agent_id     = var.agent_id
   display_name = "jupyter-notebook"
   icon         = "/icon/jupyter.svg"
   script = templatefile("${path.module}/run.sh", {
     LOG_PATH : var.log_path,
-    PORT : var.port
+    PORT : var.port,
+    REQUIREMENTS_PATH : var.requirements_path,
+    PIP_INSTALL_EXTRA_PACKAGES : var.pip_install_extra_packages
   })
   run_on_start = true
 }
diff --git a/registry/coder/modules/jupyter-notebook/run.sh b/registry/coder/modules/jupyter-notebook/run.sh
index 0c7a9b85f..797d9b41f 100644
--- a/registry/coder/modules/jupyter-notebook/run.sh
+++ b/registry/coder/modules/jupyter-notebook/run.sh
@@ -20,6 +20,24 @@ else
   echo "🥳 jupyter-notebook is already installed\n\n"
 fi
 
+# Install packages selected with REQUIREMENTS_PATH
+if [ -n "${REQUIREMENTS_PATH}" ]; then
+  if [ -f "${REQUIREMENTS_PATH}" ]; then
+    echo "📄 Installing packages from ${REQUIREMENTS_PATH}..."
+    pipx -q runpip notebook install -r "${REQUIREMENTS_PATH}"
+    echo "🥳 Packages from ${REQUIREMENTS_PATH} have been installed\n\n"
+  else
+    echo "⚠️  REQUIREMENTS_PATH is set to '${REQUIREMENTS_PATH}' but the file does not exist!\n\n"
+  fi
+fi
+
+# Install packages selected with PIP_INSTALL_EXTRA_PACKAGES
+if [ -n "${PIP_INSTALL_EXTRA_PACKAGES}" ]; then
+  echo "📦 Installing additional packages: ${PIP_INSTALL_EXTRA_PACKAGES}"
+  pipx -q runpip notebook install ${PIP_INSTALL_EXTRA_PACKAGES}
+  echo "🥳 Additional packages have been installed\n\n"
+fi
+
 echo "👷 Starting jupyter-notebook in background..."
 echo "check logs at ${LOG_PATH}"
 $HOME/.local/bin/jupyter-notebook --NotebookApp.ip='0.0.0.0' --ServerApp.port=${PORT} --no-browser --ServerApp.token='' --ServerApp.password='' > ${LOG_PATH} 2>&1 &