diff --git a/open-machine-learning-jupyter-book/prerequisites/python-programming-advanced.ipynb b/open-machine-learning-jupyter-book/prerequisites/python-programming-advanced.ipynb
index 1a3638fd1..219f1c55e 100644
--- a/open-machine-learning-jupyter-book/prerequisites/python-programming-advanced.ipynb
+++ b/open-machine-learning-jupyter-book/prerequisites/python-programming-advanced.ipynb
@@ -15,7 +15,7 @@
     "\n",
     "import sys\n",
     "import os\n",
-    "!{sys.executable} -m pip install --quiet jupyterlab_myst ipython"
+    "!{sys.executable} -m pip install --quiet jupyterlab_myst ipython pytest"
    ]
   },
   {
diff --git a/open-machine-learning-jupyter-book/prerequisites/python-programming-basics.ipynb b/open-machine-learning-jupyter-book/prerequisites/python-programming-basics.ipynb
index e174ca9b7..d277e404e 100644
--- a/open-machine-learning-jupyter-book/prerequisites/python-programming-basics.ipynb
+++ b/open-machine-learning-jupyter-book/prerequisites/python-programming-basics.ipynb
@@ -1,5 +1,19 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "16159125",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Install the necessary dependencies\n",
+    "\n",
+    "import sys\n",
+    "import os\n",
+    "!{sys.executable} -m pip install --quiet jupyterlab_myst ipython"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "dcca180d",
@@ -4731,7 +4745,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.13"
+   "version": "3.9.18"
   }
  },
  "nbformat": 4,
diff --git a/open-machine-learning-jupyter-book/prerequisites/python-programming-introduction.ipynb b/open-machine-learning-jupyter-book/prerequisites/python-programming-introduction.ipynb
index 0b321110f..4f8bf002a 100644
--- a/open-machine-learning-jupyter-book/prerequisites/python-programming-introduction.ipynb
+++ b/open-machine-learning-jupyter-book/prerequisites/python-programming-introduction.ipynb
@@ -1,5 +1,19 @@
 {
  "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "55db1b3f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Install the necessary dependencies\n",
+    "\n",
+    "import sys\n",
+    "import os\n",
+    "!{sys.executable} -m pip install --quiet jupyterlab_myst ipython"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "3d063176",
@@ -21,6 +35,57 @@
     "---"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "6959d225",
+   "metadata": {},
+   "source": [
+    "<details>\n",
+    "\n",
+    "<summary><b>LICENSE</b></summary>\n",
+    "\n",
+    "MIT License\n",
+    "\n",
+    "Copyright (c) 2018 Oleksii Trekhleb\n",
+    "Copyright (c) 2018 Real Python\n",
+    "\n",
+    "Permission is hereby granted, free of charge, to any person obtaining a copy\n",
+    "of this software and associated documentation files (the \"Software\"), to deal\n",
+    "in the Software without restriction, including without limitation the rights\n",
+    "to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n",
+    "copies of the Software, and to permit persons to whom the Software is\n",
+    "furnished to do so, subject to the following conditions:\n",
+    "\n",
+    "The above copyright notice and this permission notice shall be included in all\n",
+    "copies or substantial portions of the Software.\n",
+    "\n",
+    "THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n",
+    "IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n",
+    "FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n",
+    "AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n",
+    "LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n",
+    "OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\n",
+    "SOFTWARE.\n",
+    "\n",
+    "</details>\n",
+    "\n",
+    "# Python programming basics\n",
+    "\n",
+    "## Python syntax\n",
+    "\n",
+    "**Python syntax compared to other programming languages**\n",
+    "\n",
+    "- Python was designed for readability and has some similarities to the English language with influence from mathematics.\n",
+    "- Python uses new lines to complete a command, as opposed to other programming languages which often use semicolons or parentheses.\n",
+    "- Python relies on indentation, using whitespace, to define scope; such as the scope of loops, functions and classes. Other programming languages often use curly brackets for this purpose.\n",
+    "\n",
+    "### Python indentations\n",
+    "\n",
+    "While in other programming languages the indentation in code is for readability only, in Python the indentation is very important.\n",
+    "\n",
+    "Python uses indentation to indicate a block of code."
+   ]
+  },
   {
    "attachments": {},
    "cell_type": "markdown",