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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "3895c65a-b923-4c86-94a4-a43dfb09eeab",
+   "metadata": {},
+   "source": [
+    "## Introduction\n",
+    "\n",
+    "Jupyter Notebooks are often used for data science and scientific\n",
+    "computing such as machine learning as the interactive design allow you\n",
+    "to experiment easily with your code. For our purpose, we will use\n",
+    "Notebooks as it’s a useful tool to learn how to code as well as writing\n",
+    "reports.\n",
+    "\n",
+    "*Note on the difference between Notebook and Lab: Jupyter Notebook\n",
+    "offers a simplified, lightweight notebook authoring experience, where\n",
+    "as, JupyterLab offers a feature-rich, tabbed multi-notebook editing\n",
+    "environment with additional tools like a customizable interface layout\n",
+    "and system console*\n",
+    "\n",
+    "## Setup and Installation\n",
+    "\n",
+    "Jupyter Notebooks can be installed either from the Anaconda Navigator\n",
+    "home page or directly from your Conda terminal.\n",
+    "\n",
+    "Terminal: `conda install conda-forge::jupyterlab`\n",
+    "\n",
+    "## Notebook Basics\n",
+    "\n",
+    "-   Creating a new notebook (`.ipynb`)\n",
+    "-   Types of cells:\n",
+    "    -   Code\n",
+    "    -   Markdown\n",
+    "    -   Raw\n",
+    "-   Running a cell: `Shift + Enter`\n",
+    "-   Adding/removing cells\n",
+    "-   Restarting the kernel\n",
+    "-   Saving and auto-checkpoints\n",
+    "\n",
+    "Jupyter Notebooks are files which allows you to combine *Code* and\n",
+    "*Markdown* cells in one single document. The code cells, allow you to\n",
+    "interactively run python code and print and plot data in your document.\n",
+    "If you wish to update or change data your code you can re-run the cell\n",
+    "to update the output. The markdown cells allows you to write text,\n",
+    "titles and insert images in your documentation using the markup language\n",
+    "*Markdown*.\n",
+    "\n",
+    "## Writing and Running Code\n",
+    "\n",
+    "-   Python syntax: - `print(\"Hello, world!\")` - Variables and\n",
+    "    functions - Loops and conditionals\n",
+    "-   Importing libraries: - `import numpy as np` -\n",
+    "    `import pandas as pd` - `import matplotlib.pyplot as plt`\n",
+    "\n",
+    "## Using Markdown\n",
+    "\n",
+    "-   Headers: `#`, `##`, `###`\n",
+    "-   Bullet lists: `- item`\n",
+    "-   Numbered lists: `1. item`\n",
+    "-   Emphasis: *italic*, **bold**, `monospace`\n",
+    "-   LaTeX equations:\n",
+    "    -   Inline: `$E = mc^2$`\n",
+    "    -   Block: `$$\\int_0^\\infty e^{-x^2} dx = \\frac{\\sqrt{\\pi}}{2}$$`\n",
+    "-   Embedding links and images\n",
+    "\n",
+    "## Interactive Widgets (optional)\n",
+    "\n",
+    "Install `ipywidgets` from your package manager\n",
+    "\n",
+    "``` python\n",
+    "import ipywidgets as widgets\n",
+    "widgets.IntSlider()\n",
+    "```\n",
+    "\n",
+    "Example using interact:\n",
+    "\n",
+    "``` python\n",
+    "from ipywidgets import interact\n",
+    "interact(lambda x: x**2, x=5)\n",
+    "```\n",
+    "\n",
+    "## Productivity Tips\n",
+    "\n",
+    "Here are some keyboard shortcuts to improve your productivity when\n",
+    "writing in notebooks.\n",
+    "\n",
+    "| Key | Action             |\n",
+    "|-----|--------------------|\n",
+    "| A   | insert cell above  |\n",
+    "| B   | insert cell below  |\n",
+    "| M   | switch to Markdown |\n",
+    "| Y   | switch to code     |\n",
+    "\n",
+    "Magic commands: - `%timeit`, `%matplotlib inline`, `%%bash` Splitting\n",
+    "and merging cells Auto-save behavior\n",
+    "\n",
+    "## Exporting and Sharing\n",
+    "\n",
+    "-   File \\> Download As:\n",
+    "    -   Notebook (`.ipynb`)\n",
+    "    -   HTML\n",
+    "    -   PDF (requires LaTeX)\n",
+    "    -   Markdown\n",
+    "-   Notebooks can be saved and shared via the following services: -\n",
+    "    GitHub - nbviewer.org - mybinder.org - JupyterHub"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.13.2"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}