02_Data-Structures/02_Introduction-to-data-structures.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "hide_input": false
   },
   "outputs": [],
   "source": [
    "# before everything, import these libraries (Shift-Enter)\n",
    "\n",
    "from IPython.lib.display import YouTubeVideo"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# II. Data Structures > 02. Introduction to data structures\n",
    "\n",
    "\n",
    "**[<< Previous lesson](./01_Computational-complexity.ipynb)   |   [Next lesson >>](./03_Arrays.ipynb)**\n",
    "\n",
    "<hr>\n",
    "&nbsp;"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "toc": true
   },
   "source": [
    "<h1>Table of Contents<span class=\"tocSkip\"></span></h1>\n",
    "<div class=\"toc\"><ul class=\"toc-item\"><li><span><a href=\"#Introduction\" data-toc-modified-id=\"Introduction-1\"><span class=\"toc-item-num\">1&nbsp;&nbsp;</span>Introduction</a></span></li><li><span><a href=\"#Overview\" data-toc-modified-id=\"Overview-2\"><span class=\"toc-item-num\">2&nbsp;&nbsp;</span>Overview</a></span></li></ul></div>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<hr>\n",
    "&nbsp;\n",
    "\n",
    "## Introduction"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "hide_input": true
   },
   "outputs": [
    {
     "data": {
      "image/jpeg": 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\n",
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    "<hr>\n",
    "&nbsp;\n",
    "\n",
    "\n",
    "## Overview\n",
    "\n",
    "&nbsp;\n",
    "\n",
    "<img src=\"./attachments/Data_Structure_Operations.png\" alt=\"Data structure operations\">"
   ]
  }
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