{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "python_warmup.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "authorship_tag": "ABX9TyOEi8XHqenlASf9vONzCFp+",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "sfPTTBWm7-ck",
        "colab_type": "text"
      },
      "source": [
        "## Python Warm Up\n",
        "\n",
        "In this exercise, we will take a look at some basic Python Concepts needed for\n",
        "day-to-day coding. "
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "oNRBa6IP8MSq",
        "colab_type": "text"
      },
      "source": [
        "Check the installed Python version."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "M4IpqoZB74T-",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "513abea9-a23e-4d6f-94a6-cf15657e304c"
      },
      "source": [
        "! python --version"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Python 3.6.9\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "rPARvah08TyU",
        "colab_type": "text"
      },
      "source": [
        "## Simple For Loop"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "5GvPz6lq8K02",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 199
        },
        "outputId": "d0b2a3cb-82ec-4a2b-8248-01f4797d4291"
      },
      "source": [
        "for i in range(10):\n",
        "  print(i)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "0\n",
            "1\n",
            "2\n",
            "3\n",
            "4\n",
            "5\n",
            "6\n",
            "7\n",
            "8\n",
            "9\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "F6n81SAs8fCe",
        "colab_type": "text"
      },
      "source": [
        "## List"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "EAGPmo_p8Rnb",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "list_items = ['a', 'b', 'c', 'd', 'e']"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "kYEIV6XD8lM4",
        "colab_type": "text"
      },
      "source": [
        "### Retrieving an Element"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "AelxfaSb8eMa",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "600ded1b-0dc2-4212-dcc6-8c8342c61776"
      },
      "source": [
        "list_items[2]"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            },
            "text/plain": [
              "'c'"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 6
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Diq7GJ2D8xRz",
        "colab_type": "text"
      },
      "source": [
        "### Append New Values"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "HiLbXKfI8kbd",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "list_items.append('f')"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "73QwwXz_8sIS",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "22b7f8bd-e795-45bc-f2b9-acad4171b01e"
      },
      "source": [
        "list_items"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "['a', 'b', 'c', 'd', 'e', 'f']"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 6
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "BDgDdUpt882f",
        "colab_type": "text"
      },
      "source": [
        "### Remove an Element"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "2GKIL0r68t7P",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "list_items.remove('a')"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "pQuXKIdK83B8",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "4bc57378-bbcb-453d-9560-93d72943cd01"
      },
      "source": [
        "list_items"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "['b', 'c', 'd', 'e', 'f']"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 9
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "g4Vx6Xp_9A3w",
        "colab_type": "text"
      },
      "source": [
        "## Dictionary"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "uUy92xNf874L",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "dictionary_items = {'a':1, 'b': 2, 'c': 3}"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "6ScumadJ9L1B",
        "colab_type": "text"
      },
      "source": [
        "### Retrieving an Item by Key"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "0wfx1NPd9HW-",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "6733f5f5-fb16-4100-be1e-9644c8e05646"
      },
      "source": [
        "dictionary_items['b']"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "2"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 14
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "SLZaxNGF9Ti6",
        "colab_type": "text"
      },
      "source": [
        "### Append New Item with Key"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Yg5l5JWd9KSd",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "dictionary_items['d'] = 5"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "CogFEHMC9RR6",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "8e4ece35-4ff4-43d0-d987-9ab92fb7a357"
      },
      "source": [
        "dictionary_items"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{'a': 1, 'b': 2, 'c': 4, 'd': 5}"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 18
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "8T72elv79s4h",
        "colab_type": "text"
      },
      "source": [
        "### Delete an Item with Key"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ulL6FICs9ShT",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "del dictionary_items['a'] "
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "L7LBwW_g9nqX",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "bd253ebf-5234-48e6-e123-b8924edcbfcc"
      },
      "source": [
        "dictionary_items"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{'b': 2, 'c': 4, 'd': 5}"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 20
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "rfZxTSqY9q8h",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "N7tJWW7x92gr",
        "colab_type": "text"
      },
      "source": [
        "## Comparators"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "j6XSFo4t98N2",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "x = 10\n",
        "y = 20 \n",
        "z = 30"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "CQYmzcXp9-EQ",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "eb294f35-ec00-42bb-e8fc-7d395ba5d4cf"
      },
      "source": [
        "x > y "
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "False"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 23
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "nkUknFCR-EDi",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "944a8680-f510-4da9-8a5a-aa496d4984f7"
      },
      "source": [
        "x < z"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "True"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 24
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hpfneYGG-J6X",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "1591572c-89ac-452b-9c2d-b7f9a4327e44"
      },
      "source": [
        "z == x"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "False"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 25
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "fgiWJsa0-Lch",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "4a6d1e73-3d07-4bf9-8d61-e58cc8ee6b99"
      },
      "source": [
        "if x < z:\n",
        "  print(\"This is True\")"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "This is True\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "jf16U36c-QYM",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "b4dc6050-172d-43e6-ff57-e8b3e1e20f65"
      },
      "source": [
        "if x > z:\n",
        "  print(\"This is True\")\n",
        "else:\n",
        "  print(\"This is False\")  "
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "This is False\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Fjvmki23-Yee",
        "colab_type": "text"
      },
      "source": [
        "## Arithmetic"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "oQxoWP72-VV4",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "62a62e52-8cb1-46d0-938e-f80410d84890"
      },
      "source": [
        "k = x * y * z\n",
        "k"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "6000"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 28
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "FexgTnGE-dA3",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "1189e480-f18f-4354-e5fb-887c52ccdc00"
      },
      "source": [
        "j = x + y + z\n",
        "j"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "60"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 29
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "-sT6kKkq-hwJ",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "86e769b9-372e-4e2f-e438-de6289b9285c"
      },
      "source": [
        "m = x -y \n",
        "m"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "-10"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 30
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "aNNhnougOEVV",
        "colab_type": "text"
      },
      "source": [
        ""
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "4AR0E_Dr-7k-",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "182662ee-5d88-4912-d8a6-ff43371deb70"
      },
      "source": [
        "n = x / z\n",
        "n"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0.3333333333333333"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 31
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "fuIznlr-OTpI",
        "colab_type": "text"
      },
      "source": [
        "## Numpy"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "hy4h3Dr5OFPR",
        "colab_type": "text"
      },
      "source": [
        "### Create a Random Numpy Array "
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "GeK34E0zON_b",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import numpy as np"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Pv4zprn9OHFd",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "d9962fc2-8ae6-418f-8a22-f50ee85ba03f"
      },
      "source": [
        "a = np.random.rand(100)\n",
        "a.shape"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(100,)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 34
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "TsGHk2AdOdzA",
        "colab_type": "text"
      },
      "source": [
        "### Reshape Numpy Array"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "soPCH8VHOKwy",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "73d3668f-215c-44ca-b60a-a24af9ea8e4d"
      },
      "source": [
        "b = a.reshape(10,10)\n",
        "b.shape"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(10, 10)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 35
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Qs53WmYPOjfm",
        "colab_type": "text"
      },
      "source": [
        "### Manipulate Array Elements"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "chodumrwOepy",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "7ff86837-2068-4794-d701-32f2b8f714bc"
      },
      "source": [
        "c = b * 10\n",
        "c[1][0]"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "7.916261386148415"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 40
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "UgYDDDrgOtgk",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "outputId": "117b98d6-b23e-4842-f191-b29aa2ad0ed2"
      },
      "source": [
        "c = np.mean(b,axis=1)\n",
        "c.shape"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "(10,)"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 41
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "dskGK1HJUG4F",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 54
        },
        "outputId": "26eca454-58a2-453e-97de-5c2b511b155c"
      },
      "source": [
        "print(c)"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "[0.58068464 0.75920489 0.55326323 0.42282685 0.37987765 0.44600994\n",
            " 0.42849223 0.48782651 0.58758143 0.5704763 ]\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "ZPxzhqDpUHmY",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}