Merge pull request #103 from gperdrizet/dev

Updated materials for class 11/12

Author: gperdrizet

notebooks/notebooks.yml

@@ -108,8 +108,10 @@ units:
             file: "Lesson_12_linear_algebra_demo.ipynb"
           - name: "Statistical data types demo"
             file: "Lesson_12_statistics_demo.ipynb"
-          - name: "Lesson 12 activity"
+          - name: "Activity"
             file: "Lesson_12_activity.ipynb"
+          - name: "Activity solution"
+            file: "Lesson_12_activity_solution.ipynb"
           - name: "Anscombe's quartet demo"
             file: "anscombes_quartet.ipynb"
 
@@ -121,3 +123,12 @@ units:
             file: "Lesson_13_demo.ipynb"
           - name: "Activity"
             file: "Lesson_13_activity.ipynb"
+          - name: "Activity solution"
+            file: "Lesson_13_activity_solution.ipynb"
+
+      - number: "14"
+        title: "Advanced statistics"
+        topics: "Confidence intervals, hypothesis testing"
+        notebooks:
+          - name: "Activity"
+            file: "Lesson_14_activity.ipynb"

notebooks/unit2/lesson_12/Lesson_12_activity.ipynb

@@ -29,8 +29,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
-   "id": "8de14613",
+   "execution_count": null,
+   "id": "d8526de0",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -39,110 +39,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "id": "9eb120c9",
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>weather_condition</th>\n",
-       "      <th>wind_strength</th>\n",
-       "      <th>temperature_c</th>\n",
-       "      <th>rainfall_inches</th>\n",
-       "      <th>humidity_percent</th>\n",
-       "      <th>pressure_hpa</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>Sunny</td>\n",
-       "      <td>Light Breeze</td>\n",
-       "      <td>8.2</td>\n",
-       "      <td>0.13</td>\n",
-       "      <td>48.8</td>\n",
-       "      <td>1016.5</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>Snowy</td>\n",
-       "      <td>Gale</td>\n",
-       "      <td>1.6</td>\n",
-       "      <td>0.29</td>\n",
-       "      <td>89.6</td>\n",
-       "      <td>1009.4</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>Rainy</td>\n",
-       "      <td>Strong Wind</td>\n",
-       "      <td>7.3</td>\n",
-       "      <td>0.01</td>\n",
-       "      <td>100.0</td>\n",
-       "      <td>1003.3</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>Cloudy</td>\n",
-       "      <td>Light Breeze</td>\n",
-       "      <td>21.6</td>\n",
-       "      <td>0.62</td>\n",
-       "      <td>49.3</td>\n",
-       "      <td>1006.9</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>Sunny</td>\n",
-       "      <td>Calm</td>\n",
-       "      <td>12.0</td>\n",
-       "      <td>1.09</td>\n",
-       "      <td>38.6</td>\n",
-       "      <td>1016.0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "  weather_condition wind_strength  temperature_c  rainfall_inches  \\\n",
-       "0             Sunny  Light Breeze            8.2             0.13   \n",
-       "1             Snowy          Gale            1.6             0.29   \n",
-       "2             Rainy   Strong Wind            7.3             0.01   \n",
-       "3            Cloudy  Light Breeze           21.6             0.62   \n",
-       "4             Sunny          Calm           12.0             1.09   \n",
-       "\n",
-       "   humidity_percent  pressure_hpa  \n",
-       "0              48.8        1016.5  \n",
-       "1              89.6        1009.4  \n",
-       "2             100.0        1003.3  \n",
-       "3              49.3        1006.9  \n",
-       "4              38.6        1016.0  "
-      ]
-     },
-     "execution_count": 2,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Load the weather dataset\n",
     "url = 'https://gperdrizet.github.io/FSA_devops/assets/data/unit2/weather.csv'\n",
@@ -336,7 +236,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": ".venv",
    "language": "python",
    "name": "python3"
   },
@@ -350,7 +250,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.12"
+   "version": "3.12.3"
   }
  },
  "nbformat": 4,