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lectures/live-coding/data/milk_fat _true.csv

@@ -0,0 +1,11 @@
+week,fat
+1,0.31
+2,0.39
+3,0.5
+4,0.58
+5,0.59
+6,0.64
+7,0.68
+8,0.66
+9,0.67
+10,0.7

lectures/live-coding/data/milk_fat_train.csv

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+week,fat
+11,0.72
+12,0.68
+13,0.65
+14,0.64
+15,0.57
+16,0.48
+17,0.46
+18,0.45
+19,0.31
+20,0.33
+21,0.36
+22,0.3
+23,0.26
+24,0.34
+25,0.29
+26,0.31
+27,0.29
+28,0.2
+29,0.15
+30,0.18
+31,0.11
+32,0.07
+33,0.06
+34,0.01
+35,0.01

lectures/live-coding/lecture1-demo.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "ba0fbdd8-cdbe-4903-b2ab-9da3e6fc9aa3",
+   "metadata": {},
+   "source": [
+    "# Lecture 1: Code demo"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "32a43678-52dd-4363-b8c7-3c5a2be54362",
+   "metadata": {
+    "vscode": {
+     "languageId": "r"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "suppressPackageStartupMessages(library(tidyverse))\n",
+    "library(palmerpenguins)\n",
+    "library(infer)\n",
+    "library(modelr)\n",
+    "\n",
+    "options(repr.plot.width = 20, repr.plot.height = 10) "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "155a1313-db56-4b4c-8e60-d1549f27186b",
+   "metadata": {},
+   "source": [
+    "## Part I"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "75b32b08-1740-4a91-af3a-6d830b1250c5",
+   "metadata": {},
+   "source": [
+    "## Part II - Confidence Interval"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f47bce6b-1dcc-4750-ad8c-92805c7fb517",
+   "metadata": {},
+   "source": [
+    "## Part III - Hypothesis Test"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "63ae535b-741a-466b-a18a-2f101affe021",
+   "metadata": {},
+   "source": [
+    "## Part IV - Range Problem"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "R",
+   "language": "R",
+   "name": "ir"
+  },
+  "language_info": {
+   "codemirror_mode": "r",
+   "file_extension": ".r",
+   "mimetype": "text/x-r-source",
+   "name": "R",
+   "pygments_lexer": "r",
+   "version": "4.4.1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}