Merge pull request microsoft#524 from Rayycoding/raySolution

Ray solution

Author: leestott

1-Introduction/04-stats-and-probability/assignment.ipynb

@@ -3,9 +3,9 @@
   {
    "cell_type": "markdown",
    "source": [
-    "## Introduction to Probability and Statistics\r\n",
-    "## Assignment\r\n",
-    "\r\n",
+    "## Introduction to Probability and Statistics\n",
+    "## Assignment\n",
+    "\n",
     "In this assignment, we will use the dataset of diabetes patients taken [from here](https://www4.stat.ncsu.edu/~boos/var.select/diabetes.html)."
    ],
    "metadata": {}
@@ -14,10 +14,10 @@
    "cell_type": "code",
    "execution_count": 13,
    "source": [
-    "import pandas as pd\r\n",
-    "import numpy as np\r\n",
-    "\r\n",
-    "df = pd.read_csv(\"../../data/diabetes.tsv\",sep='\\t')\r\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "\n",
+    "df = pd.read_csv(\"../../data/diabetes.tsv\",sep='\\t')\n",
     "df.head()"
    ],
    "outputs": [
@@ -149,16 +149,16 @@
   {
    "cell_type": "markdown",
    "source": [
-    "\r\n",
-    "In this dataset, columns as the following:\r\n",
-    "* Age and sex are self-explanatory\r\n",
-    "* BMI is body mass index\r\n",
-    "* BP is average blood pressure\r\n",
-    "* S1 through S6 are different blood measurements\r\n",
-    "* Y is the qualitative measure of disease progression over one year\r\n",
-    "\r\n",
-    "Let's study this dataset using methods of probability and statistics.\r\n",
-    "\r\n",
+    "\n",
+    "In this dataset, columns as the following:\n",
+    "* Age and sex are self-explanatory\n",
+    "* BMI is body mass index\n",
+    "* BP is average blood pressure\n",
+    "* S1 through S6 are different blood measurements\n",
+    "* Y is the qualitative measure of disease progression over one year\n",
+    "\n",
+    "Let's study this dataset using methods of probability and statistics.\n",
+    "\n",
     "### Task 1: Compute mean values and variance for all values"
    ],
    "metadata": {}
@@ -201,8 +201,8 @@
   {
    "cell_type": "markdown",
    "source": [
-    "### Task 4: Test the correlation between different variables and disease progression (Y)\r\n",
-    "\r\n",
+    "### Task 4: Test the correlation between different variables and disease progression (Y)\n",
+    "\n",
     "> **Hint** Correlation matrix would give you the most useful information on which values are dependent."
    ],
    "metadata": {}
@@ -249,4 +249,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 2
-}
+}