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Ray solution #524

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76d5ac6
replaced Height and Weight
Rayycoding Oct 14, 2023
de2a615
removed idea folder
Rayycoding Oct 14, 2023
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40 changes: 20 additions & 20 deletions 1-Introduction/04-stats-and-probability/assignment.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -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": {}
Expand All @@ -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": [
Expand Down Expand Up @@ -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": {}
Expand Down Expand Up @@ -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": {}
Expand Down Expand Up @@ -249,4 +249,4 @@
},
"nbformat": 4,
"nbformat_minor": 2
}
}
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