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	Changed introduction
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		| @@ -27,7 +27,7 @@ | ||||
|    "source": [ | ||||
|     "# Introduction to Machine Learning II\n", | ||||
|     " \n", | ||||
|     "In this lab session, we will go deeper in some aspects that were introduced in the previous session. This time we will delve into a little bit more detail about reading datasets, analysing data and selecting features. In addition, we will explore two additional machine learning algorithms: perceptron and SVM in a binary classification problem provided by the Titanic dataset.\n", | ||||
|     "In this lab session, we will go deeper in some aspects that were introduced in the previous session. This time we will delve into a little bit more detail about reading datasets, analysing data and selecting features. In addition, we will explore the machine learning algorithm SVM in a binary classification problem provided by the Titanic dataset.\n", | ||||
|     "\n", | ||||
|     "# Objectives\n", | ||||
|     "\n", | ||||
| @@ -37,7 +37,7 @@ | ||||
|     "* Learn how to read data from a file or URL with pandas\n", | ||||
|     "* Learn how to use the pandas DataFrame data structure\n", | ||||
|     "* Learn how to select features\n", | ||||
|     "* Understand better the Perceptron and SVM machine learning algorithms" | ||||
|     "* Understand better  and SVM machine learning algorithm" | ||||
|    ] | ||||
|   }, | ||||
|   { | ||||
| @@ -106,7 +106,7 @@ | ||||
|    "name": "python", | ||||
|    "nbconvert_exporter": "python", | ||||
|    "pygments_lexer": "ipython3", | ||||
|    "version": "3.5.1+" | ||||
|    "version": "3.5.1" | ||||
|   } | ||||
|  }, | ||||
|  "nbformat": 4, | ||||
|   | ||||
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