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Changed introduction
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"source": [
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"# Introduction to Machine Learning II\n",
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" \n",
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"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",
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"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",
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"\n",
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"# Objectives\n",
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"\n",
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"* Learn how to read data from a file or URL with pandas\n",
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"* Learn how to use the pandas DataFrame data structure\n",
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"* Learn how to select features\n",
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"* Understand better the Perceptron and SVM machine learning algorithms"
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"* Understand better and SVM machine learning algorithm"
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]
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},
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{
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.5.1+"
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"version": "3.5.1"
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}
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},
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"nbformat": 4,
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