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Update 2_0_1_Objectives.ipynb
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"cell_type": "markdown",
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"cell_type": "markdown",
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"metadata": {},
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"metadata": {},
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"source": [
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"source": [
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""
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""
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{
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{
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"\n",
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"\n",
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"* Learn to use scikit-learn\n",
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"* Learn to use scikit-learn\n",
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"* Learn the basic steps to apply machine learning techniques: dataset analysis, load, preprocessing, training, validation, optimization and persistence.\n",
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"* Learn the basic steps to apply machine learning techniques: dataset analysis, load, preprocessing, training, validation, optimization and persistence.\n",
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"* Learn how to do a exploratory data analysis\n",
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"* Learn how to do an exploratory data analysis\n",
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"* Learn how to visualise a dataset\n",
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"* Learn how to visualise a dataset\n",
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"* Learn how to load a bundled dataset\n",
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"* Learn how to load a bundled dataset\n",
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"* Learn how to separate the dataset into traning and testing datasets\n",
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"* Learn how to separate the dataset into training and testing datasets\n",
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"* Learn how to train a classifier\n",
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"* Learn how to train a classifier\n",
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"* Learn how to predict with a trained classifier\n",
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"* Learn how to predict with a trained classifier\n",
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"* Learn how to evaluate the predictions\n",
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"* Learn how to evaluate the predictions\n",
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"metadata": {},
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"metadata": {},
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"source": [
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"source": [
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"## LIcence\n",
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"## LIcence\n",
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"The notebook is freely licensed under under the [Creative Commons Attribution Share-Alike license](https://creativecommons.org/licenses/by/2.0/). \n",
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"The notebook is freely licensed under the [Creative Commons Attribution Share-Alike license](https://creativecommons.org/licenses/by/2.0/). \n",
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"\n",
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"\n",
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"© Carlos A. Iglesias, Universidad Politécnica de Madrid."
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"© Carlos A. Iglesias, Universidad Politécnica de Madrid."
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]
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]
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